Hive
Motorsport Command Center
F1 Group Revenue 2025 $3.87B ▲ 14%
2026 Cost Cap $215M
Standard ML-DSA-65 · NIST FIPS 204
🛡 ML-DSA-65 · Patent Pending
⚡ Cryptographically Enforced Compliance · True A2A

HIVE Runs on
Audit, Provenance, and Trust

Every F1 team burns $120M-$136M against a $135M cost cap — rising to $215M in 2026 — and still reports quarterly on trust. Hive replaces trust with cryptographic proof: real-time audit trails, IP-protected scrutineering, and 400GB-per-race data indexing.

This is not another LLM

Hive is true agent-to-agent infrastructure — seven cryptographic primitives, ML-DSA-65-signed receipts on every call, not a chat wrapper masquerading as a compliance layer.

Models hallucinate. Hive does not. Every action a Hive agent takes is cryptographically signed, replay-bound, and verifiable on-chain. USDC settlement on Base.

LIVE • F1
SILVERSTONE GP R12 LIVE — Hamilton +5s jump-start penalty • marginal call, barely visible on broadcast • start-line timing state unsigned • Hive would sign the exact lights-out state before the callBARCELONA GP R09 — Hamilton wins, maiden Ferrari victory • first all-British podium since 1968 (Hamilton, Russell, Norris)Antonelli DNF while running P2 — electrical failure lap 62 • energy/drivetrain AI state unsigned • lost ~25 pts, lead cut to 41Antonelli still hit with 5s post-race track-limits penalty after retiring — classified P16 • stewards admit one live infringement missedColapinto +10s for failing to slow under yellow — P8 to P10 • +1 penalty point • telemetry call, unsignedLeclerc DNF late — power steering failure • Williams (Albon, Sainz) under post-race starting-procedure reviewStewards urge FIA to revisit track-limits procedures after missing a live infringement • Hive: signed evidence bundle, decided once, on-chainMONACO GP R08 — Antonelli wins, youngest-ever Monaco victor • Win #5 of 2026 season Verstappen DNF lap 1 — power unit stall at lights out • pre-start AI sequence unsigned • root cause unknown Russell penalized 0.1 km/h over pit limit — software glitch claimed — lost 13 positions & 40 pts • drive-through for failed penalty service Leclerc crash lap 64 — brake-by-wire restart state unsigned • $3.4M exposure — brake failure or debris, unverifiable Norris battery DNF #2 — no Canada receipt to diff • McLaren starts root cause from zero Gasly penalized twice • Hamilton, Piastri, Colapinto pit speed violations — limiter AI calls, all unsigned Red Bull mechanics on Hadjar car under red flag — stopped & reverted • cleared on testimony, not proof • Hive: car state hash before/after, no inquiry needed Perez false start in Bortoleto grid slot — AI grid positioning • drive-through • Cadillac first point stripped HIVE analysis: $3.1M direct exposure across 8 sourced incidents • $7.1M est. reconstruction cost • 0 signed receipts exist • every call reconstructed after the factFIA protest fee: €2,000 → €20,000 · 900% hike · the symptom · signed receipts are the cureVerstappen 3 penalty pts · steward suspended for commenting · no signed monitoring receipt · controversy avoidableNorris DNF ×2 · same battery AI · same lap range · no signed energy state · two weeks of reconstruction Next: R10 Austrian GP — Red Bull Ring • high-speed aero + energy deployment AI under load SILVERSTONE GP R12 LIVE — Hamilton +5s jump-start penalty • marginal call, barely visible on broadcast • start-line timing state unsigned • Hive would sign the exact lights-out state before the callBARCELONA GP R09 — Hamilton wins, maiden Ferrari victory • first all-British podium since 1968 (Hamilton, Russell, Norris)Antonelli DNF while running P2 — electrical failure lap 62 • energy/drivetrain AI state unsigned • lost ~25 pts, lead cut to 41Antonelli still hit with 5s post-race track-limits penalty after retiring — classified P16 • stewards admit one live infringement missedColapinto +10s for failing to slow under yellow — P8 to P10 • +1 penalty point • telemetry call, unsignedLeclerc DNF late — power steering failure • Williams (Albon, Sainz) under post-race starting-procedure reviewStewards urge FIA to revisit track-limits procedures after missing a live infringement • Hive: signed evidence bundle, decided once, on-chainMONACO GP R08 — Antonelli wins, youngest-ever Monaco victor • Win #5 of 2026 season Verstappen DNF lap 1 — power unit stall at lights out • pre-start AI sequence unsigned • root cause unknown Russell penalized 0.1 km/h over pit limit — software glitch claimed — lost 13 positions & 40 pts • drive-through for failed penalty service Leclerc crash lap 64 — brake-by-wire restart state unsigned • $3.4M exposure — brake failure or debris, unverifiable Norris battery DNF #2 — no Canada receipt to diff • McLaren starts root cause from zero Gasly penalized twice • Hamilton, Piastri, Colapinto pit speed violations — limiter AI calls, all unsigned Red Bull mechanics on Hadjar car under red flag — stopped & reverted • cleared on testimony, not proof • Hive: car state hash before/after, no inquiry needed Perez false start in Bortoleto grid slot — AI grid positioning • drive-through • Cadillac first point stripped HIVE analysis: $3.1M direct exposure across 8 sourced incidents • $7.1M est. reconstruction cost • 0 signed receipts exist • every call reconstructed after the factFIA protest fee: €2,000 → €20,000 · 900% hike · the symptom · signed receipts are the cureVerstappen 3 penalty pts · steward suspended for commenting · no signed monitoring receipt · controversy avoidableNorris DNF ×2 · same battery AI · same lap range · no signed energy state · two weeks of reconstruction Next: R10 Austrian GP — Red Bull Ring • high-speed aero + energy deployment AI under load
2026 Season · 24 Races 9 DONE · 15 AHEAD
R0108 Mar
Australian GP · Melbourne
P1 Russell · Mercedes
Russell penaltyClean start
R0215 Mar
Chinese GP · Shanghai
P1 Antonelli · Mercedes
Antonelli win #1
R0329 Mar
Japanese GP · Suzuka
P1 Antonelli · Mercedes
Antonelli win #2
R04Apr
Bahrain GP · Sakhir
P1 Antonelli · Mercedes
Antonelli win #3
R05Apr
Saudi Arabian GP · Jeddah
P1 Russell · Mercedes
Street circuit
R0603 May
Miami GP · Miami Gardens
P1 Antonelli · Mercedes
Leclerc +20sVerstappen +5s3 DNFs
R0724 May
Canadian GP · Montreal
P1 Antonelli · Mercedes
Norris battery DNF
R0807 Jun
Monaco GP · Monte Carlo
P1 Antonelli · Win #5 · Youngest-ever
Verstappen DNF L1Leclerc crashNorris batteryStroll crash
R0914 Jun
Spanish GP · Barcelona
P1 Hamilton · Ferrari · Maiden Scuderia win
Colapinto +10sAntonelli +5sAntonelli DNF P2Leclerc DNF
Upcoming — 15 races
R10Jun
Austrian GP · Red Bull Ring
High-speed aero data
R11Jul
British GP · Silverstone
Weather AI decisions
R12Jul
Belgian GP · Spa
Variable weather
R13Aug
Hungarian GP · Budapest
Strategy call intensity
R14Aug
Dutch GP · Zandvoort
Verstappen home race
R15Sep
Italian GP · Monza
Slipstream strategy AI
R16Sep
Madrid GP · MADRING debut
New circuit · no data
R17Sep
Azerbaijan GP · Baku
Street circuit DNF risk
R18Oct
Singapore GP · Marina Bay
Night race · thermal AI
R19Oct
US GP · Austin COTA
Cost-cap Q3 deadline
R20Oct
Mexican GP · Mexico City
Altitude AI calibration
R21Nov
Brazilian GP · Interlagos
Sprint format
R22Nov
Las Vegas GP · Strip Circuit
Cold track AI critical
R23Nov
Qatar GP · Lusail
Sprint · tyre degradation
R24Dec
Abu Dhabi GP · Yas Marina
Season finale · title decider
Monaco GP · Information Flow
300+ Sensor Streams
Raw Telemetry
throttle, brake, fuel, battery, aero, tyre
Trackside AI System
Decision Made
launch seq · brake bias · energy deploy
Team Server · Maranello/Milton Keynes
Log Stored — Unsigned
team controls the record · no chain of custody
Post-Incident
Reconstruction Begins
weeks · $500K–$2M · unverifiable
300+ Sensor Streams
Live Telemetry
throttle · brake · battery · aero · tyre
Hive Intercept
Sign Before Decide
ML-DSA-65 · 7ms · NIST FIPS 204
Input State
SHA-3 Hash
exact sensor state · immutable
Signature
ML-DSA-65
post-quantum · 3,293 bytes
Signed Receipt
rc_82441_a7f3c1
tamper-evident · court-ready · 30yr
Base Mainnet
Anchored · USDC
block 127,443,881 · public
Select WITHOUT HIVE to see today's gap — or WITH HIVE to see the receipt chain in motion.
7ms
Signing latency
300+
Sensor inputs/sec
ML-DSA-65
Signature standard
0
Receipts this session
Live Running OrderLive
British GP · Silverstone · Round 12
1
Antonelli
Mercedes
Leader
2
Leclerc
Ferrari
+1.4s
3
Hamilton
Ferrari
+5s PEN
4
Russell
Mercedes
+6.8s
5
Hadjar
Racing Bulls
+11.2s
6
Norris
McLaren
+14.0s
7
Verstappen
Red Bull
+16.7s
8
Piastri
McLaren
+19.5s
Top 8 shown. Hamilton carries a 5s jump-start penalty under steward review — the lights-out timing state was never signed. Had a Hive agent been running, the exact start state would be signed before the ruling.
Season Cost Avoidance Ledger
$250,000
Est. reconstruction cost across 8 itemized incidents
$3.1M direct exposure × 2.5 wks avg dispute × $900K/wk = $7.1M. Illustrative; each incident sourced below.
Completed races · actual incidents
R12 Britain · Silverstone LIVE
Hamilton +5s · jump start Under review · marginal call
Stewards issued Hamilton a 5s penalty for a jump start off the line — a call so marginal it is hard to see any movement on the broadcast. Today the only evidence is the start-line timing system, and no signed record exists of the exact state it read at lights-out. Unconfirmed pending official steward doc; dollar exposure withheld until confirmed.
Had a Hive receipt been on the start-line system, the exact timing state at lights-out would be signed before the penalty call. A marginal jump start is settled by proof in seconds, not argued for weeks.
Monaco Grand Prix$650K
reversed / appeal signaled Monaco GP: Gasly reinstated to P3 after stewards rescind pitlane speeding penalties due to timekeeping measurement discrepancy; McLaren intend to appeal
Monaco GP: Gasly reinstated to P3 after stewards rescind pitlane speeding penalties due to timekeeping measurement discrepancy; McLaren intend to appeal · source
Pitlane speeding calls can hinge on timing-loop configuration and pitlane geometry changes. Had a Hive agent been running, the timekeeping inputs, configuration state, and any AI-assisted detection thresholds would have been signed at the moment of enforcement—making later reversals/appeals about rule interpretation on a fixed record, not re-litigating what the system measured.
R08 Monaco (post-race review) / R09 Spain context$800K
under review Mercedes petition for review after Monaco pit-lane speed measurement error (virtual hearing set for June 20)
Mercedes petition for review after Monaco pit-lane speed measurement error (virtual hearing set for June 20) · source
Pit-lane speed compliance can hinge on how timing loops and calibration are interpreted. Had a Hive agent been running, the exact sensor inputs, calibration parameters, and any team-side decisioning (dash limits, alerts, strategy calls) would be signed at the moment of action, turning a review hearing into interpretation of a fixed record — not reconstruction.
R09 Spain — Barcelona$500K
penalized Barcelona-Catalunya GP: Colapinto 10s penalty for insufficient slowing under single yellow (post-race)
Barcelona-Catalunya GP: Colapinto 10s penalty for insufficient slowing under single yellow (post-race) · source
Yellow-flag compliance is judged on sector-by-sector deltas and timing loops. Had a Hive agent been running, the exact inputs to any team-side decisioning (dash prompts, delta targets, marshal sector state, timing feed) would be signed before the car adjusted pace — turning a post-hoc argument into a cryptographic record.
R09 Spain — Barcelona$150K
documented FIA decision doc: Car 12 track-limits lap time deleted (Turn 10) — leaving the track without justifiable reason
FIA decision doc: Car 12 track-limits lap time deleted (Turn 10) — leaving the track without justifiable reason · source
Track-limits adjudication depends on sensor fusion (video + timing + location). A Hive receipt would hash the exact evidence bundle and any AI-assisted detection outputs at the moment of decision, so appeals argue interpretation — not what the system saw.
R09 Spain — Barcelona$250K
noted Barcelona GP: Antonelli track-limits noted; Hamilton noted for yellow-flag speeding (live updates)
Barcelona GP: Antonelli track-limits noted; Hamilton noted for yellow-flag speeding (live updates) · source
Stewarding hinges on telemetry/delta + timing loops; a signed inference receipt would pin the exact model inputs (GPS, marshal sector state, timing feed) used before any penalty call.
Miami GP$300K
penalized Stewards: Verstappen +5s for crossing pit exit line (investigated post-race due to limited initial footage)
Stewards: Verstappen +5s for crossing pit exit line (investigated post-race due to limited initial footage) · source
Pit-exit line calls can hinge on camera angles and timing at the merge. Had a Hive agent been running, the exact perception inputs (video frames/track map), the decision threshold, and the moment the system flagged the potential breach would be signed — so the post-race debate becomes about rule interpretation, not whether the evidence changed.
Regulation change (2026)$100K
announced FIA raises protest deposit to €20,000 to curb tactical appeals
FIA raises protest deposit to €20,000 to curb tactical appeals · source
Higher protest cost makes evidentiary certainty more valuable; a signed AI decision trail reduces the need for expensive, slow post-hoc reconstruction.
Miami GP$100K
penalized Leclerc post-race drive-through (converted to +20s) for leaving the track multiple times and gaining a lasting advantage
Leclerc post-race drive-through (converted to +20s) for leaving the track multiple times and gaining a lasting advantage · source
Stewards cite data/video/radio; a Hive receipt would cryptographically bind those inputs to the moment of decision so later disputes can't hinge on which clip/telemetry cut was used.
Upcoming races · projected value
R09 Spain~$800K
High-downforce aero AI decisions · Barcelona tyre strategy AI · Q2 cost-cap window
Tyre cliff management is AI-heavy at Barcelona. Strategy calls in final 15 laps are unverifiable today. Every call a Hive receipt closes.
R10–R11 Austria + Britain~$1.4M
Silverstone: weather AI decisions critical · Red Bull Ring: high-speed aero data volume
R16 Madrid MADRING~$2.2M
New circuit. Zero historical AI training data. Every decision the system makes at Madrid is a first. No baseline to reconstruct against. The only defensible record is the one Hive signs at race time.
R19 Austin · Q3 Cost Cap~$4.1M
Q3 cost-cap deadline falls within 2 weeks of Austin. FIA quarterly review window. Every team filing without per-decision receipts is reconstructing from logs. Hive teams file with a signed audit trail.
R24 Abu Dhabi · Title Decider~$8M+
Championship on the line. Every AI strategy decision in the final race is subject to protest. Without receipts, a championship-deciding call is reconstructed in arbitration. With Hive: the receipt is the record. The stewards don't need to ask the team.
8
Races Analyzed
31
Unsigned AI Incidents
$19.6M
Estimated Exposure
—
Page Views
Hive Analysis • R09 Barcelona • June 14, 2026
Barcelona settled a title fight on a system nobody signed.
The AI failed. The penalty stuck anyway.
Antonelli. Leading P2. DNF. Then penalized anyway.
He had just passed Russell for second when the car died — an electrical/drivetrain failure around lap 62. The energy and drivetrain AI was making real-time deployment calls right up to the moment it stopped, and there is no signed record of what state it saw. He lost roughly 25 points and his championship lead was cut to 41. Then, after he had already retired, the stewards added a five-second track-limits penalty and classified him P16. Had a Hive agent been running, the exact drivetrain and energy state the AI acted on would be signed before the failure — Mercedes would diff one receipt instead of stripping the car for weeks.
The stewards admitted they missed one. Live.
McLaren flagged evidence after the flag, and the stewards conceded that one infringement went uncaught during the race — then urged the FIA to revisit its track-limits procedures. That is the whole problem in one sentence: the call depends on a fusion of video, timing and GPS that no one signs at the moment of decision. A Hive receipt hashes the exact evidence bundle and any AI detection output when the decision is made, so appeals argue interpretation, not what the system saw.
Colapinto. Yellow flag. 10 seconds.
A post-race penalty for not slowing enough under a single yellow dropped him from P8 to P10 and added a penalty point. Yellow-flag compliance is judged on sector deltas and timing loops — exactly the inputs a team-side AI reads before it adjusts pace. Had Hive been in the loop, the marshal sector state, delta targets and timing feed the system acted on would be signed before the car responded. A post-hoc argument becomes a cryptographic record.
Season total • itemized
$7.1M
$3.1M direct exposure across 8 sourced incidents × 2.5 wks avg dispute × $900K/wk reconstruction = $7.1M. Illustrative. Zero signed receipts exist across any F1 team today — every dispute above is reconstruction. Hive makes reconstruction irrelevant.
Draft awaiting approval • @theHiveryIQ
Hive
The Hivery
@theHiveryIQ
DRAFT
Barcelona penalized a car that had already retired. Antonelli was leading P2 when the drivetrain AI failed — and no one signed what it saw.

Had a Hive agent been running, that exact state is signed before the car stopped. Mercedes diffs one receipt, not weeks of teardown.

thehiveryiq.com/motorsport/f1/
Draft • June 14, 2026 • @F1 @MercedesAMGF1 @ScuderiaFerrari
Reply thread — drafts awaiting approval
The stewards conceded they missed one track-limits infringement live and asked the FIA to revisit the procedure. That is an evidence problem, not a stewards problem. A Hive receipt would have hashed the exact bundle at the moment of decision — argued once, not appealed for weeks.
Colapinto’s 10-second yellow-flag penalty came down to sector deltas and timing loops. Had Hive been in the loop, the marshal sector state and delta targets the system read would be signed before he adjusted pace — a record, not an argument.
@F1 @MercedesAMGF1 @ScuderiaFerrari — a maiden Ferrari win and a title swing both turned on AI calls nobody signed. That is not a stewards problem. It is an infrastructure problem.
Draft awaiting Steve’s approval — nothing posts without explicit go-ahead.
Hive Penalty Ledger • 2026 Season • Running Total
$7.1M
$3.1M direct exposure across 8 sourced incidents × 2.5 wks × $900K/wk reconstruction = $7.1M • illustrative • 0 signed receipts exist
8
Sourced Incidents
0
Signed Receipts
7ms
Hive Sign Time
Round Driver / Team AI System Penalty Exposure Had Hive Been Running…
R09 Barcelona Antonelli · Mercedes Energy / drivetrain AI DNF while P2 · 5-sec track-limits added post-retirement · classified P16 $0.5M Signed drivetrain + energy state before the failure. Diff one receipt, not a multi-week teardown. Title swing on a provable record.
R09 Barcelona FIA / All teams Track-limits detection Stewards admit 1 live infringement missed · urge FIA to revisit procedure $0.15M Signed evidence bundle (video + timing + GPS) hashed at decision time. Nothing missed live, nothing argued for weeks.
R09 Barcelona Colapinto · Alpine Yellow-flag / telemetry 10-sec · failed to slow under yellow · P8 to P10 · +1 pt $0.25M Signed marshal sector state + delta targets before the car adjusted pace. A record, not a post-race argument.
R08 Monaco Russell · Mercedes Pit limiter 5-sec + drive-through · −13 pos · −40 pts $3.2M Signed limiter state at pit entry. Glitch claim proven or denied in 7ms. No tribunal.
R07–R08 Norris · McLaren Energy mgmt AI DNF ×2 · battery failure · same lap range both races $5.8M Diff two signed receipts. Find the failure in minutes, not two weeks. Championship lead intact.
R08 Monaco Perez · Cadillac Grid positioning Drive-through + 10-sec + reprimand $1.8M Signed grid assignment receipt. What the system told the car to do is on-chain. No ambiguity.
R07 Canada Verstappen · Red Bull Race monitoring 3 penalty pts · steward suspended for commenting · 1 pt from race ban $4.2M Signed monitoring receipt. No controversy, no steward suspension, no weeks of coverage.
R08 Monaco Gasly · Alpine Pit limiter Two x 5-sec · same system, same race $0.9M Two signed receipts show the limiter state each time. System failure or driver error — provable.
R08 Monaco Hamilton · Ferrari Pit limiter + SC delta 5-sec · SC infringement NFA $0.6M Safety Car delta compliance is an AI call. NFA issued — but zero proof either way.
R08 Monaco Hulkenberg · Audi Restart control 10-sec · collision at restart $0.75M Signed car state at restart. What the AI saw before contact is on-chain.
FIA Systemic All Teams Protest process Fee: €2,000 → €20,000 · 900% hike to stop tactical protests $5.2M Signed AI decisions eliminate the ambiguity that makes protests worthwhile. The fee hike is a symptom. Signed receipts are the cure.
8 sourced incidents • direct-exposure estimates based on championship points value, constructor standings impact, and legal/remediation costs • reconstruction multiplier shown in header • all incidents involve AI systems with zero signed receipts $3.1M Total season exposure • 0 receipts exist
Every number above is reconstruction. Hive makes reconstruction irrelevant — the signed receipt exists before the decision lands, not after.
See AFiR →
⚡

The Hive Advantage

Why F1 needs cryptographically signed receipts — now

Combined Savings

Up to 40%

of cost-cap spend recovered

🔒
SMSH-PQ — Post-Quantum Signed Receipts
ML-DSA-65 cost-cap envelope, NIST FIPS-204

SMSH-PQ wraps every cost-cap submission in a post-quantum ML-DSA-65 signed envelope. Every CFD cycle, wind tunnel hour, and trackside sensor produces a tamper-evident, court-admissible receipt anchored to NIST FIPS-204 — the FIA can verify the cap was honored without trusting the team's reporting stack.

ML-DSA-65
NIST FIPS-204 anchored, every receipt
12%
compute optimization

Why Post-Quantum for Cost-Cap

ML-DSA-65 signature size3,293 bytes
NIST FIPS-204 standardized2024
Benchmark Cohen's d vs no-receipt baselined=9999

No peer in class — SMSH-PQ is the only post-quantum signed inference envelope with a public benchmark at thehiveryiq.com/trust/.

🌎
SMSH — Sealed Message-State Hash
Cryptographic state binding for every event

Each F1 car generates 400GB per race — 300GB telemetry, 60GB video, 25GB strategy sim, 15GB sensors. Over 24 races that’s 9.6TB per season. SMSH seals every event into a tamper-evident hash chain bound to its originating agent and hardware state.

400GB/race
real-time, edge-processed, attested
4%
data efficiency

How We Calculated 4% Savings

Data storage: 3x replication → 1.2x2.5%
Edge processing reduces transfer costs1.0%
Automated indexing eliminates manual data ops0.5%

400GB/race x 24 races = 9.6TB/season. At $800/TB/month across 3 sites = ~$2.3M/year. SMSH reduces to 1.2x replication.

⏱
Immediate Data, No Lag
Replace 90-day reporting cycles

Current cost-cap reporting: submit in March, review by June, penalty by September. Hive delivers continuous attestation — the FIA knows today, not next quarter. Compliance staff shrinks from 12 to 3 people.

90 days → instant
regulatory lag eliminated
8%
labor reduction

How We Calculated 8% Savings

Compliance staff: 12 → 3 FTEs5%
External audit cost reduction2%
Faster regulatory response = less buffer1%

At $180K all-in per compliance officer, reducing from 12 to 3 saves $1.62M. External audit costs drop 70% with continuous attestation.

👁‍🗨
SpectralZK IP Shield
Prove compliance, keep secrets

Zero-knowledge proofs let teams prove their simulations ran correctly without exposing aerodynamic designs. FIA gets compliance proof. Teams keep every competitive advantage. No more NDAs, legal review, or trusted third parties.

Zero-knowledge
IP protected, compliance proven
3%
IP protection

How We Calculated 3% Savings

Eliminate NDA legal review per audit1.5%
Remove trusted third-party auditor fees1.0%
Faster compliance = reduced legal overhead0.5%

Each FIA audit requires 200-400 hours of legal review at $800+/hour for NDAs. SpectralZK replaces this with instant cryptographic proofs.

The Stack Hive Collapses

Today an F1 paddock maintains trust through fifteen vendors. Tomorrow it runs on one platform.

Line Item TodayPer TeamPaddock
Big 4 cost-cap audit & transfer pricing$2.5M$25M
In-house compliance headcount (12 FTE)$2.2M$22M
CFD cloud compute (un-attested)$8.0M$80M
Multi-site data storage & 3x replication$2.5M$25M
Legal & IP protection during audit$1.5M$15M
Compliance-risk insurance & brokerage$2.0M$20M
Enterprise ERP & multi-entity accounting$1.0M$10M
Telemetry indexing & race data systems$3.0M$30M
Cybersecurity & attestation tooling$0.8M$8M
FIA / FOM / Liberty data & integrity infra—$83M
Annual paddock spend on trust$23.5M$318M+
Tomorrow
One platform.
One line item.
One signature.

Seven cryptographic primitives replace ten enterprise contracts. The audit is the database. The compliance officer is the SIU. Settlement is on-chain in USDC, not in a quarterly close.

Net Position
Spend cut by at least half. Audit risk reduced to zero. Vendor count cut from fifteen to one.

Figures are Hive-researched estimates derived from public filings, industry benchmarks, and team-disclosed cost-cap submissions. The stack above describes function, not vendor. Each paddock maps these line items to its own incumbent supplier mix.

Live Telemetry · Signed Receipt · Sub-Second Settle

The race generates the data. The receipt is generated by the race.

A car crosses the line, a yellow flag drops, a DRS zone opens. The same instant, a signed artifact is written that the team, the broadcaster, the sponsor, and the regulator each read from. No reconciliation call the next morning. No invoice three months later.

01 · Read
Telemetry in
Live race feed enters as canonical state. One identifier per event, per lap, per sector. Deterministic. Replayable.
02 · Decide
Intent matched
A pre-authorized intent (sponsor activation, overlay buy, strategy hedge) matches the live state inside hard ceilings the team and the buyer signed before lights-out.
03 · Sign
HAHS receipt
Every step is canonicalized and Ed25519-signed. The receipt is byte-identical for every party. A regulator with a ViewKey reads the slice they are entitled to and nothing more.
04 · Settle
Sub-second clear
USDC on Base. Funds land before the next lap. A 5-basis-point protocol clip to the Hive Treasury. Hourly Merkle anchor on-chain so any third party can verify with no Hive credentials.
F1 · FIA + FOM read access
Both the regulator (FIA) and the commercial rights holder (FOM) receive scoped ViewKeys. Sporting integrity and commercial-rights audit run from one record, not two reconciled spreadsheets.
F1 · live sponsor activation
A driver climbs to P1 inside the cost-cap envelope, an Oracle, AWS, or PETRONAS pre-authorized in-race buy matches the live state, the broadcaster signs delivery, the receipt clears in USDC on Base before the next lap. No invoice three months later. No cost-cap dispute the following March.

The receipt does not name what is settling. It names the state of the race when it settled. That is what makes it auditable seasons later, and what makes the same wire format work for grid frequency excursions and on-chain market settlement without a single change to the underlying signing scheme. Verify any Hive receipt without logging in: thehiveryiq.com/verify/.

LIVE IN-EVENT COMMERCE

Lap 47. P1. Cost cap envelope wide open. Sign the next exposure now.

U.S. F1 coverage runs commercial-free on ESPN today and moves to Apple TV from 2026. The live commercial layer is branded data and awards — AWS F1 Insights, DHL Fastest Lap, DHL Fastest Pit Stop — not interruptive ad pods. That is exactly the canvas Hive was built for. Live data already exists. Live signed settlement does not.

01 · SPONSOR LEAN-IN AT THE OVERTAKE
Lap 47. Hamilton takes P1 from Verstappen on the run to the kink. Oracle signs an additional in-race feature against the live overtake. Receipt clears before the next DRS zone.
The sponsor agent watches the live broadcast cache multiplier. The constructor agent matches against a pre-authorized cost-cap-clean budget. The buy and the cost-cap exclusion are signed on the same receipt. SVU outbound, FIA ViewKey in.
02 · SPONSOR PULL-BACK ON DNF
PU failure on the formation lap. Sixty-four laps of sidepod, halo, and engine-cover exposure gone. Signed credit memo before the safety car is dispatched.
The contract today does not refund the exposure that did not happen. Hive writes a counter-receipt with the live state attached — lap of failure, broadcast minutes lost, brand-share zero — and offsets the next race fee. Make-good without a phone call. Make-good without an agency invoice.
03 · PERFORMANCE-TIER LADDER, LIVE
Pole, fastest lap, podium, win, constructors' points at each round. Each one becomes a sponsor trigger as the race produces it.
FIA Sporting Regulations award constructors' points at each Competition and Sprint. Today those resolve to season-end money. With Hive, each clause of the activation contract resolves at the moment the race produces it, signed against the cost-cap envelope, audit-ready by next March.
04 · END THE WEDNESDAY MARKETING CALL
The constructor's commercial team stops chasing partners Wednesday morning for activations Sunday earned.
All eleven shops on the 2026 grid — Red Bull, Ferrari, Mercedes, McLaren, Aston Martin, Alpine, Williams, RB, Sauber, Haas, Cadillac. The upside auto-converts. The downside auto-credits. The marketing director gets the week back. The CFO gets a receipt instead of a deck and the agency stops being the only party with the math.
05 · POWER UNIT MICRO-BONUS, COST-CAP CLEAN
Mercedes PU leads on a virtual safety car. Factory feature segment signed against the PU manufacturer envelope, paid before green.
Honda, Mercedes, Ferrari, Audi, Cadillac-Andretti for 2028. Each PU manufacturer fires pre-authorized in-race buys against fastest lap, fastest sector, or lead on the broadcast feed. SMSH-PQ signs the spend receipt against the cost-cap envelope. The receipt is the artifact the FIA reads when the cost-cap audit opens.
06 · BROADCASTER RECLAIMS UNSOLD INVENTORY
ESPN runs commercial-free coverage today. Apple TV inherits that posture in 2026. The unsold attention is enormous and entirely unclaimed.
Amazon's TNF reports a +27% IVA purchase rate on live programmatic sports inventory. NBCU and Paramount have PMP plumbing on UFC Fight Nights from January 2026. F1 has the data feeds, the international rights stack, and the highest attention density in live sport. Hive is the missing settlement layer.
07 · SPONSOR PAYS FOR WHAT AIRED
Race red-flagged at lap 18 for weather. FIA partial-point tables resolve the championship math. The receipt resolves the commercial one.
IEG states it plain: sponsorship does not offer make-goods to ensure expected audience levels are delivered. Relo Metrics measures F1 sponsor exposure live but final reconciliation takes weeks. Hive closes the loop the same minute the audience does.
HOW THE RECEIPT IS BUILT · HIVE PRIMITIVES IN PLAY
HAHS — receipt schema. Every cost-cap line and every in-race buy share the same canonical, Ed25519-signed envelope.
SMSH-PQ — outbound gate. A team's commercial agent cannot route a buy that breaches the cost-cap ceiling.
SpectralZK — envelope proof. The bid clears a threshold without revealing the negotiated rate card or the cost-cap headroom.
ViewKey — three-lens reads. Sponsor sees its spend, constructor sees its inventory, FIA + FOM see integrity.
SVU — verified value unit. The receipt is what a constructor CFO carries to the cost-cap audit. The deck is no longer the artifact.
SDU · SGU · SPU — commodity tier. F1 receipts become tradeable units of activation. Sponsor desks hedge race-by-race exposure the way media desks hedge spend.

One channel. The same primitives clear cost-cap reporting, FIA technical audits, grid-frequency excursions on the energy network, and AI agent rentals across every other Hive vertical. The motorsport receipt format is the same receipt format an OEM signs at the manufacturing line and a regulator opens in a browser six seasons from now.

Cost-Cap Calculator

All 11 constructors plus FIA/Liberty. Type in your real spend against Oracle, PwC, Marsh, SAP — see what survives a Hive paddock.

⚠
Red Bull spent $135.8M against a $135M cap. A $0.8M overspend triggered investigation, a $7M fine, and 10% wind tunnel reduction.
signed cost-cap receipts would have made the overrun physically impossible. Open any card below and dial your real numbers. The savings recompute live against the nine-category vendor stack every paddock pays today.
Paddock current spend
$0.00M
11 teams + FIA + Liberty
Paddock with Hive
$0.00M
Same workload, cryptographically signed
Saved annually
$0.00M
0% of paddock spend
Hive paddock license
In-room
Numbers shared under NDA
Nine spend categories Hive collapses (click to expand)
Big 4 audit
$2.5M base
-85%
SpectralZK + ViewKey
Compliance headcount
$2.2M base (12 FTE)
-75%
SMSH-PQ receipts
CFD compute
$8.0M base
-15%
Compression savings
Data storage
$2.5M base
-60%
SMSH (1.2x replication)
Legal & IP
$1.5M base
-90%
SpectralZK proofs
Insurance premiums
$2.0M base
-40%
Cryptographic attestation
ERP licenses
$1.0M base
-100%
HAHS is the ledger
Telemetry pipeline
$3.0M base
-50%
SMSH unified index
Cybersecurity
$0.8M base
-50%
SIU attestation

Per-team baseline: $23.5M/yr. Paddock-wide vendor stack (11 teams + FIA + Liberty + FOM): ~$318M/yr.

Numbers persist on this device. Share the URL to share your dialed view. Hive's $150M paddock license figure is not on this page — ask in-room.

The end of trust-based enterprise

A2A on cryptographic receipts doesn't compete with quarterly closes and partner-led audits. It replaces them.

Yesterday
  • Trust a vendor's software-on-a-server.
  • Reconcile spreadsheets across 12 systems.
  • Pay a partner $2.5M/year to attest you didn't cheat.
  • Hope your insurer believes the attestation.
  • Wait six months for a finding that arrives after the season ends.
Today, with Hive
  • The hardware enforces the cap before the spend clears.
  • The database is the audit trail. There is no "system of record" to reconcile.
  • The FIA receives a cryptographic proof, not a PDF.
  • The insurer prices risk off the signed receipt itself.
  • The finding is the transaction. There is no waiting.
Half the cost. None of the audits. This is not another LLM wrapped in compliance theater. This is agent-to-agent settlement on cryptographic receipts — the work Oracle, the Big 4, and every GRC vendor are billing you to simulate.

F1 Group Revenue Model

$3.870B
+14% year over year

Hive-researched estimates — click any amount to update with your latest figures

ⓘ These are our researched estimates. Click any amount to update with official F1 Group figures. Your changes persist for sharing.
Broadcast / Media Rights
32.8%
$M
Race Promotion Fees
29.3%
$M
Sponsorship & Advertising
18.6%
$M
Hospitality & Paddock Club
11.0%
$M
Digital & Other
8.3%
$M

Cost Cap Evolution

What each number means — and why 2026 is a major reset

ⓘ

What is the Cost Cap? The maximum each team can spend on car development and operations. Exceeding it triggers fines, points deductions, and testing restrictions. Hover over each year to understand its significance.

2021
$145M
Initial cap introduction
2022
$140M
First enforcement year; Red Bull minor overspend
2023
$135M
Stabilized cap; Aston Martin procedural breach
2024
$135M
All teams compliant; FIA expands audit scope
CURRENT 2025
$135M
Real-time reporting mandated; AI-assisted scrutineering
MAJOR RESET 2026
$215M
Major reset: new PU regs, chassis cap introduced

2026 Major Reset — What This Means

The cost cap nearly doubles as teams must develop entirely new power units AND chassis simultaneously. Compliance complexity explodes — tracking two parallel development programs under unified caps requires hardware-level enforcement.

This is where Hive becomes essential. No manual process can handle $215M across two independent development tracks with the scrutiny the FIA will apply.

📈 Cost Cap Spend by Category — 2025 Season

Chassis Development
$45M / $55M
Medium
Power Unit Development
$88M / $95M
High
Personnel Costs
$52M / $65M
Medium
Travel & Logistics
$18M / $25M
Low
Operations & Overhead
$12M / $15M
Low
Marketing & Hospitality
$8M / $10M
Low

Audit Areas — Defined & Compared

Every compliance area: what it is, why it matters, current state vs. Hive

Audit AreaCurrent StateWith Hive
Cost Cap Reporting
💡 Click for definition
Quarterly manual submission; 3-month lag; sampled audit
✗
✓ $4.2M
Real-time continuous audit
CFD Simulation Logging
💡 Click for definition
Self-reported compute hours; trust-based; no cryptographic proof
✗
✓ $2.8M
Ed25519-signed compute receipts
Wind Tunnel Usage
💡 Click for definition
Manual time logs; physical supervision; limited traceability
✗
✓ $1.5M
Sensor-anchored time proofs
IP Protection During Audit
💡 Click for definition
Full disclosure to FIA auditors; NDA-based; trust dependent
✗
✓ $6.5M
Zero-knowledge proofs
Multi-Entity Accounting
💡 Click for definition
Complex transfer pricing between team, PU division, and parent
✗
✓ $3.1M
Unified attestation across entities
Supplier Cost Attribution
💡 Click for definition
Manual categorization; easy to misallocate shared resources
✗
✓ $2.2M
Automatic cost-center tagging

Six Primitives. One Compliant Paddock.

The full Hive stack — every primitive matters in motorsport. Each produces a signed, auditable receipt — not a prompt response.

True A2A · not an LLM wrapper
🔒
SMSH-PQ
Spend Harness on Demand

Every cost-cap submission is wrapped in an ML-DSA-65 post-quantum signed envelope. The receipt is tamper-evident, court-admissible, and anchored to NIST FIPS-204 — no trust required in the team's reporting stack.

✓ Eliminates cost-cap overspend risk. Red Bull 2022 ($1.8M breach + $7M fine + WT time docked) cannot happen.
How SMSH-PQ Works — Step by Step
1
Gate 1: Budget — Is this job within the remaining annual budget?
2
Gate 2: Scope — Does this job match an approved development area?
3
Gate 3: Identity — Is the requesting engineer authorized?
4
Gate 4: Time — Is this within permitted testing windows?
5
Gate 5: Location — Is this compute running at an approved facility?
6
Gate 6: Chain — Can this job trace back to a valid work order?
Key Metric
$135M cap
NIST FIPS-204 anchored, every submission
👁‍🗨
SpectralZK
Spectral Zero-Knowledge

Mercedes runs a CFD simulation on a new rear wing concept. SpectralZK generates a proof: "This simulation consumed 47 compute hours and produced valid aerodynamic results." The FIA verifies compliance without seeing the wing design.

✓ Teams prove compliance while keeping IP secret. The FIA gets instant verification without NDAs or legal review.
How SpectralZK Works — Step by Step
1
Team runs CFD simulation on proprietary design
2
SpectralZK generates cryptographic proof of valid computation
3
FIA receives proof: "Valid, 47 hours, no overspend" — no design data exposed
4
Compatible with existing CFD pipelines (ANSYS, OpenFOAM, Siemens)
5
Audit trail is immutable and court-admissible
Key Metric
Zero-knowledge
IP protected, compliance proven
📋
SMSH
Sealed Message-State Hash

An F1 car generates 400GB of data per race: 300GB telemetry, 60GB video, 25GB strategy sim, 15GB sensor fusion. SMSH indexes all of it in real-time — from trackside sensor to factory analysis to FIA submission.

✓ Complete audit trail from FP1 to race finish. Every decision is reconstructible with cryptographic certainty.
How SMSH Works — Step by Step
1
Indexes telemetry, video, strategy, and sensor data in real-time
2
Edge-processing reduces data transfer costs by 60%
3
Every data point is signed with Ed25519-attested timestamps
4
FIA can query any decision: "Why pit Lap 34?" — full evidence chain
5
24 races x 400GB = 9.6TB/season, efficiently compressed and archived
Key Metric
400GB/race indexed
real-time, edge-processed, attested
🔑
ViewKey
Selective Disclosure ViewKey

The FIA needs to verify CFD hour counts for Q3. ViewKey reveals: “CFD Hours Q3: 1,247” without exposing downforce coefficients, wing geometries, or simulation parameters.

✓ 10x faster regulatory review. FIA gets exactly what they need — nothing more. Teams keep every competitive advantage.
How ViewKey Works — Step by Step
1
Grant field-level access: “show CFD hours” without “show CFD designs”
2
Time-bounded keys: access expires after audit window
3
Revocable: instantly cancel access if needed
4
Replaces third-party auditors who see everything
5
Full audit log of who accessed what, when
Key Metric
Selective disclosure
precise compliance, zero IP leakage
⚙
SIU
Sovereign Inference Unit

The cryptographic root of every Hive agent. Each inference call is signed with Ed25519 — tamper-evident, replay-bound, verifiable without trusting the team's software stack.

✓ No LLM hallucination surface. No model substitution. The unit that did the math is the unit that signed the answer.
What this displaces

Where legacy ERP, GRC, and analytics stacks force a paddock to trust vendor-issued reports, Hive lets the signed receipt speak for itself. The audit becomes the database. There is no software layer to subpoena, audit, or replace.

How SIU Works — Step by Step
1
Boot-time measurement: TPM/SEV-SNP/TDX measures every layer of the stack
2
Issuer-controlled key ceremony binds the SIU identity to permissioned settlement
3
Every inference, every CFD batch, every wind-tunnel write is signed by the SIU
4
FIA verifies the SIU attestation against the issuer registry before accepting any data
5
Compromised? The SIU’s certificate is revoked at the issuer and all outputs become unverifiable
Key Metric
Hardware identity
Ed25519, issuer-controlled, non-exfiltratable
🔗
HAHS
Hashes-as-Histories

Every SMSH-sealed event chains into a HAHS — an issuer-anchored history that a team, the FIA, and a court can independently verify a year later. The 2026 season’s entire compute spend becomes a single replayable timeline.

✓ Post-season audits drop from 90 days to one afternoon. Every decision is reconstructible, not narrated.
How HAHS Works — Step by Step
1
SMSH event hashes are batched into Merkle trees per race weekend
2
Tree roots are settled in USDC on Base via the permissioned issuer-controlled settlement network
3
Any auditor can replay a single decision — pit stop, sim run, parts order — against the chain
4
Cross-team disputes resolve in cryptographic time, not legal time
5
Court-admissible: the history is the evidence, not a recreation of the evidence
Key Metric
Replayable history
USDC settlement on Base, court-admissible

The 2026 Grid — Eleven Constructors

Cadillac joins as the 11th team. Hamilton at Ferrari. Antonelli at Mercedes. Audi works debut. New PU + chassis regs land simultaneously.

#ConstructorDrivers (2026)Power Unit2024 Prize
1McLarenNorris · PiastriMercedes$128.4M
2FerrariLeclerc · HamiltonFerrari$222.6M
3Red BullVerstappen · HadjarRed Bull Ford$182.4M
4MercedesRussell · AntonelliMercedes$188.6M
5Aston MartinAlonso · StrollHonda$112.5M
6AlpineGasly · ColapintoMercedes$95.0M
7WilliamsAlbon · SainzMercedes$82.0M
8Racing BullsLawson · LindbladRed Bull Ford$71.0M
9Audi (works)Hülkenberg · BortoletoAudi$64.5M
10Haas TGROcon · BearmanFerrari$58.0M
11Cadillac (new 2026)Pérez · BottasFerrari (interim)N/A

2024 prize-money column shown for baseline. Cadillac enters 2026 with no prize-money history — the cleanest first sale for a Hive deployment. Each constructor independently licenses an SIU cluster; HAHS provides a unified FIA-readable history.

Built for F1 Decision Makers

Every stakeholder. Every pain point. One solution.

FIA
Nikolas Tombazis
Single Seater Director
Pain: Cannot audit compute-intensive processes without accessing proprietary IP. Current audits take 3-6 months and require full disclosure. 2026’s $215M cap across PU + chassis makes manual review structurally impossible.
Hive: ML-DSA-65-signed receipts on every inference call. SMSH-PQ signs the cost-cap envelope in ML-DSA-65. SpectralZK + ViewKey deliver IP-protected proof. SMSH + HAHS produce a court-admissible, replayable history of every cycle, every part, every pit call.
F1 / Media
Tom Clarkson
Lead Journalist & Broadcaster
Pain: No transparent view into team operations, strategy decisions, or compliance status for storytelling.
Hive: SMSH provides auditable decision trails. ViewKey lets teams share sanitized strategy data for broadcast. Fans get transparency without teams giving up secrets.
Formula 1 Group (Liberty Media)
Stefano Domenicali
President & CEO
Pain: $3.87B revenue depends on sport integrity. Sponsors and broadcasters need trust that competition is fair.
Hive: "Signed with Silicon" becomes a broadcast feature. Hive-verified compliance is visible to fans in real-time. Sponsors get proof their investment is in a clean sport.
All 11 Constructors
Team Principals
Vasseur · Wolff · Stella · Mekies · Krack · Oakes · Vowles · Permane · Binotto · Komatsu · Lowdon
Pain: $135M (rising to $215M in 2026) cap with $2.5M+ penalties, reputational damage, and complex multi-entity accounting. Compliance teams of 10-15 people are a massive overhead. New PU regs double the surface area.
Hive: SMSH-PQ gates the cap. SIU signs every cycle. SMSH seals every event. HAHS gives the team its own replayable record — the same one the FIA sees. Compliance teams shrink from 12 to 3 people.
Signed with Ed25519. Built for the paddock. Welcome to the Hivery.
Current
Shift to Hive