Hive HIVE
Motorsport Command Center
F1 Group Revenue 2025 $3.87B ▲ 14%
2026 Cost Cap $215M
USPTO MNK-001 filed · ME-001 drafted
🛡 Signed with Silicon
⚡ Hardware-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 hardware-enforced 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 — six cryptographic primitives running in silicon, not a chat wrapper masquerading as a compliance layer.

Models hallucinate. Hive does not. Every action a Hive agent takes is hardware-attested, replay-bound, and verifiable on-chain. USDC settlement on Base. USPTO HIVE-2026-MNK-001 filed May 23, 2026. ME-001 drafted for motorsport embodiment.

The Hive Advantage

Why F1 needs hardware-enforced compliance — now

Combined Savings

Up to 40%

of cost-cap spend recovered

🔒
SHOD — Spend Harness on Demand
Cost-cap enforcement in silicon

SHOD pre-approves every compute job before it runs through six policy gates fused into the silicon. Budget overruns become physically impossible — not a policy hope. Every CFD cycle, wind tunnel hour, and trackside sensor is pre-budgeted against the cap.

$135M cap
hardware-enforced, zero exceptions
12%
compute optimization

How We Calculated 12% Savings

Eliminated compute waste (idle cycles, re-runs)8%
Optimized job scheduling and resource allocation3%
Prevented unauthorized/duplicate simulations1%

Based on: teams running 18,000+ CFD hours annually at ~$450/hour. 10-15% are waste. SHOD gates eliminate waste at the hardware level.

🌎
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.

Six primitives in silicon 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. SHOD gates the spend 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.
SHOD — 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.
SHOD hardware gates 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, silicon-native
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%
SHOD (3 FTE)
CFD compute
$8.0M base
-15%
SHOD waste cut
Data storage
$2.5M base
-60%
SMSH (1.2x replication)
Legal & IP
$1.5M base
-90%
SpectralZK proofs
Insurance premiums
$2.0M base
-40%
Hardware-attested risk
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 in silicon 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, in silicon
  • 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 silicon itself.
  • The finding is the transaction. There is no waiting.

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
Hardware-attested 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 runs in silicon, not in a prompt.

True A2A · not an LLM wrapper
🔒
SHOD
Spend Harness on Demand

Every CFD simulation, wind tunnel test, and trackside data ingest is pre-budgeted and hardware-signed. Cannot overspend — the silicon physically refuses unauthorized compute. Six policy gates fire in series before any cycle is granted.

Eliminates cost-cap overspend risk. Red Bull 2022 ($1.8M breach + $7M fine + WT time docked) cannot happen.
How SHOD 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
hardware-enforced, zero exceptions
👁‍🗨
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 hardware-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 hardware root of every Hive agent. Each SIU is an attested execution enclave that signs its own outputs with a non-exfiltratable Ed25519 key fused at boot. The FIA does not trust the team’s software — it trusts the silicon that ran it.

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 silicon issue the report 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: SIU-rooted attestation. SHOD enforces the cap in silicon. 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: SHOD 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 silicon. Built for the paddock. Welcome to the Hivery.
Current
Shift to Hive