1,700+ in-house legal teams, a 77 NPS, a $60M Series B at $555M, and a product that has moved from answering questions to doing the work: auto-reviewing contracts, applying redlines in Word, generating playbooks, automating requests from the business. Every one of those is now a privileged action taken on a client's behalf. Today the record that it happened correctly is GC AI's own word for it. Hive makes each action carry its own proof, post-quantum signed, checkable by a regulator, malpractice carrier, or court in a browser, with no access to your systems or ours. Same UX on top. A floor no competitor can claim underneath. This is an update to the brief from a month ago. Here is everything we have shipped since.
From your own writing on why you started GC AI: "Every feature reflects what I wish I had at my fingertips: speed, accuracy, trust, and quality." What sits underneath this page is built around the same four words.
This isn't about catching anyone. It's about deepening three advantages Harvey can't replicate without rebuilding from zero. Whichever direction GC AI takes next, a bigger raise, a strategic deal, going public, or holding and growing, these three lock in.
Same GC AI on the surface. Stronger floor underneath. Each primitive can be picked up à la carte or run as a full stack. Your call, not ours.
Six-gate authorization on every document ingestion: budget, scope, identity, time, location, chain. Privileged documents never leave their jurisdiction. Never train a model. Every access is cryptographically logged.
Cryptographic receipt per AI interaction. Document hash, model version, output, reviewer, and timestamp, all anchored. Court-admissible under FRE 901(b)(9) / 902(13) to (14). Malpractice-insurer-friendly.
Zero-knowledge processing for privileged text. The model receives a proof, not the document. Client maintains custody. Subpoena answer becomes: we cannot produce what we never possessed.
Client-specific disclosure. Show every access to merger docs without exposing the docs. Real-time CFO visibility into legal spend without exposing privileged work product. The GC's GC.
The original four primitives still stand underneath everything. These are new, live today, and built for exactly the shift GC AI just made, from answering questions to taking privileged action on a client's behalf. None of them touch your UX. All of them are checkable in a browser with no login.
Binds model identity, routing, and approval into the receipt on every call. When a citation or redline is challenged, the answer isn't "we believe GPT handled it." It's a signed record of which model produced which output, at which timestamp. The provable upgrade to Exact Quote.
For the agentic turn GC AI just took: a signed clearance is checked and bound before an agent applies a redline, sends a draft, or acts on the business's behalf. An uncleared action is refused, not recorded as a regret. You run the control, not just the record.
An independent signature on each item GC AI produces: brief, memo, redline, summary. We make no decision about the content. We sign what the platform declares so anyone can check it offline. That's the difference between "trust our accuracy" and a receipt a regulator can check without trusting anyone.
For the multinational in-house teams GC AI is winning: each AI action on a recording, document, or matter is cleared against the capture and privilege law of its jurisdiction, covering cameras, call centers, scribes, and cross-border matters. It's the global-enterprise posture Harvey isn't built for.
Signed receipts at 11.59us measured against a 100us budget, with the post-quantum session anchor pre-enabled. That's fast enough to sign live transcription, real-time review, and interactive drafting without the user ever feeling it. Speed was your first word. This keeps the floor invisible.
There's also now a live, public map of every AI surface a receipt can sit under: inference, agents, generated media, RAG, voice, documents, with a working sign-and-verify demo on each. If it helps the team see the whole shape: the coverage atlas and the independent provenance signer are both live and checkable right now, no login.
Not a feature list. A menu. Every line below is something we ship today on top of the same four primitives, and those four primitives support an unlimited number of agent shapes. Cecilia picks the order and the count. We move on her schedule.
Cryptographic provenance per AI interaction. Auditors, regulators, malpractice carriers all read the same signed record. Goes from "we believe our AI is accurate" to "every action is provable."
SpectralZK processes privileged text without GC AI ever possessing the raw document. The subpoena-proof answer becomes: "We cannot produce what we never possessed." Harvey cannot offer this without rebuilding their architecture.
SMSH receipts cover every interaction: document, model version, output, reviewer, timestamp. Court-admissible. Malpractice insurer-friendly. Ready for a regulator exam. The defense in any malpractice claim moves from "trust us" to "here is the proof."
SHOD gates on matter budgets. SMSH indexes every law-firm invoice and time entry. ViewKey gives the CFO real-time legal-spend visibility without exposing privileged work product. GC AI becomes the operating system for the legal department, not just a drafting tool.
Entity-specific budget gates, jurisdiction-aware privilege rules, unified immutable records across 50+ legal entities. The global-enterprise play Harvey is not built for.
Every document collected, every copy, every redaction signed and anchored. Opposing counsel can't challenge authenticity. Production includes a cryptographic certificate. E-discovery is a $17B market, so even modest penetration is a real ARR line.
SMSH indexes every regulatory change and every contractual obligation. SHOD gates block non-compliant actions before they happen. ViewKey gives regulators what they need and nothing more. RegTech is a $100B+ market; legal compliance is the entry point.
The moat GC AI already has, made provable. Every citation gets a hash, every source proven without exposure. "Cryptographically Verified Quote" is a phrase no competitor can lift without rebuilding.
Run analyses across documents the model never sees. Bulk redaction, bulk privilege review, bulk classification: all provably correct without exposing content. Built for in-house teams handling cap tables, deal docs, and internal investigations.
Bigger Series B. Strategic acquirer at the table. Public-company option in 2-3 years. Or simply hold-and-grow privately at premium gross margins. The cryptographic foundation makes every one of those paths cheaper, faster, and more defensible. You pick the path. Hive is the same underneath either way.
There's no ceiling. A customer can mint ten agents or ten thousand. Any role they need. The ten archetypes below are the most common opening roster, not a limit. Healthcare compliance specialist. ITAR export-control analyst. CCPA / GDPR / DPDP regional privacy officer. Open-source license auditor. Insurance-coverage reviewer. Real-estate diligence clerk. Carbon-credit attestation reviewer. M&A second-request triage. Whatever shape the in-house team needs, what sits underneath is the same: post-quantum signed, audit-grade, billable.
You mint them for your customer. Or your customer mints their own. Every agent is a signed, billable, audit-grade entity. A 200-person legal team can run with a virtual firm of forty beside it, and every output back-flows through GC AI as metered usage. The platform you have today turns into a marketplace where the agents are the product and the receipts are the revenue line.
Owns the precedent vault. Indexes every brief, opinion, contract template, and matter file the in-house team has ever produced. Answers the "have we seen this clause before" question in seconds.
Transcribes depositions, board meetings, internal investigations. Speaker-diarized, timestamped, signed at the second. Every page anchored so opposing counsel cannot dispute authenticity.
Invention disclosure intake, prior-art search, claim drafting, office action response. RED / GREEN / YELLOW on novelty. Routes to outside counsel only when the cost-cap and the claim shape both warrant it.
Clearance search across USPTO + foreign registries, watch-service for confusingly similar filings, opposition-deadline tracker. Hands the in-house team a packet outside counsel charges $8K for.
The strategic voice. Reads the deal, the litigation posture, the regulatory exposure, and the political read, then writes the one-page memo the GC walks into the CEO's office with. Signed. Cited. Defensible.
Drafts the agreement, the brief, the memo, checked against the playbook, against precedent, against the regulatory baseline. Marks every assumption it made and every place a human needs to look.
Tireless first-pass review. Reads every inbound NDA, MSA, DPA, click-through. Flags the deviations, suggests the redline, escalates the ones above the threshold. Never gets bored. Never misses a residual clause.
Owns the calendar of obligations: filing deadlines, renewal notices, regulatory deadlines, contract-expiry windows. Signs every reminder so nothing slips and nothing is later disputed as "we did not receive notice."
Westlaw-grade case-law and regulatory research with provenance baked in. Every cite is a Cryptographically Verified Quote. Not "we believe this is the holding" but "this is what the court said at this paragraph on this date."
Builds the chronology, surfaces the bad documents, drafts the motion in limine, runs the deposition outline. Every privilege call signed; every redaction proven; every production package shipped with a chain-of-custody certificate.
A regional sales director just emailed an MSA from a new reseller. Paralegal owns it end to end. The GC sees only the exceptions.
What got proven: the contract was reviewed, the playbook was followed, the deviations were caught, the calendar was set. Five signed receipts; one human action required; auditor can replay the entire chain.
Activist investor just filed a 13D. Board meeting in 60 minutes. Partner builds the one-page strategic memo the GC walks in with.
What got proven: the recommendation is defensible, the analysis is privileged, every cited authority is real and current, and the chain of reasoning survives any later malpractice or shareholder-derivative review.
Bigger raise. Strategic partner. Public option down the road. Or simply staying private and pressing the gross-margin advantage you already have. Each one of these line items gets cheaper, faster, and more defensible the moment cryptographic provenance is the floor instead of the trust-me posture every competitor still ships.
| Compliance line item | Without Hive | With Hive |
|---|---|---|
| SOC 2 Type II | 6-12 month audit · $200K+ | Cryptographically enforced from Day 1 · audit in 6 weeks |
| Data governance | Manual policy documentation | Automated · cryptographically proven |
| Audit trails | Spreadsheet logging | Immutable SMSH receipts per transaction |
| Customer data protection | Trust-based NDAs | SpectralZK zero-knowledge processing |
| Revenue recognition | Manual compliance review | SHOD-gated · automatically auditable |
| D&O insurance | Standard premiums | 20-30% reduction (cryptographic attestation) |
| Diligence posture (any path) | "We take security seriously" | "Post-quantum cryptographic proof per action" |
Built to land in this fiscal year and to scale with documents processed, not seats. It sits below every major infrastructure benchmark (Datadog, Salesforce, AWS) as a share of revenue. Exact numbers belong on the call, not the public page.
| Component | Shape | What it covers |
|---|---|---|
| Platform license | Annual | SHOD · SMSH · SpectralZK · ViewKey core substrate underneath every GC AI action |
| Per-document processing | Per-use | SMSH hashing plus FRE 901/902 attestation on every document GC AI processes. Scales with you |
| SpectralZK privilege module | Annual add-on | Zero-knowledge processing for privileged corpora: the subpoena-proof posture |
| Professional services | Annual | Dedicated engineer · onboarding · integration into the GC AI stack |
| Compliance readiness package | One-time | SOC 2 fast-track · audit prep · continuous-attestation documentation |
| Year-one total | Single-digit % of revenue | Below Datadog (10-15%), Salesforce (8-12%), AWS (5-10%) as a share of platform revenue |
For reference: Harvey has reportedly raised over a billion dollars to build a comparable moat. GC AI gets it on the order of magnitude of a small fraction of one percent of that, every year, as a normal infrastructure line. Numbers walked through live on the call.
Hive doesn't compete with GC AI and doesn't sell to your customers directly. We're the substrate underneath your workflow. You keep every customer, every renewal, every upsell, and you gain a foundation that gets stronger as the regulatory landscape gets harder.
Receipts read "GC AI Verified." Hive does not appear in the UI or the customer contract. You own brand, renewal, upsell.
Receipts read "GC AI · Powered by Hive Provenance." Named cryptographic primitive that CISOs and EU AI Act compliance teams want to see. The slide nobody else in legal AI has.
GC AI gets exclusive use of the Hive substrate in legal AI for a defined term. No competitor in your category can ship the same primitives during the window.
Hive is infrastructure, not legal services. It's a platform layer that sits underneath any AI legal action, the same way AWS or Azure sit under software products. Hive doesn't practice law, doesn't generate work product, and doesn't compete with anything Simpson does. The Simpson GC has explicitly cleared this conversation. The build is mine. If anything, GC AI strengthened by Hive makes the Simpson deployment more protected, not less.
Twenty minutes. No deck, no pitch, just a walk through which of these pieces map to your roadmap, and what the shape of a first engagement looks like. The brief is a month old. The build hasn't slowed down. Bring whoever you want in the room.
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