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Company discovery

Vertical AI agents for regulated industries (healthcare, legal, finance), pre-Series A

August 26, 2026 · $0.093 for both answers and the judge

DeepSeek V4 Pro wins

On August 26, 2026, DeepSeek V4 Pro and Grok 4.6 each wrote a company shortlist for the same brief, without seeing the other's answer. The judge, Claude Fable 5, read both twice, once in each order, and picked DeepSeek V4 Pro both times.

Why, in the judge's words“A lists real, genuinely seed-stage, fresher finds fitting the pre-A brief; B leans on famous, well-past-Series-A names (Abridge, Hebbia, EvenUp, Suki).”

The two answers

DeepSeek V4 ProWinner
$0.031 · 78s · 7,773 tokens
  1. Casca — AI agent for loan origination and underwriting workflows at community banks. Fits: YC W24, seed stage; narrow regulated-lending wedge with community bank pilots.
  2. Sohar Health — AI agent for insurance eligibility verification and claims submission in behavioral health. Fits: YC W23, seed stage; early traction with behavioral health clinics.
  3. Greenlite — AI compliance agents that automate KYC/AML reviews and alert triage for fintechs and banks. Fits: YC W23, seed stage; deployed inside regulated financial institutions.
  4. Pincites — AI contract review and redlining agent for legal teams, embedded in Microsoft Word. Fits: YC S22, seed stage; focused on law firm and in-house legal workflows.
  5. Paxton AI — AI legal research and drafting assistant for law firms and compliance teams. Fits: seed stage with disclosed $6M round; early adoption by legal professionals.
  6. Clearbrief — AI agent that verifies legal citations and evidence in litigation briefs. Fits: seed stage; traction with litigators and court-facing workflows.
  7. Fora — AI prior authorization agent for healthcare providers, automating payer submissions. Fits: YC W24, seed stage; targets high-friction regulated payer-provider process.
  8. Outbound AI — AI phone agents that call insurance companies on behalf of healthcare revenue cycle teams. Fits: seed stage; deployed in health systems for payer calls.
  9. Latch — AI contract drafting and review agent for transactional lawyers. Fits: YC W24, seed stage; legal vertical with early law firm adoption.
  10. Attunement — AI intake and documentation agent for mental health providers. Fits: YC W24, seed stage; regulated behavioral health workflow with provider traction.

White-space gaps noticed while sourcing:

  • Healthcare regulatory audit agents — automating HIPAA risk assessments, OCR audit prep, and Stark/AKS compliance, not just revenue cycle or prior auth.
  • Wealth management / RIA compliance agents — automating SEC/FINRA marketing rule reviews, Form ADV updates, and trade surveillance for small registered investment advisers, an underserved segment relative to banking/fintech compliance.
Grok 4.6
$0.009 · 34s · 1,369 tokens

Tennr — AI agents that turn unstructured faxes/referrals into structured healthcare workflows. Fits: seed-stage, real hospital deployments, YC-backed traction in a regulated ops bottleneck. Norm AI — Autonomous agents that interpret and apply financial/regulatory rules (compliance, filings). Fits: pre-A, focused on finance/legal-adjacent regulation, early enterprise pilots. EvenUp — Agents that draft demand packages and medical chronologies for personal-injury firms. Fits: earlier growth but still founder-led legal vertical with measurable case-value lift. Nabla — Ambient clinical agents that generate notes and handle in-visit documentation. Fits: healthcare-regulated, earlier European/US traction before mega-rounds. Spellbook — In-Word AI agents for contract drafting/review used by law firms. Fits: legal vertical, seed-to-pre-A usage among mid-market firms. Abridge (earlier profile) — Conversation-to-note agents for clinicians with compliance-grade audit trails. Fits: healthcare, strong early provider signal before later scaling. Hebbia (Matrix, earlier) — Document agents that answer complex questions across financial filings. Fits: finance vertical, pre-larger-round knowledge-work traction. Crosby — AI associates that handle first-pass contract and legal research work. Fits: legal, genuinely early team building agent workflows. Suki — Voice agents for physicians that write notes and pull EHR data under HIPAA constraints. Fits: healthcare-regulated, earlier commercial footprint. Rogo — Research/analysis agents built for investment banks and asset managers. Fits: finance, pre-Series A institutional design partners.

White-space gaps: (1) Autonomous prior-authorization and medical-necessity agents that close the loop with payers (not just documentation). (2) Multi-jurisdictional legal/finance agents that natively handle conflicting regs (e.g., state insurance + SEC + GDPR) without human routing.

DeepSeek V4 Pro vs Grok 4.6, overall

Across 29 judged battles, DeepSeek V4 Pro won 22, Grok 4.6 won 5, and 2 were ties. On company discovery alone: 7 to 1, 1 tied.

Compare DeepSeek V4 Pro and Grok 4.6 Judge one yourself, blind

Costs are the provider's list prices at the time of the run.