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Deep Intelligence

The report you read
before you commit.

Fourteen specialist AI agents working in parallel. Multiple competing reasoning models verifying each other's work. Every public record, filing, patent, and court document that exists. Synthesized into a decision package that replaces weeks of analyst work — and tells you what the analysts missed.

17 Specialist Agents
Multi-Model Adversarial Verification
500+ Sources Per Report
What This Is

Not a report.
A decision package.

Most AI research tools give you a better Google search. Intel Report runs fourteen independent specialist agents in parallel — each with dedicated source access, dedicated framing, and a specific adversarial job to do.

The results are synthesized through multiple competing reasoning models from different AI providers, each challenging the others' conclusions. The output is a structured intelligence package you can put in front of a board, a partner, or an LP.

  • 01Seventeen agents run in parallel. None see each other's work until synthesis.
  • 02Primary source documents — filings, patents, court records — not web summaries of them.
  • 03A dedicated Adversary agent builds the strongest possible case against your target.
  • 04Every claim carries a confidence rating and source type. Nothing asserted without evidence.
  • 05Multiple AI models from competing providers verify each other — agreement is confidence, disagreement is intelligence.
  • 06The output tells you what it could not find, and what finding it would change.
The Agent Architecture
The 17 Vertices in This Cortex

Seventeen specialists. One verdict.

Each agent runs independently with its own source access and adversarial framing. They never share findings until synthesis — which means agreement across agents is meaningful, and conflict between them is intelligence.

V-01 — Financial Analyst
Revenue trends, margin analysis, capital structure, cash flow quality. Hunts for earnings manipulation, off-balance-sheet liabilities, and divergence between reported and economic earnings.
V-02 — Revenue Analyst
Segment-level revenue decomposition, customer concentration, geographic mix, recurring vs. one-time revenue. Identifies hidden dependencies and revenue quality risks.
V-03 — Capital & Ownership
Ownership structure, major shareholders, insider transactions, dilution history, debt covenants. Surfaces misaligned incentives and capital allocation red flags.
V-04 — Dealmaker
M&A history, partnership deals, joint ventures, strategic transactions. Evaluates deal rationale, integration success, and whether acquisitions created or destroyed value.
V-05 — Strategist
Competitive positioning, market share dynamics, moat durability, strategic threats. Assesses whether the entity's narrative matches its actual competitive reality.
V-06 — Contextualist
Industry dynamics, macro environment, regulatory landscape, policy tailwinds and headwinds. Places the entity within the forces that will shape its future whether it acts or not.
V-07 — Operator
Operational efficiency, supply chain resilience, execution track record, capacity utilization. Tests whether the entity can actually deliver on what it promises.
V-08 — Technologist
Technology stack, intellectual property, R&D investment, patent portfolio, innovation pipeline. Determines if the entity's tech is a genuine advantage or a marketing claim.
V-09 — Investigator
Litigation history, regulatory actions, fraud indicators, whistleblower complaints, OSHA violations, consumer protection actions. The entity's legal and ethical record — what they don't put in the press release.
V-10 — Talent & Culture
Leadership team assessment, hiring patterns, Glassdoor sentiment, employee turnover, key-person risk. Surfaces culture problems before they become performance problems.
V-11 — Compliance Counsel
Regulatory compliance, sanctions screening, state and federal filings, licensing status, consent decrees. Checks whether the entity operates within the rules or skirts them.
V-12 — Governance Auditor
Board composition, independence, related-party transactions, internal controls, executive compensation alignment. Identifies governance structures that protect insiders over stakeholders.
V-13 — Reputation Analyst
Media coverage analysis, public sentiment tracking, narrative shifts over time, social media presence, brand perception gaps. Maps the distance between the entity's story and the public's story.
V-14 — Adversary
Devil's advocate stress test of the full report. Attacks the executive summary, hunts for confirmation bias, surfaces what the other 16 Vertices may have downplayed or missed entirely.
V-15 — Historian
Corporate timeline, strategic pivots, leadership transitions, crises and recoveries. Reveals patterns in how the entity responds to pressure — and whether history is repeating.
V-16 — Investment Analyst
Valuation assessment, catalyst identification, risk/reward positioning, comparable analysis. Synthesizes the financial picture into an investment-grade judgment with explicit assumptions.
V-SYN — Synthesizer
Reads all 16 agent outputs. Writes the executive summary, entity overview, and contradiction analysis. Builds the claim registry — cross-referencing assertions across agents to surface agreement, conflict, and gaps.
Entity Intelligence

Already have
powerful data?
We can make it think.

Our intelligence engine is formidable on public sources alone. But if your firm already has access to institutional-grade data subscriptions, there's another level.

Many of our clients already pay for structured financial data, private company intelligence, and deal history through existing institutional subscriptions. That data sits in a separate workflow — referenced manually, never truly integrated into the research process.

Entity Intelligence is our enterprise integration layer. If you have proprietary data APIs, we connect them directly into the Intel Report pipeline. Your data infrastructure becomes part of every report you run — not a tab you switch to afterward.

We don't name the platforms and we don't resell the data. Your subscriptions stay yours. We are the intelligence engine that makes them work harder.

Integration is scoped per client based on what you have and what's possible under your existing contracts.

The report you read
before everything else.

The client about to commit $20 million doesn't think twice about a report that tells them something they couldn't have known otherwise. They think twice about getting it wrong.