97 cognitive gates, 20 consulting frameworks, and 11 real-time research sources. Prediction markets, audience simulation, pre-mortem analysis, and specialized due diligence.
Chat with our AI strategic analyst powered by 97 cognitive gates, 11 research sources, and real-time prediction market data.
Free · No account · Unlimited chat · Email analysis: 3/hour
No setup required. Ask the question and the engine does the rest.
Describe the business problem, the decision to make, or the market to analyze. Upload documents of any size — entire books, reports, financial data — the engine ingests everything.
97 cognitive gates work in parallel across 11 real-time sources. Cross-reference analysis catches contradictions. A meta-curator adapts output format to your question.
Structured report with executive summary, framework analysis, audience simulation, pre-mortem, risk quantification, and confidence score. Board-ready in minutes.
Specialized gates activate automatically based on your question's context.
MECE, Five Forces, Value Chain, Scenario Planning, TAM/SAM/SOM, Stakeholder Mapping, Porter's Diamond, Blue Ocean, JTBD, Ansoff, BCG, McKinsey 7S, Game Theory — coordinated in a single pipeline.
Technical DD across 12 dimensions plus financial DD across 5. IP, architecture, security, scalability, team, debt, dependencies, deployment, data, compliance, vendor lock-in, bus factor.
Multi-round audience debates. Stance shift tracking. Pre-mortem failure analysis. Every prediction calibrated against Polymarket. Structured verdict with consensus level and adoption probability.
EU AI Act readiness (9 areas), AML screening (OFAC/UN/EU sanctions), PEP detection, beneficial ownership tracing, stablecoin due diligence, smart contract scam detection.
9-dimension scoring with probabilistic loss estimation. Each risk scored 1-10 with confidence intervals. Monte Carlo-style scenario modeling. Composite weighted risk score.
11 specialized sources in parallel: web, Reddit, HN, Polymarket, academic papers (200M+), patents (100M+), SEC, corporates (200M+), DeFi, sanctions (2M+), full-page extraction.
Not isolated tools. Each framework informs the others. Cross-framework synthesis catches what any single lens would miss.
Every analysis is grounded in verified, real-time data. Each source is purpose-built for a specific intelligence need.
Full web via Brave API. News, reports, market data.
Community sentiment. What real users actually say.
Engineering opinions on tools and companies.
Prediction markets. Real money at stake.
Full-page extraction. Complete articles and docs.
200M+ peer-reviewed papers via Semantic Scholar.
100M+ patents. USPTO + WIPO globally.
Official US filings: 10-K, 10-Q, 8-K.
200M+ companies. Ownership structures.
Stablecoin data, TVL, protocol metrics.
2M+ entities. OFAC, UN, EU lists.
Structured simulation where personas interact, positions shift, and every prediction is calibrated against markets where people bet with real money.
Generate personas matching your target audience. Run multi-round debates. Track stance shifts. Output: consensus level, key objections, adoption probability.
Assume your strategy failed. Work backward. Define kill criteria. Top 5 failure modes with probability. Mitigation playbook for each.
Compare simulation against the largest prediction market. If you say 70% and the market says 40%, that gap is surfaced and explained.
Consensus level (0-100), adoption probability, ranked objections, stance shifts, minority dissent, final recommendation with kill criteria.
Each gate cluster activates automatically when relevant context is detected.
12-dimension M&A assessment: IP, architecture, security, scalability, bus factor, tech debt, dependencies, deployment, data, compliance, vendor lock-in, documentation.
10-area assessment: prompt safety, hallucination, tool-use safety, observability, model governance, data pipeline, bias, production readiness, cost, regulatory exposure.
Sanctions screening (OFAC/UN/EU), PEP detection, beneficial ownership, transaction patterns, source of funds, jurisdiction risk, compliance reporting.
Peg stability, smart contract scam detection, reserve verification, on-chain forensics, liquidity, governance, regulatory exposure, counterparty risk.
9-dimension model. Market, execution, regulatory, technology, competitive, financial, team, timing, dependency risk. Confidence intervals on each.
Failure imagination: assume failure, work backward, define kill criteria, calibrate against Polymarket, produce mitigation playbook.
Risk classification, conformity assessment, transparency obligations, high-risk documentation, post-market monitoring, GPAI obligations.
From EU AI Act to AML/KYC to crypto regulation — the engine maps your situation to the regulatory landscape.
Risk-tier classification. Gap analysis against Article 6. Conformity assessment roadmap. Documentation checklist. Enforcement timeline.
2M+ sanctioned entities (OFAC, UN, EU). PEP cross-reference. Beneficial ownership tracing. Transaction anomaly detection. Jurisdiction risk mapping.
MiCA-aligned. Peg stability, smart contract audit flags, reserve transparency, on-chain flows, governance centralization, rug-pull detection.
9-dimension quantitative model. 1-10 scores with evidence. Confidence intervals. Weighted composite. Probabilistic loss estimation.
Same 97-gate methodology, different intensity.
All 97 gates in one concentrated round. Problem classification, framework selection, curated output.
11-source research + all 97 gates in-depth + upstream inquiry. Cross-reference catches contradictions.
The institutional pipeline: research + 97 gates x 3 rounds + synthesis + adversarial stress-test + quality gate.
Maximum depth: exhaustive research + 5 rounds + assumption audit + triple stress-test + Polymarket calibration.
The same rigor as an institutional engagement — without the time, cost, and politics.
Upload entire books, 500-page reports, financial statements. The engine converts, stores, and grounds every analysis on YOUR documents.
Not a single prompt. 97 specialized gates examine from complementary angles — including technical DD, AI governance, AML, predictions, risk.
MECE, Five Forces, Value Chain, Scenario Planning, DD, TAM/SAM/SOM, Stakeholder Mapping, Pre-Mortem, Game Theory, Blue Ocean — coordinated across rounds.
Web, Reddit, HN, Polymarket, papers (200M+), patents (100M+), SEC EDGAR, corporates, DeFi, sanctions — verified data in every framework.
Every prediction calibrated against Polymarket. Your confidence vs. market confidence. The gap tells you where you're overconfident.
Generate personas, run debates, track stance shifts. Consensus, adoption probability, minority dissent — quantified, not anecdotal.
Assume failure, identify modes, define measurable kill criteria, calibrate against markets, produce mitigation playbook.
Finds conflicts between gate outputs. AML finding contradicts financial DD? The engine catches it and forces resolution.
AES-256-GCM encryption. Isolated per organization. Never used for training. Banking-grade credential hashing. SOC2-ready.
The engine adapts to the question. Any strategic question works.
TAM/SAM/SOM sizing, competitive landscape, regulatory barriers, prediction market signals, audience simulation for positioning.
Technical DD (12 dimensions), financial DD (5), IP/patent landscape, team assessment, integration risk scoring.
10-area LLM system review + EU AI Act readiness. Prompt safety, hallucination risk, model governance, compliance roadmap.
100M+ patents. Prior art, freedom-to-operate, landscape mapping, competitive IP moats, licensing opportunities.
Stablecoin forensics (8 dimensions), scam detection, peg stability, TVL, governance centralization, on-chain forensics.
2M+ sanctions records. PEP detection, ownership tracing, transaction patterns, jurisdiction risk, compliance reports.
Risk classification, conformity gaps, documentation requirements, transparency obligations, post-market monitoring.
Pre-mortem of your thesis. Audience simulation with investor/skeptic personas. Polymarket calibration. Go/no-go verdict.
Jobs-to-be-Done, Blue Ocean mapping, competitive positioning, audience simulation, pricing with willingness-to-pay.
Pay for analyses, not seats. Every plan includes all 97 gates, all 20 frameworks, all 11 sources.
Each gate is a specialized analytical lens. They include strategic frameworks (MECE, Five Forces, Scenario Planning), domain-specific assessments (Technical DD, AML, EU AI Act), simulation engines (audience debate, pre-mortem), and quality controls (adversarial stress-test, cross-reference validation). All 97 run on every analysis.
A web search gives links. Our 11 sources give structured intelligence: Polymarket for real-money predictions, 200M+ papers, 100M+ patents, SEC filings, 200M+ company records, 2M+ sanctioned entities, DeFi data, Reddit/HN sentiment, and full-page extraction. Each has a specialized parser.
Assume the project already failed, work backward to identify why. Top 5-10 failure modes with probability, measurable kill criteria, calibration against Polymarket, and mitigation playbook for each mode.
Generates personas matching your target audience. They debate across multiple rounds. Personas shift positions based on arguments. Output tracks: who changed mind, what convinced them, consensus (0-100), adoption probability, ranked objections.
When our engine produces a prediction, we compare it against relevant Polymarket contracts where people bet real money. The gap between simulation and market is surfaced and explained — forcing calibration.
Yes. 2M+ records from OpenSanctions (OFAC, UN, EU). PEP detection, beneficial ownership, transaction patterns, jurisdiction risk, compliance reports. For crypto: on-chain forensics and stablecoin risk.
100M+ patents across USPTO and WIPO. Prior art, freedom-to-operate, landscape mapping, competitive IP moats, licensing opportunities. Integrated into Technical DD when relevant.
big4.cloud is a decision-support tool (human-in-the-loop), classifying as limited/minimal risk. Full transparency, detailed logging, no autonomous high-risk decisions. The EU AI Act gate also assesses YOUR AI systems.
Superfast (~3 min), Fast (~6 min), Normal (~12 min), or Deep (~45 min). Normal runs the full 97-gate pipeline with 3 rounds, 11-source research, audience simulation, and pre-mortem.
AES-256-GCM at rest and in transit. Complete isolation per org. Never used for training. Argon2 credential hashing. SOC2-ready. Optional on-premise. EU data centers (Frankfurt).
Try the free demo — no signup required. Or create an account and run your first full analysis in under 3 minutes.