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Autonomous AI Research Pipeline

Autonomous Intelligence,
Powered by AI Agents

9 autonomous AI agents. 12 proprietary intelligence channels. 6 adversarial analysis stages. A fully orchestrated research pipeline that produces institutional-grade investment analysis without human intervention.

Anthropic
OpenAI
Google Gemini
DeepSeek
xAI Grok
12
Intel Channels
9
AI Agents
6
Analysis Stages
4
Research Verticals
3
Risk Perspectives
Platform Capabilities
Intelligence Layer

Proprietary OSINT Engine

A custom-built intelligence layer sweeps 12 classified data channels in parallel before any AI analyst begins. SEC EDGAR filings, federal contract databases, Congressional trading disclosures, options flow, and macroeconomic feeds are synthesized into a structured briefing that no competitor replicates.

SEC EDGARFREDUSASpendingCongressional TradesFDA Calendars
Debate Architecture

Adversarial Investment Debate

Two AI advocates are forced to construct opposing investment theses from identical research data. Neither is permitted to equivocate. This adversarial framework surfaces risks and opportunities that consensus-seeking models consistently miss. A judicial AI Director presides over the verdict, evaluating evidence quality and logical rigor.

Bull AdvocateBear AdvocateJudicial ReviewEvidence Scoring
BULL
VS
BEAR
Risk Assessment

Multi-Perspective Risk Panel

Every position is stress-tested by a three-member AI risk board operating through aggressive, neutral, and conservative analytical lenses. A unified risk verdict is synthesized before any investment directive is issued, ensuring no blind spots survive the review process.

AggressiveConservativeNeutralRisk Judge
High
78
Med
52
Low
31
Automation

Fully Autonomous Pipeline

Zero manual intervention from data collection to final recommendation. AI agents independently research, argue, judge, and assess risk across 6 sequential stages. The only human in the loop is at the final portfolio decision, reviewing a fully documented analytical record.

6 Stages9 AgentsZero InterventionFull Automation
OSINT
RESEARCH
DEBATE
VERDICT
RISK
DECISION
Data Infrastructure

Proprietary Data Aggregation

Beyond standard market APIs, the platform aggregates intelligence from SEC EDGAR, FRED, USASpending.gov, ApeWisdom, and derivatives positioning data into a unified analytical substrate. Each source is queried asynchronously and cross-referenced for signal validation.

SEC EDGARFREDApeWisdomOptions FlowDerivatives
Compliance

Full Audit Trail

Every analysis run produces 14 documented deliverables stored in a structured database with complete JSON state audit. Every agent's reasoning, every debate argument, and every risk assessment is preserved for compliance review and iterative improvement.

14 DeliverablesJSON StateFull TransparencyCompliance Ready
intelligence_briefing.json
research_reports[4].json
debate_transcript.json
risk_assessment.json
full_state_audit.json
Digital Assets

Crypto Intelligence Analyzer

A specialized intelligence pipeline built for the decentralized markets. Agent Jake Summers executes a full-spectrum crypto reconnaissance protocol, aggregating on-chain analytics, exchange flow data, DeFi protocol metrics, and social sentiment signals to produce a comprehensive digital asset intelligence briefing before any analytical work begins.

On-Chain AnalyticsWhale TrackingExchange FlowsDeFi TVLSocial SentimentToken Unlocks
Whale
+$2.4M
Inflow
+18.3%
TVL
$847M
Sentiment
72/100
Prediction Markets

Polymarket Intelligence Analyzer

A 6-agent adversarial pipeline purpose-built for binary prediction markets. Intelligence analyst Nadia Petrova gathers event context, YES and NO advocates construct opposing probability arguments, contrarian analyst Derek Harmon stress-tests for cognitive bias, Dr. Anika Patel synthesizes a calibrated probability, and Marco Chen calculates the edge against live market prices to identify mispriced contracts.

6 AgentsYES/NO DebateContrarian Stress TestBayesian ProbabilityEdge CalculationLive Odds
INTEL
YES
vs
NO
STRESS
PROB
EDGE

Six Stages. Zero Gaps.

Every ticker analysis passes through a rigorous, multi-stage pipeline where AI agents independently research, debate, and assess risk before a recommendation is produced.

Stage 0: OSINT Stage 1: Research Stage 2: Debate Stage 3: Verdict Stage 4: Risk Stage 5: Consensus
SimTrader live chart
Live

SimTrader

Our autonomous simulation engine executes paper trades using the full TradingAgents pipeline in real time, tracking performance against live market data to validate research accuracy.

Live market prices
$100K paper portfolio
Custom entry prices
P&L tracking
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Intraday Analysis

DayTrader

Real-time intraday intelligence built for speed. DayTrader scans momentum shifts, volume spikes, VWAP deviations, and order flow imbalances across your watchlist, then runs a compressed analytical pipeline to generate actionable entry and exit signals within minutes, not hours.

Real-time momentum
VWAP analysis
Volume profiling
Entry/Exit signals
Order flow scanning
Compressed pipeline
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DayTrader real-time dashboard