The market doesn't reward more data. It rewards better decisions.
Crumplete.AI Market Intelligence is the Financial Market Brain for investment teams — a living intelligence platform that connects your research, tracks market dynamics, and powers AI agents to deliver decision-grade insights with institutional rigor.
One Continuous Intelligence Loop
Scroll to watch raw market noise become decisions
Signals stream in
News, social feeds, filings, research, macro and market data pour in — millions of fragments, no structure.
Pipelines organize
AI pipelines classify, deduplicate, tag and extract — every fragment becomes structured knowledge.
The graph constructs
Everything fuses into one living map of risk factors and business drivers — the financial knowledge graph.
Agents deliberate
Specialist agents reason over the graph — evaluating companies, testing regimes, constructing portfolios.
Decisions emerge
Recommendations, alerts and reports — every conclusion traceable back to its source.
Every investment firm has the same problem
Too much data. Too little intelligence.
Drowning in Fragments
News, filings, 13F flows, broker PDFs, internal notes — scattered across inboxes, drives and terminals. Millions of pages; a fraction ever read.
Crumplete ingests and connects it all into one living knowledge graph.
Insight Arrives Late
By the time the signal reaches your morning meeting, the market has already moved. Weeks-old changes surface as "news".
Real-time monitoring maps every event to your holdings the moment it lands.
Brilliance, Buried
Every analyst builds conviction in their own notes and models. Contributions never connect — work is duplicated, insights stay buried, and nobody sees the whole picture.
One shared research fabric: contributions linked, overlaps surfaced, insight and credit transparent to the whole team.
Knowledge Walks Out
Your best analyst resigns, and ten years of context leaves in a cardboard box. Institutional memory rebuilt from zero.
Every thesis, note and decision preserved, linked and searchable — forever.
The problem isn't your data. It's that nothing connects it.
Meet Your Financial Market Brain
Fusing disparate data into a single knowledge graph that powers 50+ AI agents
Everything your firm reads, researches and decides — fused into one living knowledge graph, with 50+ specialized agents reasoning over it. Every conclusion explainable.
Living Graph Core
Intelligence
"From data to decisions"
Research synthesis, idea generation, and automated reasoning over connected financial data.
Memory
"Knowledge that compounds"
Institutional memory survives analyst turnover. Every insight, every decision is preserved and connected.
Reasoning
"Explain every position"
Full audit trails from signal to decision to position. Fiduciary duty, LP reporting, and regulatory compliance made simple.
Connection
"See what others miss"
Supply chain cascades, hidden exposures, second-order effects — connections that human analysis overlooks.
Three Layers. One Brain.
From raw data to portfolio decisions
Data Ingestion
Connectors
- News Monitor
- Earnings Calls & Transcripts
- Company Filings (10-K, 10-Q, 8-K, 13F)
- Broker / Inhouse Research
- Market Data Feeds
- Macroeconomic & Rates Data
Financial Market Brain
Crumplete Ontology + Agents
- Financial Market Knowledge Graph
- Business Drivers & Risk Factors Tracking
- 50+ Specialized Agents
- Agent Orchestration & Deliberation
- Meta-learning & Self-improvement
Outcome Interfaces
Crumplete Workspace
- Research Canvas
- Portfolio Monitor
- Market Themes Monitor
- Graph Explorer
- Decision Audit Trail
Content Management
The memory system of the Financial Market Brain
Every report, filing and note your team touches is ingested, classified and tagged by AI — its entities and relationships extracted into a temporal knowledge graph, with an analyst confirmation loop that keeps humans in control. Explore a live slice below: select any node, then advance the timeline.
We're not another Financial Data Terminal
We're the specialized intelligence layer that makes finance-specific AI actually work
Proprietary Ontology
Our financial knowledge graph schema is purpose-built for investment reasoning — not adapted from generic frameworks.
Agent Deliberation
Not just one model — 50+ agents that debate, vote using Borda-count, and improve through adversarial diversification to surface the best insights.
Decision Provenance
Every insight and recommendation traceable to source documents and events. Full auditability for fiduciary duty and regulatory compliance.
Institutional Memory
Research and reasoning compound over time, surviving analyst turnover. Knowledge becomes a durable competitive advantage.
Where We Sit in the Stack
| Layer | Incumbent | Crumplete Position |
|---|---|---|
| Market Data | Bloomberg Terminal | We integrate, don't replace |
| Fundamental Data | CapIQ | We enrich with relationships |
| Document Search | AlphaSense | We connect docs to decisions |
| Portfolio Construction | Axioma, Barra | We add agentic reasoning |
| AI Infrastructure | Generic AI platforms | We specialize in finance |
Built for every stakeholder
"Know why you act — and be able to prove it."
- Full audit trail: signal → insight → decision
- Real-time alerts when holdings face new risks
- Scenario modeling: "What happens if rates rise 200bps?"
Taiwan Strait tension now touches 3 holdings via supplier links.
Build Your Financial Market Brain
Join the firms transforming scattered research and fragmented data into a unified intelligence advantage.