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FOR RESEARCH-LED FUNDS

Conviction, with a paper trail.

SignalPattern is the AI operating layer for research-led funds. Research the thesis, decide it with confidence per claim and dissent preserved, and learn how good your calls really are.

FUND MEMORY · EVERY THESISIllustrative
FUNDFund memory, with outcome recall
CALIBRATIONAUDITCONTINUITY
Thesis
RECORDED
WITH EVIDENCE
IC file
RECORDED
DISSENT KEPT
Position
RECORDED
RECORDED
Outcome
RECORDED
LINKED
Lesson
RECORDED
REUSED
Judgment stays yours. The record travels.
ONE SYSTEM · THREE JOBS

Same reasoning stack. Built for research funds.

Same evidence chain. Same governance. From the first thesis to the IC file to knowing, with calibration, how good the fund’s calls have been.

RESEARCH
Test the thesis?
Thesis · market map · comps · diligence · scenario forks
01Every claim sourced
02Assumptions stress-tested
03Scenarios forked
DECIDE
Conviction IC can trust?
IC file · confidence · dissent preserved · re-run on new facts
01Confidence per claim
02Weak spots named
03Decision recorded
LEARN
Know how good you are?
Predictions tracked against outcomes · calibration · lessons reused
01Outcomes linked
02Calibration shown
03Lessons reused

Illustrative deal · Industrial water security

Water is the constraint nobody priced.

Can a proposed industrial site secure senior water rights for 20 years?

  1. What surfaces

    A watch on drought declarations and curtailment orders in the basin fires.

  2. What we evaluate

    Senior rights holders near site B with distress signals. Owners resolved.

    Hold site A and pursue site B. Rights priority is under active adjudication.

  3. How it moves forward

    Rights acquisition with lease-back to the current user.

    Potential capital: Water investors · Infrastructure fund · Private credit.

    Actual curtailment outcomes write back.

Illustrative deal · Critical minerals from mine tailings

Yesterday’s waste pile is tomorrow’s supply chain.

Where can a critical mineral be recovered from above-ground tailings faster than a new mine can be permitted?

  1. What surfaces

    A watch on supply concentration and new offtake programs fires.

  2. What we evaluate

    Deposits scored on grade, infrastructure and ownership. Owners resolved and existing commitments checked.

    Pursue 3 deposits. Grade estimates rest on historical assays. Some nearby supply is already committed under existing offtake contracts.

  3. How it moves forward

    Royalty or streaming plus a processing joint venture.

    Potential capital: Royalty investor · Strategic acquirer · Project finance.

    New assay results write back against the estimate.

VERIFICATION · TWO LATTICES

Two lattices. One verdict.

Every material claim is read through many lenses and tested for what actually drives it. Dissent is kept, not averaged, and the file states what would change the call.

BELIEF LATTICE · HOW MANY WAYS TO READ IT
56,160
lens combinations
30 cultural × 12 epistemic × 12 domain × 13 frameworks
INTERPRETANALYZETRACE
CAUSAL LATTICE · WHAT DRIVES WHAT
18
causal models
typed drivers, confidence bars, counterfactual forks
DRIVERSFORKSCALIBRATE
THESIS RUN · INDUSTRIAL WATER SECURITY · ILLUSTRATIVEHold site A. Pursue site B.Senior water rights for a 20-year industrial horizon
✓ Rights holders and owners resolved✓ Rights priority under active adjudication✓ Dissent kept, not averaged
The question is what would change it.
THE ENGINE LIBRARY

86 engines. Yours too.

Methods your team already trusts, by job: market, competitive and deal research, underwriting and entry, the book, and your own method captured once.

RESEARCH
Market ResearchCompetitive IntelMarket Entry
DEAL
M&A IntegrationUnderwriting SupportLender Matching
STRATEGY
Three HorizonsWardley MapsPlatform Strategy
PORTFOLIO
Account PlanningWin/Loss AnalysisRetention Analysis
+ Your methods, as custom enginesCAPTURED ONCE, RUN LIKE ANY OTHER ENGINE

86 production engines. 1,100+ agents.

SIGNAL MONITORING

It watches. You decide.

Set the sources and triggers. When something changes, the system gathers the evidence and writes the brief. A person signs off, and the approved context is kept for the next call. Nothing acts on its own.

THE WATCHSources and triggers you set
THE RUNSourced, then briefed
THE APPROVALA person signs off
THE CONTEXTKept for the next call

A human approves before anything moves.

SIGNAL MONITORING · FLOW
1Watchsources, triggers
2Source runevidence gathered
3Signalwhat changed
4Briefwhat it means
5Approvala person decides
6Contextkept for next time
GOVERNED ·HUMAN APPROVESAUDIT TRAIL KEPT
EXECUTION

From call to action.

The recommendation is broken into a plan, scoped into tasks and executed inside your systems. Reads are free. Writes are gated. Every action is recorded, and outcomes feed the next run.

THE PLANRecommendation, broken into tasks
THE GATESReads free, writes approved
THE RECEIPTEvery action recorded
THE LOOPOutcomes feed the next run

Reads are free. Writes are gated.

EXECUTION · FLOW
1Recommendationfrom the decision file
2Plansteps, owners
3Tasksscoped, assigned
4Executioninside your systems
5Outcomewhat happened
6Feedbackback into the engine
GOVERNED ·READS FREEWRITES GATEDAPPROVALS SCOPED

Evidence

Your evidence. Plus ours.

Bring your data room, filings and research. Connect them to evidence on the assets and markets behind the deal.

Source coverage varies by country and domain.

Energy

Gas and power

Water and land

Rights, parcels and owners

Infrastructure

Fiber and logistics

Minerals and agriculture

Deposits and supply chains

The models are commodity. The method compounds.

Anyone can rent frontier models. The advantage is the graph, the method, and the outcome memory. Every source, assumption, decision and observed outcome writes back into the next run.

20B+normalized rows
86production engines
1,100+specialized agents
20thesis families
HOW IT STARTS

Start with one live thesis.

A live call you are weighing. Captured as an engine, with your team. Your analysts test it. Scale it or stop. Your call.

Small to start. Proof before scale.
Bring one live thesis
THE PILOT · WHO DOES WHAT
YOUR FUND
SIGNALPATTERN
1 Pick the thesisOne live call, NDA first
2 Run itEvidence, drivers, forks
3 Decision fileSources, weak spots, confidence
4 Test itYour analysts check it
5 RefineOn their corrections, versioned
6 Scale or stopYour call