Decision Laboratory
Frames decisions, connects evidence, records approvals, and compares recommendations with outcomes.
Connected through shared evidenceDecision Intelligence / Active Prototype
FORECAIRN
Governed decision intelligence for the NexCode system
The engine of the NexCode system: governed decision intelligence that keeps evidence, memory, live data, briefs, and approvals in one place, and checks its claims against what actually happened.
Web · FastAPI · Open contract/ Product thesis
Useful intelligence needs more than a model response. Forecairn writes down what it believes as claims, each with a confidence and the condition that would prove it wrong, and scores them against what actually happened. Models reason inside it; the record is what counts.
/ One platform
Many modules,
one engine.
Forecairn now brings together 7 modules that used to be separate products: Revive for focus and work sessions, Summit for money decisions, always signed off by a person, NexOverlay for one schema for showing claims and scores, Orbit for the next useful move, as a proposal, Relay for handoffs between people, opt-in only, ShipLog for build decisions and milestones, and Keepsake for private memory that stays local by default. Their roles are set; module-specific features are still to come.
- Revive
- Summit
- NexOverlay
- Orbit
- Relay
- ShipLog
- Keepsake
/ Forecairn 1.1 workspace
From live evidence to reviewed decisions.
Explore FIELD weather and radar, then sign in to organize projects, connect sources, and use the Intelligence Pilot.
/ Forecairn connected system
Observe reality.
Remember why.
Forecairn is the engine of the NexCode system. The v1 foundation is working as three connected prototypes over one Decision & Memory Library. Models are used for reasoning; NexCode owns the evidence, rules, workflows, approvals, and the record of what actually happened.
FIELD Pilot
Registers governed sources and devices, checks collection health, and turns observations into reusable evidence.
Connected through shared evidenceIntelligence Pilot
Produces structured briefs, risks, and options while keeping assumptions and uncertainty visible.
Connected through shared evidence/ Long-term technology stack
Eight coordinated layers guide the platform beyond the current prototype.
Reality Graph
Connect entities, events, evidence, decisions, and outcomes in a persistent world model.
Platform directionCausal Twin
Model bounded systems and the causal relationships that may shape their behavior.
Platform directionBranch Engine
Explore plausible paths while preserving assumptions, uncertainty, and constraints.
Platform directionDecision Genome
Record how a decision formed so its reasoning can be reviewed and improved.
Platform directionProof of Reality
Preserve provenance and verification trails for observations and transformations.
Platform directionConfidence Exchange
Represent confidence transparently without converting uncertainty into false certainty.
Platform directionIntent Compiler
Translate human goals into structured, governable objectives and actions.
Platform directionFederated World Twins
Coordinate authorized models across systems without erasing ownership or boundaries.
Platform direction/ Build in public
Explore the Forecairn foundation on GitHub.
Review the architecture, prototype workspace, API, database migrations, tests, and project roadmap.
/ Non-negotiables
Evidence before confidenceUncertainty stays visiblePeople remain accountableDefault local, opt-in sharing
Target user
Operators, researchers, developers, and decision-makers working with changing real-world information where provenance, uncertainty, and consequences matter.
Core problem
Live signals, documents, model outputs, and human observations arrive through disconnected systems, making it difficult to preserve their context or turn them into accountable decisions.
Differentiator
One NexCode-owned record connects sources to evidence, memory, claims, approvals, and measured outcomes, while model providers stay replaceable. nexAI proposes; Forecairn records, scores, and can say no.
/ Minimum viable product
Small enough to learn.
Strong enough to keep.
- 01Forecairn Memory with projects, sources, conversations, memories, archives, and deletion controls
- 02Software Decision Laboratory for evidence-backed decisions and outcome review
- 03FIELD Pilot for governed connectors, observations, ingestion health, and live data
- 04Intelligence Pilot for structured briefs, risks, and recommended actions with assumptions visible
- 05Shared contract for events, evidence, claims, decisions, outcomes, and confidence, with a human sign-off for health, money, and public decisions
/ Product system
The loop behind
the interface.
nexAI proposes → Forecairn records a claim with a confidence and what would prove it wrong → a person decides where it matters → the outcome is recorded → the claim is scored and the next one starts from that record.
Research-stage platform. Any future business model must preserve source transparency, data control, and a strict separation between trust signals and paid influence.
An active NexCode prototype for transparent decision intelligence—not an autonomous authority, universal truth engine, or guarantee about future events.
/ Website architecture
Built as a system.
A practical architecture sized for the current stage and ready to evolve after real usage.
- Portable browser workspace backed by a versioned FastAPI service↗
- Versioned shared contract (JSON Schema) for events, evidence, claims, decisions, outcomes, and confidence↗
- Replaceable model providers used for reasoning, with server-side credentials and structured outputs↗
- PostgreSQL-ready storage layer designed for managed Supabase↗
- Governed connector registry with collection policies, health, provenance, and unit normalization↗
- Shared evidence flow across FIELD, Decision Laboratory, and Intelligence Pilot↗
- Human approval boundaries, audit events, and provider-independent model contracts↗
/ Realistic launch path
Evidence before expansion.
Timelines assume a focused solo or very small team.
Current
Connected foundation
Stabilize the shared memory, source registry, and three prototype workflows, and land the shared contract: claims, outcomes, and per-domain scoring in the Forecairn API.
Next
Hosted pilot
Deploy an authenticated API, managed database, scheduled collectors, and observability for a private cohort.
After hosting
Edge validation
Test authenticated device gateways, offline buffering, calibration, and safe field operations.
Evidence-led
Responsible expansion
Advance the Reality Graph and simulation stack only when measured pilot outcomes justify it.
Evidence and provenance completenessSource freshness and collection successRecommendation usefulnessHuman override and outcome captureClaims scored against outcomes, per domain