The Operating System
for Financial Truth.
LodgeiT Labs builds the open-source infrastructure bridging the gap between probabilistic AI and deterministic accounting. We empower developers to build zero-hallucination, cryptographically auditable financial systems.
The Scene Protocol
Specification · In ProgressLedgers are caches. Activity is the truth.
Every trade is one shared story — commitment, fulfilment, claim, settlement, receipt — and each party's accounting system holds only a cached projection of it. The Scene Protocol supplies the trust layer that turns projection into replay: one shared record of the scene, and any ledger derivable from it as a pure, verifiable function.
Read the protocol →
The Discipline
The structural foundation of the LodgeiT Labs ecosystem. Every project below runs on a deterministic, self-policing narrative layer. This is the methodology that replaces hope with math.
Brain Pattern
Memory ArtifactA public blueprint for building a deterministic, self-policing narrative layer over complex codebases. Proofing 0 (cryptographic graph integrity) meets Proofing 1 (Prolog-based logical coherence) to guarantee Tri-State CI.
The Ecosystem
The sovereign infrastructure, declarative solvers, and logic engines built on top of the discipline.
The reasoning substrate
Logical English
RulesExecutable statute: legal and domain rules written in controlled natural language that compile to deterministic constraint logic. One text a lawyer can read and a machine can run.
Staging fork: LogicalEnglish-LodgeiT
FOL_solvers
ResearchResearch substrate: logic programming and knowledge-representation experiments underpinning the deterministic layer.
brain-pattern
MethodologyThe public methodology: how an AI agent's memory is kept honest with cryptographic integrity, append-only ledgers, coherence audits and receipts. The discipline behind everything else on this page.
The agent surface
clawdog
EngineThe neurosemantic accounting engine: LLM flexibility in front, SWI-Prolog rigor behind, zero-hallucination outputs where it counts.
clawdog-mcp-server
MCPMCP access to LodgeiT tools: point any MCP-capable agent at the calculator constellation.
clawdog-kit
KitAgent-driven AU tax and accounting calculator kit with CSV templates: the fastest way to run the calculators yourself.
Integration kits
clawdog-calculator-api
REST APIThe Calculator-Constellation REST API.
Live docs: lodgeit.org/calculators.html
clawdog-calculator-api-integration-kit
ClientClient-side integration kit for the REST API.
clawdog-widget-renderer
WidgetsSchema-driven HTML widget renderer for calculator surfaces.
fano-classifier-integration-kit
ClassifierIntegration kit for the Fano classifier (account classification with a deterministic firewall).
report-generator-frs-105
UK FRS 105FRS 105 report generation kit (UK micro-entity accounts).