AECai is a local-first document intelligence platform for Architecture, Engineering, and Construction firms. It reads, classifies, verifies, and indexes every document your firm produces or receives.
The Pipeline
Every document flows through the same pipeline. PDF, DOCX, CAD, images — 15+ formats supported.
TextExtractor reads 15+ formats — PDF, DOCX, DXF, Markdown, CSV, HTML, RTF, images via OCR. Outputs raw text, cleaned text, page splits, metadata.
AI-first classification via local LLM. Detects document type, domains, entities, risk indicators, authority level. Regex fallback when AI is unavailable.
Five built-in plugins: standards crossref, PII detection, timeline extraction, financial analysis, contract analysis. Priority-ordered and extensible.
Header-aware semantic chunking. Each unit gets its own classification — authority level, content type, risk relevance. Documents become structured data.
768-dim vector embeddings stored in Qdrant. Search your entire archive by meaning, not keywords. Filterable by jurisdiction, discipline, risk level.
Three Engines
Reads, classifies, and decomposes documents. Simulation-aware pipeline orchestration: deterministic message passing, nested document contexts, self-improving detection patterns, attention-budget scheduling.
Verifies output quality and checks standards against jurisdiction adoptions. Causal consistency graphs, multi-channel error correction, Merkle-tree tamper detection, counterfactual decision logging.
Retrieves patterns from processed archives and generates CAD/BIM scripts. Civil3D and Revit script generation. Holographic redundancy encoding, topological data segregation.
What it detects
ASTM, AASHTO, ACI, IBC, OSHA — detected and cross-referenced against what your jurisdiction actually requires.
The "shall" clauses, liability traps, deadlines buried in boilerplate that nobody reads until it's too late.
Notice to proceed, submittal windows, substantial completion — built into a timeline you can actually track.
PE license numbers, SSNs, contact details — flagged before anything enters any AI system.
Contract value, retainage, liquidated damages, payment terms — the numbers your PM needs on day one.
Owner, contractor, engineer of record, subs — the AI figures out the players and their roles without a template.
Platform
We'll run your documents through the pipeline and show you what AECai finds. No commitment. No data leaves your building.
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