Decisions at scale, through one shared language of actions.
Model your data, rules, workflows, and guardrails so decisions can be automated — without losing traceability or control.
See how information becomes action
Internet-Facing Ingestion
External Data Sources
Data Ingestion & Normalization
Ingested & structured data
Ingested & structured data
Ontology / Semantic Intelligence Layer
Explainability
Receiving context
Querying ontology
RAG on governed data
Explainable outputs
Explainability · Context · Governed RAG
Protected Intelligence Environment
Agentic UI & Workflow Layer
Agent & Reasoning Layer
Secure Local LLM / RAG Layer
→ Decision · Dual-source rare-earth suppliers — 94% confidence
Explainability & Platform Services
Governance & Platform Services
Ingest — run in progress
Signals are collected and normalized into governed evidence.
Built for
The intelligence layer for teams whose decisions carry weight.
The problem
Most teams don’t have an information problem. They have a structure problem.
Important context is scattered across disparate data sources — such as ERP, CRM, homegrown systems of record, industrial databases, geospatial repositories, real-time sensors, and document stores — spanning both structured and unstructured data. Traditional software forces that reality into fixed workflows, and the result is brittle systems and lost institutional memory.
Airfoil gives you a platform that continuously structures knowledge (with an ontology), helps you reason over it (with agents), and ships it into real workflows (with a UI designed for inspection and control).
Inside Airfoil
Intelligence you can inspect.
A glimpse of the signals, evidence, and decisions you can bring together.
Entity Resolution
Evidence Trail
“Section 4.2 flags rare-earth concentration risk across actuator suppliers.”
Patent US-11423311 · p.14
Signal Monitor
Solid-state batteries
Ranked Options
Anomaly Detected
Gross margin dipped 320 bps in the quarter after the supplier change.
Flagged for review
Stated vs Observed
42 pt gap
Forecast Confidence
How it Works
A single place to run intelligence end-to-end.
From raw signals to decisions that compound. Enterprise-grade controls throughout.
01
Connect the evidence
Normalize ERP, CRM, sensors, documents, and external signals into one governed evidence layer.
02
Model the domain
Entities, relationships, and definitions live in an ontology that evolves with your business — not a static schema.
03
Reason with agents
Agents retrieve, cross-check, and synthesize — drafting answers, comparisons, and plans with sources attached.
04
Decide with control
Human-in-the-loop review, provenance, and change history keep people accountable for what ships.
05
Compound the knowledge
Every analysis enriches the model. Past work becomes the next question’s head start.
Why Airfoil
Built for people whose decisions carry weight.
“We stopped rebuilding the same analysis every quarter. The model remembers what we learned — and why we decided it.”
“Every number in our board deck now traces back to a source. That changed the conversation entirely.”
“It’s the first system where agents made our analysts faster instead of busier.”
Use Cases
Designed for high-stakes thinking.
From scouting signals to reviewing decisions — one governed model underneath.
Technology Scouting
Find and qualify emerging technologies before your competitors do — with evidence attached, not just alerts.
Signal Monitoring
Always-on watch over patents, papers, markets, and competitor moves, filtered through your domain model.
Forecasting & Analysis
Connected evidence becomes defensible, explainable forecasts — with the reasoning trail intact.
Competitor & Ecosystem Tracking
See how players, suppliers, and technologies relate — and how those relationships shift over time.
Roadmap Development
Turn analysis into roadmaps where every milestone traces back to the signals that justified it.
Decision Review
Institutional memory for why decisions were made — and when the evidence says to revisit them.
See it in action
Decisions with receipts.
Clarity, continuity, and accountability from messy reality — without compromising on rigor.
50+
Source types normalized into one model
100%
Claims linked to underlying evidence
1
Shared ontology across teams and workflows
24/7
Continuous signal monitoring
Bring your decisions into focus.
See how Airfoil turns scattered data, rules, and institutional knowledge into decisions your team can defend.