PRODUCT
Production in days.
Not months.
The PAR pipeline: discover insights automatically, match at machine speed, audit every decision. Build AI workflows visually.
STUDIO
Your SMEs already understand 80% of the matching work. Coherany lets them run it themselves.
An LLM coach helps them define each pattern and sign off on it. The deterministic engine runs every decision in production, audit-ready by default. Your data scientists sponsor and review. Your SMEs operate.
Extensive Node Library
Data ingestion, AI processing, ML models, delivery. Whatever you need to build.
Industry Templates
Pre-built workflows for your industry. Customize and deploy.
Built-in ML
Matching, clustering, and analysis. No code required.
Automated Triggers
Schedule, file arrival, webhook, API call, or database event
Error Prevention
Catches mistakes before your pipeline runs
Dev-to-Prod
One deployment path. No staging surprises.
THE PAR PIPELINE
The pipeline that compounds with use.
Pattern-Approved Retrieval. AI discovers insights in your data. Your team approves them. Every new record matches instantly. The library compounds with use.
Rear-end collision at intersection, minor damage to bumper, no injuries reported. Claimant requests full bumper replacement and paint correction.
0.94Low-speed parking lot incident, cosmetic scratches on driver side panel. Third party acknowledged fault at scene. Estimate pending.
0.91Fender bender on highway exit ramp, airbags not deployed, vehicle drivable. Police report filed. Claimant reports mild neck stiffness.
0.89Discover
AI analyzes your data and surfaces natural patterns. No labeling or setup required.
Approve
Your team reviews each pattern. Nothing goes live without a human yes.
Apply
Approved insights apply to every new record instantly. No per-record API costs.
Compound
Unmatched records feed the next discovery cycle. The library grows.
RAG Pipeline
- ✕LLM generates every response
- ✕Hallucination risk
- ✕Per-token cost scaling
- ✕Non-deterministic
- ✕Prompt-dependent quality
PAR Pipeline
- ✓Matches human-approved insights
- ✓Zero hallucination
- ✓Flat-rate matching
- ✓Deterministic output
- ✓Human-approved quality
Connect Any Data Source
- REST API
- PostgreSQL
- CSV
- PDF documents
- Audio transcription
- Video
- S3
- Custom adapter
- Automated events
No AI Vendor Lock-in
- Anthropic (Claude)
- OpenAI
- AWS Bedrock
- Local / private deployment
- Any OpenAI-compatible endpoint
ENTERPRISE
Deploy with confidence.
Customer data is physically isolated
Every table enforces strict access boundaries. If anything fails, access is denied by default.
Answer any regulator in seconds
Immutable audit log. Every decision is fully traceable.
Automatic notifications on every event
Get notified when insights are published, approved, or rejected. Integrate with any downstream system.
Developer-ready from day one
Python SDK with full documentation and code examples.
Flexible deployment
Cloud, private cloud, or on-prem. Deploy where your compliance requirements need you.
Automate anything in the platform
Complete REST API with OpenAPI documentation. If you can do it in the UI, you can do it via API.