Ground-truth data infrastructure
Two engines. One mission: turn raw signal into structured truth.
engramly builds inference engines that compress real-world data — documents, spectra, sensors — into the structured form your downstream systems can actually reason about.
Two product lines
Engramly Parse
An ultra-fast PDF-to-Markdown engine for LLM pipelines. Tables, formulas, multi-column layouts — parsed in seconds.
- 100-page PDF
- ~ 2 seconds
- Free tier
- 500 pages / month
- Surfaces
- PDF · Extension · n8n · MCP
Engramly Lab
Formulation analysis for flavour, fragrance and essential-oil research. CRO data analysis, turnkey appliances, subscription spectral libraries.
- Reference oils v1
- 10 +
- Use cases
- R&D · QC · Replication
- Delivery
- CRO · Appliance · Subscription
What we believe
Structure beats text.
Downstream systems — LLMs, chemists, dashboards — do not consume raw bytes. They consume structure. Our job is to compress 'raw' into 'usable'.
Inference must be cheap.
If an engine is too expensive to run on every record, no one will. We pick architectures that scale to zero and price per unit of useful output.
Don't dress up a model as a report.
We never market model output as an authoritative report. Where regulators expect a stamp, we provide raw data analysis — and a clear disclaimer of scope.
Want to talk?
Reach out for developer partnerships, lab collaborations, or anything in between.
hello@engramly.net