OTON

AI Document Intelligence

Give your AI a memory.

Process your documents once. Query forever. OTON makes document intelligence faster, cheaper, and ready for real scale.

Document AI that doesn't scale

Most solutions re-read every page on every question. You pay and wait every time.

Costs that spiral

Every question re-processes your documents. Your bill grows with every click.

Slow answers

Latency adds up. Users wait. Decisions get delayed.

Long documents out of reach

Your AI can’t hold or reason over 100+ pages. Big reports? Not an option.

One step. Unlimited queries.

OTON gives your AI a compact, persistent memory of your documents.

Step 01

Upload

Feed your documents in. PDFs, reports, contracts — any length.

Step 02

Compress

OTON creates a compact memory. Processed once, never again.

Step 03

Query

Ask anything, unlimited times. Fast, cheap, and reliable.

What you gain

Less cost. Faster answers. Long documents finally possible.

Document processing
Without
Every request
With OTON
Once only
Token usage per query
Without
Very high
With OTON
Up to −90%
Response time
Without
Gets slower
With OTON
Stays fast
Cost predictability
Without
Unpredictable
With OTON
Predictable
Long documents
Without
Not possible
With OTON
Fully supported

Built for real workloads

From long reports to continuous intelligence.

Global reasoning on 100–200 pagesReason across full reports and long documents without splitting or losing context.
Agents with real memoryAgents that remember your documents and reason over them without re-reading.
Complex documents & contractsAnalyze long reports, manuals, and multi-page documents in one go.
Production-ready pipelinesPredictable cost and performance. Built to scale with your stack.
Works with your existing models
Proven in benchmarks
Predictable pricing and performance

Stop re-processing. Start scaling.

See how OTON can cut costs and unlock long-context document intelligence for your use case.

Request a demo