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PaperByte
Assistants inside your product

An assistant that knows your business, cites its sources, and knows when to stop.

A copilot that hallucinates is worse than no copilot. We build agents grounded strictly on your own content, that cite what they answered from, hand off to a human when confidence drops, and have tool access scoped so they can only do what you sanctioned.

  • Claude
  • GPT
  • Gemini
  • Llama
  • ONNX Runtime
  • PostgreSQL
  • Node.js
What you get

Deliverables

Retrieval grounded on your documents and data
In-product copilot with scoped tool access
Support deflection with clean human handoff
Source citation on every answer
Confidence thresholds and safe fallback behaviour
Evaluation harness so quality is measured, not assumed
Why us for this

Proof from shipped work

Not case studies we admire. Systems we built, running now.

01

Built an AI knowledge base for a live chat product, ingesting a company’s existing documents

02

Shipped confidence-based human handoff rather than letting a model guess

03

Runs on-device inference with ONNX Runtime where data cannot leave the device

Also relevant

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Next step

Need ai agents & copilots?

Thirty minutes with the engineers who would do the work. We will tell you what it takes, what it costs, and whether you should build it at all.

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AI Agents & Copilots — PaperByte