Avencor Custom Models and RAG
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Custom Models and RAG

AI that answers in your language, not the internet's.

When generic AI isn't enough, we build models grounded in your own knowledge, accurate, explainable, and tuned to how your business actually works.

The result you walk away with

An AI that's right because it's grounded in your truth, and can show its work.

No more confident-sounding wrong answers. Every response is backed by your data, with citations your team can check, and it's an asset you own, not a tool you rent.

Sound familiar?

Off-the-shelf AI doesn't know your business.

  • Generic models give plausible answers that are subtly, or badly, wrong.
  • You can't trust output you can't trace back to a source.
  • Your real advantage is in data the public models have never seen.
How we build it

Grounded, evaluated, and yours to keep.

01

Connect your knowledge

We build retrieval over your documents and data, so answers are grounded in your reality.

02

Tune where it helps

We fine-tune only when it meaningfully improves accuracy, no complexity for its own sake.

03

Prove the accuracy

We test against real cases and deploy with monitoring, so quality holds over time.

What is included
  • Retrieval pipelines over your own data
  • Fine-tuning where it measurably helps
  • Evaluation and accuracy testing on real cases
  • Citations and explainability built in
  • Deployment, monitoring, and handover
Picture the difference

Your team asks a hard question and gets the right answer, with the exact source attached, in seconds.

  • Answers grounded in your truth
  • Explainable, cited, trusted
  • An owned asset, not a rented tool

Make AI that actually knows your business.

Book a free discovery call and we'll scope what a grounded model could do for you.

Book a discovery call