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CTIdris · CTO
Model-agnostic

Adopt AI now — without betting the company on one vendor.

Idris won’t re-architect every time the model leaderboard changes, and he won’t accept a platform that only works with one provider. He needs embedding and LLM choices to be pluggable.

The reality today

Lock-in dressed up as a platform

Single-provider

Tying retrieval to one model means re-architecting to switch.

No on-prem path

Cloud-only models are a non-starter for sensitive estates.

Re-work churn

Each model change forces a painful migration.

How the system works

A pluggable model fabric under one platform

Your estateone source of truthPluggable modellayerAzure OpenAI · OpenAI · your own · on-premGoverned platformsearch · answers · governance — unchanged
See it in the product

The experience stays the same as models change

Copilot

Answers you can actually cite

Ask in plain language — “what can we dispose of?”, “which documents are under legal hold?” — and the Governance Copilot answers from your real estate, with citations back to the source documents. Nothing is invented, and nothing surfaces that the person asking isn't entitled to see.

Fileport product — Answers you can actually cite
What happens, step by step

From problem to proof

1

Pick your providers

Choose embedding and LLM providers — Azure OpenAI, OpenAI, or your own.

2

Swap without re-architecting

The governed platform is unchanged when you change models.

3

Run on-prem if needed

On-prem inference for air-gapped or sensitive estates.

4

Avoid the leaderboard churn

Adopt the best model of the moment without a migration.

Why it lands

What protects Idris’s roadmap

Pluggable
embedding & LLM
On-prem
inference option
No
re-architecture to switch
FAQ

Common questions

Which providers are supported?

Azure OpenAI, OpenAI, or your own models — including on-prem inference.

Does switching models break things?

No. The platform layer is unchanged; providers are pluggable.

Can we run fully on-prem?

Yes, including air-gapped with on-prem inference and zero external calls.

Related reading

Keep exploring

See this on your own data.

Book a demo — we’ll connect a system, ingest a sample, and show this working on your estate.

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