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Industries · Technology & SaaS

Ship AI-native features without losing control over quality and trust.

You’re shipping AI features fast — copilots, agents, AI-native workflows inside your product. Speed is the advantage and the risk. Every AI feature you ship is a new system your customers depend on and your team may not be able to fully test, monitor, or explain.

The AI you ship vs. the sign-off your customers demand
In-product AI copilotAgent acting for the customerRAG over customer documentsAI code generationSupport-deflection botAI search in-product

You ship AI features fast — only the ones you can prove are controlled clear the release gate your enterprise customers demand. Illustrative; not a measured result.

Where the risk is

The features you can’t sign off on.

Speed is the advantage and the risk — each of these shipped fast, and none of them is defensible the way it stands today.

  1. An AI feature that behaves differently for every customer’s data and context

  2. An agent in your product that takes actions on a customer’s behalf

  3. A RAG system answering from customer documents, with no check on what it retrieves

  4. A feature that passed demo and shipped, with no plan to assure it in production

The obligation you inherit

“Trust us” doesn’t close the deal anymore.

You inherit your customers’ obligations — if they’re regulated, your AI feature is inside their compliance perimeter, and they’ll ask you to prove it’s controlled.

Enterprise procurement increasingly demands AI assurance evidence before they’ll buy. “Trust us” doesn’t close the deal anymore.

What we assure

Make assurance part of how you ship.

We make assurance part of how you ship — evaluate the features, assure the agents, and give you the evidence your enterprise customers now require before they’ll adopt.

Evaluate the features

We make assurance part of how you ship — every AI feature evaluated, not just demoed.

Assure the agents

The agents acting inside your product, assured for what they retrieve and the actions they take.

Give them the evidence

The evidence your enterprise customers now require before they’ll adopt — produced, not promised.

Prove your AI is controlled — before procurement asks.

Start with an AI Exposure Snapshot, or talk to us about your specific situation.