IMDA released MGF v1.5 at ATxSummit 2026. One case study shows what enforcement-layer governance actually requires. Read the analysis →

AI agent platforms & vendors

Give regulated enterprise buyers a tested answer to how customer authority is enforced.

Aivance works with AI agent platforms and vendors where an enterprise customer needs a scenario-specific view of authority boundaries, configured controls, exception paths, and retained evidence.

Who brings Aivance in: Usually a product leader, CTO, chief security officer, enterprise sales leader, or alliance lead preparing for a regulated customer’s security, outsourcing, or third-party risk review.

Consequential agent actions

Where authority needs to be explicit.

  1. 01Invoking an enterprise tool or endpoint on behalf of a customer
  2. 02Accessing a customer-controlled data source
  3. 03Routing a consequential request for approval or exception handling
  4. 04Producing evidence for an attempted action and its outcome

Illustrative customer scenario

A defined scenario makes the control question concrete.

A customer tool endpoint is invoked through an MCP connection outside the scope the customer approved. What does the configured platform deny, escalate, and log, and can the customer reconstruct the attempted path?

What we test

Give the buyer evidence beyond a product claim.

A defined assessment can shorten the path through security and third-party risk questions by showing observed control behaviour in an agreed configuration and scenario.

01

What does the configured implementation allow, deny, escalate, and record in the defined customer scenario?

02

Does an allowed channel remain controlled when used in an unintended way?

03

Are configuration versions, preconditions, observed results, and limitations clear to the buyer?

Customer-facing evidence

The evidence should be usable by the people accountable for the outcome.

The output is designed for product, security, and customer teams that need to explain what was tested and what was observed.

Defined customer or lab scenario

Versioned configuration and preconditions

Observed outcomes across test paths

Evidence retained and documented limitations

Independence is central: findings and limitations are shared as tested. The assessment covers a defined configuration and scenario; it is not an endorsement, certification, or general product claim.

Discuss a partner engagement.

A 30-minute initial discussion to identify the consequential action, authority rule, and configured control path worth assessing.

Discuss a Partner Engagement