Verification assets for regulated systems
Confidence is easy.
Calibration is the work.
CalibrateDrift reads the metadata your systems already hold to derive the impact of a change, decipher its dependencies, and size its blast radius. Risk, compliance, and quality teams get evidence they can trust, for decisions made by people and by AI agents.
Talk to us about assuranceBuilt for regulated industries, where trust is earned with evidence: for risk, compliance, reliability, and quality.
01 — Drift
As systems grow, they drift.
Drift in a system becomes drift in everything that depends on it.
Drift in decisions
Choices are made on a picture of the system that is no longer true.
Drift in implementations
What runs moves away from what was designed and approved.
Drift in expectations
Behaviour departs from what policies, controls, and stakeholders assume.
Drift in reality
Records and documentation describe a system that no longer exists.
We calibrate that drift.
CalibrateDrift keeps the trace and the evidence that decisions rely on, so trust in a system rests on what it is today, not what it used to be.
02 — What we derive
Every change, measured for risk.
- 01
Impact
What the change reaches.
- 02
Dependencies
What it relies on, documented or not.
- 03
Blast radius
How far a failure could spread.
- 04
Gaps
Where evidence is missing or stale.
Derived from metadata. Every observation traces back to its source.
03 — Assurance
Assurance for the age of agentic decisions.
AI agents now approve changes, triage incidents, and act on live systems faster than any review board. Each decision is only as sound as the picture of the system it was based on.
CalibrateDrift gives agents, and the people accountable for them, the same calibrated ground truth. Every agentic decision can be checked, explained, and trusted.
- 01Agent proposes a decision
- 02Calibrated against trace, dependencies, and evidence
- 03Assured, or escalated to a person
What trust in a change depends on.
- Blast radius
- How far could this change spread, and which customers or obligations sit inside it?
- Dependencies
- Which systems and vendors does it rely on, including the links nobody documented?
- Gaps
- Which controls lack evidence, and which observations need follow-up before an audit?
04 — Contact
Start with one decision you need to trust.
Bring a system, a change, or an agent-driven workflow that is hard to assess today. We will show what its metadata reveals: the impact, the dependencies, the blast radius, and the gaps in evidence.
hello@calibratedrift.com