Catch the drift nobody else watches.
Most agent failures aren't sudden. They're slow capability creep + persona drift. An agent's behaviour gradually diverges from its declared system prompt over weeks. Runtime governance catches active bad behaviour — Drift-Observability catches the slow corruption. The agent whose drift it watches is a superintelligent AI agent — an agent whose action we would not accept on its word.
What drift looks like
Typical patterns: tool-use creep, output drift, topic-boundary shift.
Tool-use creep
An agent meant for "lookup orders" gradually starts using "refund_customer" — first once a week, then daily. No single call looks wrong. The pattern does.
Output verbosity drift
A support agent that used to give 2-sentence answers starts giving 12-paragraph essays.
Topic boundary shift
A finance agent starts answering relationship-advice questions. Its declared intent was "finance only".
What runtime governance catches — and what Drift-Observability catches differently
Runtime governance
- Catches an agent doing something BAD right now
- Blocks a single destructive call · vetoes a quorum-required op
- Fires on every action · expensive at scale
- Misses gradual change because no single call is "bad"
- Designed for ATTACKS, not erosion
Drift-Observability (this product)
- Records a per-agent behaviour fingerprint over time
- Measures how far each agent has moved from its declared baseline
- Flags agents that drift too far for human review
- Cheap to run · scheduled scans, not per-action
- Designed for EROSION, not attacks
How drift gets caught
Drift-Observability tracks how each agent's behaviour changes over weeks and pages your team before a customer notices.
Observe
Behaviour recorded every session. Lightweight, agent-side.
Compare
Continuous comparison against the baseline. Trend tracked across days, weeks, months.
Review
Drift found → your dashboard goes amber. What changed is named. Sample sessions for review. Reset baseline if it's healthy drift; roll back deploy if it's regression.
Get Drift-Observability for your agent fleet.
Bundled into INTEGRITAS BUSINESS / SOVEREIGN, or available as a standalone add-on.
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