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Stopagent drift.
Agents drift: today it works, tomorrow it doesn't.
Judge intent, not just rules
Industry signal
>
80
%
of unauthorized agent actions through 2028 will be policy violations, not attacks.
Gartner
Cover the tool call, in-path
Industry signal
Every
3
months
the average F500 agent estate doubles.
Gartner
Catch drift the moment it happens
Industry signal
21
%
of enterprises have a mature agentic-AI governance model.
Deloitte, 2026
What security and AI leaders tell us
“
MCP and function-calling is the place where it is most valuable, and today it's uncovered.
Platform architect, top-ten global bank
“
I haven't seen yet this type of controls in the marketplace.
AI architecture lead, top-ten global bank
“
Agents created pathways in the runtime, not logged, not repeatable.
Head of AI & CTO, financial-technology firm
Why Alterion is ahead for agent drift
01
The layer nobody else has
02
Reads intent, in-path
03
Runs in your stack
What the industry is saying about agent drift
40
%+
of agentic AI projects will be cancelled by 2027, weak controls a named cause.
Gartner
82
%
of enterprises have unknown AI agents in their environment.
Cloud Security Alliance, 2026
150
k+
agents per F500 enterprise by 2028, up from fewer than 15 in 2025.
Gartner
Sources: Gartner · Cloud Security Alliance, 2026
In-path latency
<100ms
Layers
Heuristic, semantic, behavioural
Classification accuracy
97.5%
Coverage
Prompt, response, tool call, payload
Code changes
None
Ready to catch drift the moment an agent acts?
Products solving this problem
Draco
Helix
Common questions about agent drift
Behaviour that diverges from intent across a session, the failure mode you cannot write a rule for in advance.
Three layers, one record: heuristic, semantic that reads intent, and behavioural that tracks drift over time, judged in-path by purpose-built small language models.
Yes. The MCP and function-calling step nothing else controls is judged across prompt, response, tool call and payload.
97.5% classification accuracy across six small language models, with a verdict in under 100 milliseconds.
None, and no SDKs. It runs entirely in your stack.
Explore all our solutions
One control plane.
Nothing leaves your walls.
See across every cloud, vendor, and team in days, not months.
