Customers in production
Revenue from live deployment inside a global systems integrator’s agent platform.
AckuityRequest access THE EXECUTION TRUST LAYER FOR AI AGENTS
Verify agent actions before execution. With deep security context.
An agent’s worst case is not a wrong answer. It is an irreversible action.
Ackuity sits beside the agent and verifies every action against the intent, identity, permissions and history behind it, before it runs.
NVIDIA Inception member
Agent intends to act. Full context resolves. Ackuity verifies. Action proceeds. Companion controls coexist with Ackuity. Who initiated the action. What they are allowed to do. Why the agent is acting. What the agent intends to do next. What led to this action. Which agent delegated authority. The agent intends to act. Each action passes through Ackuity before execution. Full context resolves. Ackuity verifies. The action proceeds. Verify tool use before execution. Verify the request before it leaves the agent. Verify MCP access in full context. Verify data access before the query runs. Verify authority before delegation. Protect model input and output. Ackuity verifies actions. Coordinates agent behavior. Ackuity verifies execution. Secure connections. Ackuity verifies why the call should happen. Identity informs execution. Ackuity does not replace IAM. Protects sensitive data. Ackuity applies that context at execution. Receives security telemetry. Ackuity creates the execution record.
CUSTOMERS & TRACTION
Paying customers.
Competitive wins.
Early access. Revenue in production. Chosen over incumbent security vendors in head-to-head enterprise evaluations.
Incumbents beaten
Won head-to-head evaluations against established security vendors.
Tier-1 banks
Beta deployments in enterprise environments.
Global SIs & consultancies
Engagements spanning production, pilot and proof of value.
FOUR CASES
Where agents drift from intent.
Guardrails may pass the prompt.
Ackuity stops the action at execution time, with full context.
Same prompt, different outcome
The prompt can be safe. Actions can still be risky.
See the full sequence
Ackuity analyzes actions, context, and history across the session.
Stop attacks at execution time
Hold or block risky actions before they complete.
CASE 01 · Action chain exploitation
Every call legitimate. The sequence is the attack.
What the guardrail read
“Pull the Q3 vendor list, check which contracts renew this month, and prep the renewal summaries for finance.”PASSED
No injection. No sensitive data in the prompt. Nothing to flag.
Where agent actions became threats
Action sequence · Ackuity security verdicts
db.read vendors.q3ALLOWEDdb.read contracts.renewalsALLOWEDiam.role.assume finance-adminHELDapi.post payments.batchBLOCKEDemail.send cfo@ "renewals done"BLOCKED
01 / 04
Illustrative scenarios, not customer execution records. Guardrail coverage varies by implementation.
02 / WHY ACKUITY
Deep security context.
Independent verification.
Understand the action. Verify it before execution. Across your agent stack.
01 / BEGIN WITH CONTEXT
The execution security context graph
Security context beyond the gateway boundary.
Ackuity maintains a live execution security context graph per agent: intent, goals, plan, identity, permissions, data policies, delegation, business rules and action history, resolved before each action commits.
02 / VERIFY IN CONTEXT
Neurosymbolic verification
Go beyond prompt and PII security.
Combine language models, outlier detectors, machine-learning heuristics and deterministic rules for more accurate detection of threats and policy violations in 40–100 milliseconds.
03 / THE EXECUTION BOUNDARY
The Goldilocks zone
Beside the agent. Before the action.
Close to the agent, outside its reasoning. Ackuity connects the action to its task context across gateway boundaries. Close enough to intervene. Outside the agent’s control.
04 / MODEL & PLATFORM INDEPENDENT
One control plane, every runtime
Keep your choice of models, platforms and infrastructure.
Your agents span models, frameworks and environments. Ackuity brings shared security policy and execution context across connected runtimes, deployed inside your own environment.
03 / FROM VISIBILITY TO CONTROL
Start with what
you need to see.
AI teams understand their agents. Security teams set the boundaries.
The design partner discovery is read-only. It reports findings; it does not block your agents.
Request access Start with visibility. Discuss the controls you need.
Start with visibility. Discuss the controls you need.YOUR NEXT STEP
See what your agents are doing.
Read-only. No fee.
Tell us where your agents run. We connect to the telemetry you already have and report what they actually did. You keep the findings.
✓ Read-only to start✓ Direct line to the founders
See what discovery deliversDesign partner discovery: read-only, no fee, findings you keep.