Autonomy with bounded authority

Agentic AI Systems

We engineer agents for real workflows where every identity, delegated action, tool call, and failure path needs an explicit operating contract.

smart_toy

Design and ship AI agents with scoped identities, permission boundaries, evaluations, containment, and risk-based approval paths.

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When to bring us in

Signals the system needs a stronger production path.

01

An agent demo works, but reliability drops across longer or delegated tasks.

02

Agents share credentials or can reach more data and tools than their task requires.

03

The team cannot reconstruct why an agent acted or where a handoff failed.

04

Human approval exists everywhere, nowhere, or without a clear risk model.

What we build

Capability, control, and ownership in one system.

hub

Agent architecture

Define identities, task boundaries, tool contracts, delegation rules, memory, and recovery behavior.

fact_check

Evaluation systems

Test task success, policy compliance, regressions, adversarial inputs, and semantic failures.

shield_lock

Operational containment

Control egress, credentials, budgets, rate limits, escalation, interruption, and automated shutdown.

Production controls

Guardrails that live in the workflow.

  • ruleOne scoped identity per agent or delegated role
  • ruleLeast-privilege tool and data permissions
  • ruleExplicit delegation depth, budget, and stopping conditions
  • ruleNetwork egress policy and isolated execution
  • ruleTamper-evident action logs and automated shutdown triggers
  • ruleRisk-based human approval at consequential decision points

Measurable outcomes

Evidence that guides the next decision.

  • monitoringTask-success and policy-compliance rates by workflow
  • monitoringHuman escalation, override, and recovery rates
  • monitoringCost and latency per completed business task
  • monitoringTime to detect, contain, explain, and recover from agent failures

Start with Technical Review

Make the next production decision with evidence.

Start with the identities, permissions, delegation paths, evidence, cost, and incident posture already in place.

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