PRACTICE / AI AGENTS

Agents that do the work.

Purpose-built agents that investigate, decide and act across your tools — with explicit permissions and a person available when it matters.

SYSTEM / AGENTSLIVE ARCHITECTURE
INBOX / API01 / NODEREASON + ACT02 / NODEREVIEW GATE03 / NODEDONE04 / NODECONTROLLED · OBSERVABLE · REVERSIBLENL—SYS / 2026
THE PROBLEM

A better way through
complexity.

The busywork has moved beyond data entry. Teams read across five systems, reconcile conflicting facts and advance decisions by hand. Traditional scripts stop at the first exception. That is where our agents begin.

WHAT WE BUILD

The working parts.

01

Tool-aware execution

Connect to approved internal APIs, databases and document systems.

02

Evidence and provenance

Every recommendation carries supporting inputs and a reviewable record.

03

Escalation controls

Route uncertain or high-impact actions to the right person.

04

Evaluation harnesses

Test both the obvious paths and the ugly edge cases.

UNDER THE HOOD

Designed to hold up.

SYSTEM / PRODUCTION FLOWLIVE ARCHITECTURE
INBOX / API01 / NODEREASON + ACT02 / NODEREVIEW GATE03 / NODEDONE04 / NODECONTROLLED · OBSERVABLE · REVERSIBLENL—SYS / 2026
EXECUTION LOG
● request.received 00:00:01
● policy.checked 00:00:02
● human.review 00:00:04
● result.committed 00:00:06
CONTROL PLANE
EXECUTION QUALITY 99.2%
POLICY COMPLIANCE 100%
REVIEW COVERAGE 100%
WHO IT SERVES

Built around people.

01 / ROLE

Finance and shared-services teams

02 / ROLE

Claims and case operations

03 / ROLE

Logistics exception handling

73%FASTER CASE PREP
24/7EVENT MONITORING
100%REVIEWABLE ACTIONS
IN PRACTICE

Evidence over claims.

A logistics team reduced exception triage by 62% while maintaining human approval on consequential changes.

Explore selected work
QUESTIONS / ANSWERS

The practical details.

Only within explicit permissions you approve. High-impact or uncertain actions are routed to a human reviewer.
Yes, through authenticated connectors and APIs, with scoped permissions and appropriate audit logging.
We create evaluation scenarios using real workflow patterns, test adverse cases and deploy under progressive supervision.
NEXT / THE CONVERSATION

Have work worth automating?

Tell us where the friction lives. We will tell you if we can help.

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