AI agents that execute real workflows
Our agents classify requests, pull context from ERP and business systems, check policies, route approvals, and update the systems of record. Governed and observable, with proof behind the claim: our flagship multi-agent deployment cut one client's analyst-hour cost by about 92%, verified and anonymized.
THE SERVICE
From workflow definition to a governed agent in production
~92%
lower analyst-hour cost
Verified, anonymized outcome of our multi-agent spend-categorization system. About $4.6M saved per year.
6-20 wks
agent system delivery
Agent specs, tool integrations, evals, observability, and rollout.
Every build
human-in-the-loop on high-risk actions
Approval gates, source logging, and role-based access are standard, not add-ons.
WHERE IT LANDS
Agent systems we build
Patterns proven in production, adapted to your workflow.
Multi-agent classification & data factories
Specialized agents split high-volume knowledge work into a governed pipeline: normalization, mapping, ambiguity routing, QA, with confidence scoring throughout.
Industries
Financial Services
Insurance
Healthcare
The pattern behind our verified result
Vendor cleanup, category mapping, ambiguity routing, and QA review run as separate agents. Low-confidence records always route to human review.
Verified economics
Annual analyst-hour cost fell from about $5M to about $400K for an anonymized procurement-analytics organization.
Exception & case-management agents
Agents that detect blocked work, explain the exception, recommend next actions, and route to owners, across ERP, CRM, and M365.
Industries
Financial Services
Insurance
Retail
Ranked queues instead of inbox digging
The agent retrieves context, explains what's blocked and why, checks the applicable policy, and drafts the resolution for approval.
An operating layer, not another tool
Recommendations arrive in Teams and the systems people already use, with every action logged.
Executive briefing & decision agents
Briefing agents compile KPIs, risks, explanations, and recommended actions from scattered operational data into leadership-ready summaries.
Industries
Financial Services
Manufacturing
Professional Services
WHAT'S INCLUDED
Everything a production agent needs
Agent & workflow specification
Design
Task decomposition, tool inventory, policy rules, escalation paths, and success metrics, agreed before code.
Tool & system integrations
Connect
Governed connections to ERP, CRM, M365, ticketing, and APIs. Least-privilege by default.
Evaluation suite
Prove
Task-level evals and regression sets, run before and after every change. Quality gets measured, not assumed.
Human-in-the-loop design
Govern
Approval gates for high-risk actions, review queues for low-confidence outputs, full audit logging.
Observability & monitoring
Operate
Tracing, cost and latency dashboards, drift alerts, and incident runbooks.
Rollout & enablement
Scale
Standardized delivery templates, QA gates, and training. The same practice that makes our own delivery 3X faster.
IMPACT
What agent systems change
~92%
Economics
Lower analyst-hour cost in our flagship multi-agent deployment, anonymized and confirmed.
Routed
Move Work
Exceptions detected, explained, and routed to owners instead of waiting in inboxes.
HITL
Controlled
High-risk actions gated by human approval, with evidence logged for audit.
PROOF
Agents in production
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