Single-purpose agents
We define one bounded job, its inputs, and a testable completion condition before an agent can take action.
CAPABILITIES / AGENT AND LANGUAGE SYSTEMS
Agent engineering
Agents that do a job end to end: read the input, decide, act inside limits, and hand off to a person for approval.
What this covers
Multi-agent orchestration
A coordinator assigns work to specialist agents while shared state records each handoff and result.
Tool and API calling
Typed tool contracts validate arguments, permissions, and responses at every external system boundary.
Human-in-the-loop approval gates
High-impact actions stop at a review queue with the proposed change and its evidence attached.
Agent monitoring and override
Operators can inspect runs, pause execution, and replace an agent decision without losing the audit record.
How it shows up in the work
BUSINESSESRun leaner with agents on the busywork.Intake, quoting, scheduling, chasing. The middle of the day disappears into work that has a pattern. Agents can carry the pattern and leave your team the judgment.ENTERPRISESOne platform for a growing agent workforce.The first agent is a project. The tenth is a platform problem. Shared retrieval, model routing, monitoring, and tuning are what make the second agent take weeks instead of months.ENTERPRISESMove governed AI into production.A review queue is a place where trained people apply rules to a stream of items. Agents can carry most of that load, if every decision arrives with the evidence behind it.
WHERE IT FITS
Usually proven in a focused proof of value, then expanded under an embedded retainer or operated service.
