Autonomous agents that execute your back-office operations
Deploy focal agents that start narrow, prove themselves on constrained tasks, then expand into adjacent workflows as trust accumulates.
How agents work
Each agent begins with a single workflow constraint — one task type, one decision boundary, one verification standard. Agents classify tasks into three tiers: intelligence tasks they handle autonomously, human-needed tasks with supervised autonomy, and judgment tasks where they draft and humans decide.
As accuracy compounds, agents earn autonomy over adjacent operations. Every human correction becomes a training signal. The system improves with each interaction through a continuous think-prune-train-improve cycle.
Pattern recognition, data extraction, classification
Multi-step workflows, approvals, cross-referencing
Edge cases, exceptions, novel situations
Performance
Execution Cycle
Think. Prune. Train. Improve.
A continuous loop that turns every task into a learning opportunity. Agents reason, eliminate low-confidence paths, and improve with each interaction.
Think & Prune
Agent reasons through the task using domain-specific knowledge and structured decision trees, then eliminates low-confidence paths to surface only high-threshold actions.
Train & Correct
Every human correction becomes a training signal. The model improves with each interaction, learning from disagreement and building domain mastery over time.
Improve & Expand
Deploy updated capabilities and expand the agent's scope into adjacent workflows as trust builds. Graduated autonomy from single task to full process ownership.
Focal Agents
Start narrow. Expand with trust.
Each agent begins with a single workflow constraint. As accuracy compounds, the agent earns autonomy over adjacent operations.
Trust builds over time
Agents expand their scope as they prove accuracy on constrained tasks.
Week 1
Single task
One constrained workflow. Human-verified outputs.
Month 1
Task family
Adjacent workflows unlocked. Graduated autonomy.
Quarter 1
Full process
End-to-end execution. Humans handle exceptions only.
Three tiers of intelligence
Every task is classified by complexity. Agents handle what they can, escalate what they cannot.
Pattern recognition, data extraction, document classification. Fully autonomous from day one.
Multi-step workflows requiring system access, approvals, or cross-referencing. Supervised autonomy.
Edge cases, exceptions, novel situations. Agent drafts, human decides. Every correction trains the next generation.
Deploy your first agent today.
Start with a single workflow constraint. See results in days, not quarters.