AI assistants
Assist people with bounded research, classification, drafting, and operational decisions.
Capability / 01
Intelligent automation, under control.
Replace repetitive manual operations with governed workflows that connect data, software, AI, and human judgment.
We design intelligent automation around defined inputs, permissions, review points, exceptions, and measurable outputs.
Operating problem
Manual workflows break at the handoffs.
Manual operations become fragile when volume grows, decisions live in individual inboxes, and every exception requires another handoff. The answer is not uncontrolled autonomy. It is a clear operating model with automation applied where the rules and value justify it.
- Repeated data entry
- Approval bottlenecks
- Disconnected tools
- Invisible failures
System architecture
Connect the full operating flow.
- 01Trigger
- 02Context
- 03Decision
- 04Approval
- 05Action
- 06Monitor
What we build
Capability, composed around the work.
Each component has a defined responsibility and connects to the surrounding business system.
Explore AI assistants
Workflow automation
Move repeatable work through defined triggers, rules, exceptions, and review points.
System orchestration
Coordinate APIs, browser processes, data sources, and internal software without losing control.
Operational monitoring
Expose state, failures, approvals, and outcomes so automation remains accountable.
Engineering process
From operating context to maintainable system.
- 01
Map
Identify triggers, decisions, dependencies, exceptions, and accountable owners.
- 02
Control
Define permissions, approval gates, confidence thresholds, and recovery paths.
- 03
Connect
Integrate the required tools and information through maintainable interfaces.
- 04
Improve
Observe operation, review failure modes, and refine the workflow with evidence.
Applications
Where the system can create leverage.
- 01Document intake and routing
- 02Operations assistants
- 03Cross-system data movement
- 04Human approval workflows
- 05Scheduled reporting
- 06Exception triage
Technology layer
Tools follow the architecture.
- APIs
- Node.js
- Controlled AI workflows
- Browser automation
- Structured data
- Monitoring