How we work
Start predictable. Expand when the process is ready.
We build automation in three tiers. Each tier earns the next.
The three tiers
- Tier 1 Start here
Deterministic orchestration
Fixed, rule-based workflows for the top 3–5 highest-volume ticket types. Every step is defined in advance. Every outcome is predictable.
- Tier 2 Add next
Generative orchestration
A language model handles variable requests, but only against a bounded toolset. It can choose among approved actions. It cannot invent new ones.
- Tier 3 Later phase
Full agentic bot
An agent that plans and acts across systems. Reserved until your process library and audit requirements are mature.
Why this order
Early deployments stay explainable to leadership. When someone asks why a ticket was handled a certain way, there is a clear answer.
Predictability is what first-time AI buyers usually want. Flexibility comes after trust.
Before and after
Before
- Ticket arrives
- Sits in a shared queue
- Waits on tribal knowledge
- Resolved when someone gets to it
After
- Ticket arrives
- Classified by type
- Resolved or escalated
- Resolved automatically
- Escalated to a person
- Logged to the audit trail
Five build components
-
Intake
Captures requests from email, forms, Teams, or your ticketing system.
-
Classification
Identifies the request type and routes it to the right workflow.
-
Action
Completes the defined service steps in your existing systems.
-
Human fallback
Hands anything unclear or out of scope to a person, with context attached.
-
Audit trail
Records every request, decision, and action for review.
See where your first pilot should be.
Book a 20-minute process review, or watch a help-desk request move from intake to completed action.