FIN Foundations
Build the foundations that make automation safe.

To scale automation, Fin needs clean structure underneath it.
We implement Fin in a transformation-ready way: inbox design, routing, workflows, integrations, and reporting foundations so humans, automation, and AI can work together without chaos, and improvements can be repeated rather than reinvented.


Agent execution layer
(Human Support Agents & AI Bots)
Inbox and routing
A clean inbox is the foundation everything else sits on
Routing rules, team structure, SLAs, and ticket types are unglamorous, but they're what stops automation from compounding chaos. We design the inbox so Fin, your agents, and your workflows all know exactly which conversations belong to them and what good looks like for each.

Workflow engine
Workflows are where the operating model becomes operational
Every customer journey has decision points: who handles this, what does Fin try first, when does it hand off, what happens after resolution. We build those decision points as Workflows so the logic lives in Fin, not in a wiki. Repeatable, testable, easy to change as you learn.

External Integrations
Fin resolves when it can read and act on your systems
Deflection ends where action begins. To actually resolve, Fin needs to look up an order, check a subscription, freeze a card, or update an account. We connect the systems behind your inbox using Data Connectors and Fin Procedures, so AI moves from explaining the answer to delivering it.

Reporting foundations
If you can't see it, you can't improve it
Fin's reporting layer is powerful, but only when it's set up against the right structure underneath. We configure conversation topics, custom attributes, Fin's performance dashboards, and CX scoring so every conversation feeds the next round of improvement instead of disappearing into volume counts.

Measurement is the difference between AI working and AI being busy
Three numbers tell you whether the engine is actually moving: how much Fin is resolving, how customers feel about it, and where the funnel breaks. We make sure all three are visible from day one, then build the rhythm to act on them.
Understanding Measurement Layers

Effective Data Collection Techniques

Techniques for Data Analysis

Ready to evolve?
