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Services






Services — Congruence Studio


Ethnographic Automation

We watch first. Then we automate.

Three services. One method.

What We Do

Field Discovery

A week embedded with your frontline team. Notebooks, workflow maps, and the three-to-five frictions that matter most.

No slides. No discovery decks. We hand you a hand-drawn map and a one-page report. You decide what to build next.

Billed per engagement

Build

We take the field report and build the automation that kills the friction you identified. Small, focused, iterative.

We hand off running code and a brief guide for whoever inherits it.

Billed per engagement

Sustain

A standing retainer. We keep the systems running, handle edge cases as they surface, and do a fresh field observation every quarter to catch new frictions before they calcify.

Available as retainer

How It Works

01

Watch

We embed. One week. Notebooks open.

02

Map

We draw what we found. One page. Hand-drawn.

03

Build

We automate the workaround. Iterative.

04

Hand off

Running code. One-page guide. You own it.

Who It’s For

SMEs and in-house teams who know their workflows have friction but can’t stop running long enough to fix them. Three engagements at a time. We don’t subcontract.

Ready to find the friction?

Book a call. No pitch. Just a conversation about what’s not working.

Book a call →

hello@congruence.studio