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Projects

AI agent case studies.

Product agents, MVPs and workflow automations that Shipkin Studio built with product teams, in one shared repo.

Case studies
7
Industries
4
Agents shipped
19
Merged PRs
3,400

Filter by industry

Fintech2026

Tidewell

Refund Desk Autopilot

An agent that drafts every refund decision at Tidewell for a support specialist to approve.

3.2×
more refunds reviewed per hour
94%
of drafts approved without edits
6 weeks
from first call to production
Health2026

Corvo Health

Clinic Intake Agent

An agent that sorts new patient intake forms and drafts the scheduling note for a coordinator to confirm.

58%
less time per intake form
2 days
sooner from form to booked visit
11
engineers onboarded in one week
Retail2025

Marrow & Co

Catalog Cleanup Crew

Agents cleaned 40,000 product listings across four markets in one sprint, with merchandisers reviewing every batch.

40,000
product listings cleaned
4
markets covered in one sprint
1,200
listings sent to a person for review
Logistics2025

Orchard Freight

Dispatch Copilot

A two-week strategy sprint, then an agent that drafts dispatch notes and driver reassignments for planners to approve.

35 min
saved per planner each shift
88%
of reassignment drafts accepted
8 weeks
from sprint kickoff to production
Fintech2025

Kelpwise

Claims Draft Agent

An agent that assembles each insurance claim file and drafts an assessment for an adjuster to approve.

47%
less handling time per claim
520
eval cases run on every change
2
model switches tested before merge
Retail2024

Pellam

Checkout in Six Weeks

A founder who is not an engineer got a new checkout built and live with paying customers in six weeks.

6 weeks
from first call to live checkout
21%
fewer abandoned carts in the first month
210
tests running on every change
Health2024

Fennic Labs

Lab Booking Agent

Agents that turn clinic booking requests into a draft lab schedule each evening for the lab manager to approve.

9 hours
of scheduling work saved each week
2 a week
releases, up from 2 a month
5 days
to onboard the engineering team

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