Use Cases
WHAT PEOPLE WANTED, AND WHAT GOT BUILT
Every one of these started with someone who knew exactly what they needed. Here's what they brought us, what we built, and what changed.

Three Systems That Disagreed, One Portal The Team Reads
Beauty / Consumer GoodsData Aggregation
9,243Orders Under One API

Customer Care Knew Something Was Wrong. Nobody Knew How Much.
Supplements / Direct SalesData Aggregation
1,232Failed Charges In One Month

A Storefront Taken Back Off A Platform They Could Not Edit
Beauty / Consumer GoodsWorkflow Automation
12Product Pages Cleaned

Switching Off The System Of Record, Without Touching Code On The Day
Supplements / Direct SalesWorkflow Automation
388.6MRows Archived And Verified

Four Marketplace Listings Went Dark And Nobody Knew Why
Beauty / Consumer GoodsInventory & Pricing
806Units In Transit To Dead Listings

A Claims Library, And A Privacy Signal The Site Finally Honours
Beauty / Consumer GoodsDocument Compliance
21 to 39Templates Previewable, Of 45

A Codebase Nobody Could Map, And A Benchmark That Reported Its Own Losses
Travel and Financial EducationTeam Enablement
29Recorded Paired Runs

The Same Rule Flipped Four Times In Three Weeks
Consumer HealthTeam Enablement
4 in 3 weeksFlips Of The Same Rule

A Fictional Brand, Built So A Real Product Could Be Tried
Our own demonstration environmentResearch & Content
2External Testers On Live Infrastructure

Taking SKU Substitution Back From The Warehouse
Supplements / Direct SalesData Aggregation
1,763Orders Stuck Before The Warehouse

A Six System Manual Close, Reverse Engineered From A Screen Recording
Supplements / Direct SalesWorkflow Automation
11 to 18Preview Runs Discarded Per Cycle

Screening What A Field Of Thousands Says About Your Product
Supplements / Direct SalesDocument Compliance
19Regulatory Sources Ingested

Purchase Orders Arrived By Email And Phone
Cosmetics ManufacturingWorkflow Automation
31 of 112Customers With A Login Before

Nobody Left Who Could Map It, And Four Systems Writing The Same Rows
Cosmetics ManufacturingTeam Enablement
165Endpoints Hardened In One Pass

Nobody Could Say Which Document Was The Real One
Corporate DevelopmentResearch & Content
39Sources Indexed And Status Marked