Case studies
Systems still running.
Platforms Algobain designed, built and put into production for clients in credit, payments and digital health. Each is written up with the numbers it is held to, and nothing we cannot show.
Client names withheld under NDAUnless the client has agreed to be named.
Engineering partner to
Lead case study · Financial services
Ninety-two percent of late payments, prevented.
A consumer-credit client needed to help customers lift their scores at scale. Algobain built the data pipeline, the ML scoring engine behind the platform, and the controls around it.
Read the case study
Two more, written up in full.
Each one covers the situation, what we built, the architecture, the results and the stack.
Payments · 12 months
Coin rewards transaction system
A bill-payment platform across 50+ billers, with a blockchain-backed coin ledger that rewards people for paying on time.
Read the case study
Digital health · 8 months
BetterHealth personalisation engine
An ML engine that writes a diet and fitness plan for each user, delivered through an offline-first mobile app.
Read the case studyFurther engagements
Also built and shipped.
Write-ups for these systems are not yet published. Ask about any of them in a briefing.
Electronic data capture for cancer care
Clinical data · 14 monthsAgentic low-code workflow platform
Workflow automation · 16 monthsSemantic matching for an enterprise job portal
LLM application · 11 monthsHow to read these
Every figure comes from the engagement record. Where its basis is not yet documented, the case study says so with a placeholder rather than a guess.
Find the work closest to yours.
By the practice that built it, or by the sector it runs in.
AI agents and automation
Agents that execute real work inside your systems, with approval gates and a human owner for every consequential action.
AI-native products
BetterHealth: a product designed around a model from day one.
Data and ML platforms
The credit platform and the coin ledger: pipelines and scoring built to be monitored and explained.
Cloud infrastructure
The platform beneath every system on this page, provisioned as code and operated by us.
Want yours to be the next one?
Tell us what you are trying to run in production. A senior engineer replies within 48 hours.
- 1Within 48 hoursA senior engineer replies, not a sales desk.
- 2NDA, then a working sessionWe sign first, then look at the system together.
- 3Two-week fixed-fee assessmentWritten roadmap, ROI and build-versus-buy. No lock-in.