Case studies

Real problems and what we did about them

From stalled releases to rescued platforms: what the problem was, what we changed, and what came out of it.

Industry
Service
6 cases
Emin Can Turan, Founder & CEO of Pebbles Ai, at the Pebbles Ai office
B2B SaaS and AI · Platform rebuild

Rebuilt Pebbles Ai mid-flight → production-ready beta in ~4 months, revenue from month one

The founder scored 120 firms and chose us. We took the platform to production-ready without pausing feature development.

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Abstract view of a rewards app, anonymised
FinTech · Embedded product team

FinTech rewards platform: seven-person embedded team → a feature every two-week sprint

An embedded team of two engineers and a technical lead grew to seven, moved feature delivery from months to a new feature every sprint, and later took on the transaction domain.

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Abstract guardrail layer between systems and AI models
FinTech · AI risk and compliance

AI guardrails in 10 weeks → 94% fewer unsafe automated decisions, zero critical audit findings

CodeLions built a guardrail layer around the company’s credit-scoring and fraud models, cut unsafe automated decisions by 94% and cleared an external audit with zero critical findings.

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Knowetic clinic dashboard
HealthTech · Product development

Knowetic: from a no-code prototype to an MVP and production app → 150+ patients onboarded in six months

Product scope and architecture from zero, a prototype that supported fundraising, and HIPAA privacy and security requirements addressed throughout development.

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Feedcoyote web and mobile app
B2B SaaS · Product development

Feedcoyote: initial scope in 4 months against a 7-month plan → a CRM turned into a paid business network

A founder with no technical co-founder and no in-house team, a basic CRM, and an early prototype to raise money on.

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Prod3 law firm CRM
FinTech · CRM

Prod3: a law firm CRM for processes, documents and tasks

An all-in-one platform that helps law firms manage processes, documents and tasks with a Kanban approach.

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