Sigmalion
Our Work

Real projects. Real results.

Every metric is tied to a real engagement. Most clients operate under NDA — we share what we can.

ConfidentialAI/MLCrisis RecoveryLogistics · Poland · 400 employees

AI-powered route optimization rescued from 8-month delay

A Polish logistics company's in-house AI project had stalled for 8 months with nothing to show. The lead engineer left, the codebase was untested, and the board was ready to pull the plug. We took over, rebuilt the core engine, and shipped in 6 weeks.

12×
faster processing
−38%
fuel costs in pilot
6 wks
to delivery
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PythonFastAPILangChainPostgreSQLReact
ConfidentialAI/MLFullstackFinTech · Germany · Series A

RAG-based compliance assistant — from zero to production in 4 weeks

A German Series A fintech needed a compliance assistant that could review regulatory documents against their product terms — a task their team spent 3+ hours on per submission. We built a multi-stage RAG pipeline and shipped it to production in 4 weeks.

−65%
manual review time
99.2%
accuracy on test corpus
4 wks
zero to production
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Node.jsOpenAI APIPineconeNext.jsAWS
ConfidentialCrisis RecoveryFullstackE-commerce · Netherlands · €2M ARR

Crisis rescue after lead dev departure mid-migration

A Dutch e-commerce platform with €2M ARR lost their lead developer mid-migration. Two junior devs remained, a critical infrastructure deadline was looming, and the system was unstable. We stabilised, completed the migration with zero downtime, and cut infrastructure costs 40%.

0
downtime during migration
−40%
infrastructure costs
2 wks
to onboard 3 new devs
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ReactNestJSPostgreSQLDockerGCP

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