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Case Studies
Case Studies
— Cases / AI Transformation · Data & Analytics
Data Science Agent for an Engineering Team
An open Data Scientist role, covered by the client's own engineers — working with an AI agent we built.
AI Agent · Data & Analytics
Focus
AI Transformation
Role covered
Data Scientist
Approach
Engineers + AI agent
Data analysed
5+ years
I
— About the client
A software company with years of accumulated data — user activity, payments, logs — and no analytics expertise in the team.
II · The brief
— Challenge
Management wanted data-backed decisions now, but hiring a Data Scientist takes months. The engineering team was strong — just not in analytics.
— KEY OBJECTIVES
01
Get first insights from accumulated data within weeks
02
Extend the engineering team's skills into data analysis with an AI agent
03
Deliver findings management can rely on for decisions
04
Make analytics a permanent capability, not a one-off project
II
III · Our approach
— Solution
We built an AI agent that works like a Data Scientist — and put it in the hands of the client’s own engineers.
step 01
Built an agent that explores data, finds unusual patterns, and prepares analysis
step 02
Engineers direct the agent, check its findings, and stand behind the results
step 03
The agent turns validated findings into clear reports for management
III
IV · The outcome
— Results
Engineers with the AI agent turned raw data into reports management acted on — and the open Data Scientist position was closed without a hire.
01
Data Scientist role
Engineers + AI agent
02
Hiring
Months saved
03
Reports
Management-ready
04
Data analysed
5+ years
VI
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