Who we are
A team of operators
who happen to love data.
We're a Karachi-based data, AI, and BI studio working with companies across healthcare, finance, sports, and e-commerce. We turn questions into systems.
Our mission
Make data the easiest way to make a decision.
We started Solution Derivators because we kept seeing the same thing: organizations sitting on years of data, paying for tools that promised insight, and still making decisions on gut feel.
Our job is to close that gap. Strategy to pipeline to model to dashboard — one team, one accountable line.
See what we buildWhat we believe
Four ideas we won't compromise on.
Outcomes, not output
We measure success by the metric you cared about before the engagement started — not the number of dashboards we shipped.
Production from day one
Every model and pipeline is designed to live in production, with monitoring, governance, and reproducibility built in.
Pragmatic, not precious
We pick the simplest thing that works. We'll tell you when an LLM is the wrong tool for the job.
Long-term partnership
Most of our clients have worked with us for years. We're in it for the second engagement, not the first invoice.
The team
Three disciplines, one delivery team.
Engineering, modeling, and strategy — not handed off in silos, but assembled around your problem.
Engineering
Data + ML engineers
Built pipelines, models, and platforms at scale — across cloud, on-prem, and edge.
Modeling
Research scientists
Time-series, computer vision, NLP, and causal inference — peer-reviewed and production-tested.
Strategy
Advisors and consultants
Former operators who've owned the P&L that your analytics is going to influence.
Let's build something measurable.
Tell us about the question you're trying to answer. We'll come back within one business day.
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