Data and AI that work in production.
Datagist is a data and AI consultancy. We help organizations fix their data, build analytics and AI on top of it, and put the controls in place to run it safely.
Fix the data
Connect the sources, agree on definitions, and put someone in charge of quality.
Build analytics and AI on it
Reporting, machine learning, and generative AI that run in production, not just in a demo.
Put controls in place to run it
Security, privacy, and governance built in, so you can answer for every result.
Most AI projects fail on the data, not the model.
Leadership wants AI. Teams want to ship it. But the data underneath is spread across systems that do not connect, definitions differ between departments, and nobody is clearly responsible for quality. Models built on that data do not hold up.
We fix the data first, then build analytics and AI on it, then put the controls in place to run it. That is the whole of what we do.
What we do.
Each service can be engaged on its own. Together they cover planning, building, and running data and AI systems.
Strategy
Decide what to build, in what order, and why.
A plan for data and AI that your finance team can fund, your engineers can build, and your leadership can hold to account.
Learn moreModern Data
Build the data platform your analytics and AI depend on.
Data platforms, pipelines, and master data management that give the whole organization one reliable version of its core data.
Learn moreAnalytics
Reporting and self-service analytics people actually use.
Consistent metrics, dashboards that get opened, and self-service that does not turn into a sprawl of unmaintained reports.
Learn moreAI & ML
Machine learning that runs reliably in production.
Predictive models, forecasting, and anomaly detection, with the engineering to keep them accurate after launch.
Learn moreGenAI & Agents
Generative AI and agents built on your data, with controls.
Assistants, copilots, and autonomous agents connected to your systems, tested before launch, and limited to what they are allowed to do.
Learn moreGovernance & Operations
Controls and operations for data and AI you can defend.
Data governance, AI governance, security, and day-to-day operations for your data and AI platforms.
Learn moreEvery engagement runs on GIST.
Ground, Iterate, Ship, Trust. Four steps we follow on every project, with AI agents working alongside our engineers.
How GIST worksWe agree on the decision before we build.
Every engagement starts with a one-page Decision Brief: which business decision the work will improve, who owns it, and how we will measure the result.
We build in short cycles with AI agents on the team.
Each cycle delivers a working slice on real data. AI agents write scaffolding, tests, and evaluations. Our people review every change and make the calls.
We deploy to production from the first cycle.
Behind feature flags or in shadow mode, with monitoring and rollback in place. The Decision Owner sees results in their real workflow.
We build controls as we go.
Every model and agent has an owner, an evaluation record, and defined permissions. The Control Register stays current, so audits are answered from the record.
What we have learned.
Talk to us about your data and AI plans.
Tell us what you are trying to accomplish. We will give you a straight answer on what it would take and whether we are the right fit.