We engineer frontier AI into products the real world can run on.
XSData Factory is a deeptech AI studio. We design, build, and deploy production-grade AI — agentic systems, GenAI & RAG, and AIoT — and own the outcome from first strategy to live operations.
Most teams write software.
We deliver AI products.
From "we should use AI" to a deployed, governed, measurable system — with product management and deeptech engineering on one team, so the value is real and someone is accountable after launch.
AI product development & deployment
GenAI, RAG, and multi-agent systems engineered for production — grounded retrieval, agents that are safe to run, and deployments that hold up under real load and real scrutiny.
Discovery & roadmapping
We find where AI actually pays off, size the value, and turn it into a fundable roadmap.
Workflow automation
Automate high-volume, error-prone work — with people in control of every decision.
AIoT & predictive analytics
Live dashboards, prediction, and alerting from sensor and system data, in real time.
AI product management
We own the outcome, not just the code — scope, metrics, and a path to production.
Enablement & MLOps
We leave your team more capable — training plus the MLOps to run what we build.
The rigour behind AXON, our AI governance platform.
Proof beats promises.
Each of these is a real system built by XSData Factory — across AI governance, agentic automation, operational-technology assurance, and production tooling.
A forensic-grade platform that makes AI systems auditable and defensible — deterministic by design, with 44 governance parameters, 39 integrated algorithms, and a 9-dimension hallucination screen. Engineered to support NIST AI RMF, ISO/IEC 42001, the EU AI Act, and India's DPDP Act.
Visit the platform
A team of specialised AI agents that run client onboarding, quarterly document collection, tax calculation, and communication over the channels clients already use — handling routine work end to end, while staff stay in control of every approval.
See the platform
An in-environment, zero-exfiltration platform that helps governance teams screen risk assessments and architecture submissions, draft standard comments from approved templates, and keep a complete forensic audit trail — AI prepares, people decide.
See the platform
Upload an attendee list and event assets, and PressPilot generates a print-ready PDF/X-1a sheet — bleed, crop marks, registration — in under 60 seconds, with job tracking and built-in visibility into the designer hours and setup waste it recovers.
See the tool
One team, from strategy to live operations.
We don't hand over a prototype and disappear. We run a disciplined path from problem to deployed system — so what ships actually works, and keeps working.
Discover
We pin down the real problem, the value at stake, and what "done" looks like.
Architect
The right models, retrieval, agents, sensors, and guardrails for your constraints.
Build
Production engineering, not demos — tested, observable, ready to operate.
Govern & deploy
Shipped with traceability and the controls regulated environments demand.
Operate
We stay accountable after launch — measuring value, improving in production.
Six years engineering AI to be trusted — not just demoed.
Since 2019 we've built for environments where a wrong answer has real consequences. That standard shapes how we design, how we govern, and how we prove a system does what we say it does.
- Established 2019 — a track record of building real AI systems, not a launch-week startup.
- End-to-end ownership — one accountable team from first workshop to live operations.
- Deeptech depth — GenAI, RAG, agentic systems, and the data & IoT engineering to run them.
- Governance by default — traceability, source-grounding, and forensic rigour built in.
- Product discipline — managed scope, measurable outcomes, shipped software.
- A real portfolio — platforms and tools already engineered, not slideware.
Have an AI product to build — or a transformation to lead?
Tell us what you're trying to achieve. We'll map the most direct route to a deployed, governed, measurable result.