Data Engineering & AI Consulting That Actually Ships
We help mid-size enterprises in India, US, and UK build modern data platforms, implement AI workflows, and make decisions backed by real data — not dashboards nobody reads.
DataStackX is a practitioner-led consulting firm based in Hyderabad. We don't sell slide decks or multi-year retainers. We work with your team to design, build, and deploy data and AI infrastructure that solves specific business problems — faster reporting, better forecasting, smarter automation.
Every engagement is led by engineers and architects with hands-on experience building data platforms at scale — including systems that served 4,000+ enterprise clients across the US automotive industry.
Most Companies Are Sitting on Data They Can't Use
You have data in five different systems. Your reports take three days to generate. Your team is manually moving data between tools. You've heard about AI but don't know where to start — or you've started and it isn't working the way you expected.
This is not a data problem. It's an architecture problem.
Before AI can help your business, your data needs to be clean, connected, and accessible. Most consulting firms skip this step and sell you an AI proof-of-concept that never makes it to production.
We don't do that.
What We Build
Data Strategy & Architecture
Audit your data landscape, close the gaps, and get a 90-day execution roadmap — not a slide deck.
Learn moreData Engineering & Pipeline Development
Production-grade pipelines, warehouses, and lakehouses — built to your scale and documented for your team to own.
Learn moreAI Workflow Implementation
We take AI out of the proof-of-concept stage and into production — on the workflows that create measurable ROI.
Learn moreAgentic AI Systems
Multi-step AI agents that reason, retrieve, and take real actions — with guardrails your compliance team will approve.
Learn moreMLOps & Generative AI Integration
Model deployment is the easy part. We build the infrastructure that keeps your AI reliable, monitored, and maintainable in production.
Learn moreAnalytics & Business Intelligence
Dashboards your team actually uses — built on clean data, with KPIs that map to decisions, not vanity metrics.
Learn moreCloud Data Migration & Modernisation
Move from on-prem or legacy warehouses to modern cloud data infrastructure — with a phased plan and zero-downtime cutover.
Learn moreReal Outcomes, Not Pilot Projects
We measure success in production metrics, not presentation metrics.
Retail client reduced weekly report generation time from 3 days to 6 hours by migrating from a legacy ETL process to a modern Snowflake pipeline with automated refresh and role-based dashboards.
Read Case StudyFintech client achieved near-real-time fraud detection by replacing a rule-based system with an ML model trained on 18 months of transaction data — reducing false positives by 60% and manual review time by 80%.
Read Case StudyDeep Expertise in the Industries We Serve
We don't work across every industry. We go deep in the verticals where we have genuine domain knowledge — which means we understand your business logic, your data model, and your regulatory context before the first line of code is written.
Why Companies Choose DataStackX
Practitioner-led, not consultant-led
Every engagement is run by engineers and architects who have built production systems at scale — not account managers coordinating offshore teams you never meet.
Domain depth, not generic methodology
We have spent 17+ years inside the industries we serve. We know the business problems before you explain them, which cuts discovery time and improves solution quality.
We build for handover
We document everything, train your team, and structure our work so you own the output — not a dependency on us.
SME-friendly engagement models
We work with growing companies, not just enterprise budgets. Fixed-scope engagements, milestone-based billing, and transparent pricing — no surprise scope creep.
India-based, globally experienced
Headquartered in Hyderabad with direct experience delivering for enterprise clients in the US, UK, and Canada. You get senior expertise at a cost structure that makes sense.
Platforms We Work With
Let's Discuss Your Data/AI Strategy
Ready to transform your business with data-driven insights? Fill out the form below and we'll schedule a free strategy session.
Contact Information
Free Strategy Session
Not sure where to start? Schedule a free 30-minute strategy session to discuss your data challenges.
Not Sure Where to Start? Start Here.
We offer a free 30-minute strategy session with a senior data or AI architect — not a sales rep. Bring your current challenge, your stack, or just a vague sense that your data situation needs to improve. We'll give you an honest assessment of where to begin.
No pitch. No obligation. Just a useful conversation.
Typically responds within 1 business day · Available for India, US, UK & Canada