Our Process
How we turn data chaos into clarity
Most data projects fail because they start with technology instead of understanding. Our 4-phase approach puts your business goals first and builds from there.
The Approach
Four phases. No surprises.
Every engagement follows the same structure. We learn your business, design a solution, build it ourselves, and stick around to make sure it works.
Discovery
We learn your business before we touch your data
Design
We architect a solution for your specific situation
Build
AI-enabled developers build it, start to finish
Support
We stick around to make sure it works
Discovery
We learn your business before we touch your data
We don't start with solutions. We start with questions. What are you trying to accomplish? Where does your data live? What's working, what isn't? This isn't a checkbox exercise. We dig in to understand your situation so we can design something that actually fits.
What we deliver
- Document your business objectives, KPIs, and what insights you actually need
- Audit your existing data sources, systems, and workflows
- Identify quick wins that can show value fast
- Create a practical roadmap with clear priorities
Design
We architect a solution for your specific situation
Once we understand what you're dealing with, we figure out the right approach. Cloud data warehouse? Modern BI tools? AI for data cleanup? We recommend what makes sense for your goals, budget, and existing systems. No vendor loyalty, no one-size-fits-all templates.
What we deliver
- Evaluate options based on your specific constraints
- Design architecture that fits your team's capabilities
- Plan for quick wins first, foundation second
- Define success metrics you can actually measure
Build
AI-enabled developers build it, start to finish
The people who designed your solution build it too. AI-enabled developers handle execution, moving faster without cutting corners. We deliver working dashboards, connected pipelines, and AI that runs on your data. You see progress in weeks, not months.
What we deliver
- Deploy data infrastructure (warehouses, pipelines, integrations)
- Build dashboards that answer questions leadership actually asks
- Stand up AI models trained on your data, not demo data
- Train your team so they're not dependent on us
Support
We stick around to make sure it works
Go-live isn't goodbye. We monitor performance, catch issues early, and adapt as your needs change. When you want to expand what we've built, we're already up to speed on your systems. Long-term partnership without long-term lock-in.
What we deliver
- Monitor system health and data quality
- Tune models and dashboards as your business evolves
- Add capabilities when you're ready, not before
- Provide ongoing support without adding to your headcount
Why this approach works
Most data projects fail. Ours don't. Here's why.
Same team, start to finish
The senior consultant who runs discovery is the same one who builds your solution. No handoffs, no knowledge loss, no surprises.
AI-augmented delivery
AI-first approach with expert oversight. Humans make judgment calls. AI handles the grunt work. Enterprise quality at a fraction of traditional costs.
Quick wins, then foundations
We find opportunities to show value in weeks, not months. You see progress while we build the infrastructure for long-term success.
Built to hand off
We build solutions your team can own. Documentation, training, and clean code so you're never dependent on us to keep things running.
Ready to see what's possible?
30 minutes. We'll talk through your situation and see if our approach makes sense for what you're trying to accomplish.