How We Work
Every engagement follows the same rigorous 4-week framework. You know exactly what you're getting — and when.
Discovery & Audit
What we do
- Data environment walkthrough
- Schema and data quality audit
- Gap identification — what's missing, what's broken
- Stakeholder interviews to align on priority metrics
You receive
Findings report (2–3 pages, PDF) — what we found, what we'll fix, and why it matters.
Need from you
Data access (read-only) + 1-hour kickoff call
Build + First Automation Live
What we do
- SQL query development based on audit findings
- Data model or transformation layer if needed
- Dashboard draft (first version, not final)
- Automated weekly metric email or anomaly alert goes live
You receive
Mid-project Loom walkthrough (3–5 min video of your draft dashboard) + first automation running.
Need from you
30-min feedback call or async Notion comments
Polish & Insight
What we do
- Dashboard refinement based on your feedback
- Insight memo — key findings, ranked by impact
- Recommendations list with owner + effort estimate
- Handover documentation preparation
You receive
Insight memo (1 page) + updated dashboard link with all feedback incorporated.
Need from you
Final feedback on dashboard — async OK
Delivery & Handover
What we do
- Final presentation prep (5-slide insight deck)
- Complete handover documentation
- 30-min walkthrough call
- 1 week of post-delivery email support
You receive
Final dashboard + SQL query library + 5-slide insight deck + handover docs.
Need from you
30-min walkthrough call
Every Engagement Delivers
Six output types — every client, every time.
We work with your stack — not ours
What the framework produces
Real outcomes from recent projects.
Series A SaaS — PLG product
No visibility into activation funnel — engineers writing SQL for every board update
D2C Brand — ₹3Cr+ monthly revenue