Why Same Budget Different ROI
When habit quietly steers spend away from returns.
50 campaigns, 5 channels, 4 objectives — rebalanced. Channel #1 (returning 3.2×) promoted, channel #3 (0.8×) demoted. The dashboard keeps the team honest every quarter.
Analyst reports, interactive dashboards, and live AI agents — built around the questions that actually matter to your business.
Sales figures come in every month. But you can't see which product is quietly losing money, which customer segment is shrinking, or what's actually driving growth.
You've been running this business long enough to trust your instincts. But instinct doesn't tell you which campaign worked, or which customers are about to leave.
By the time the spreadsheet is ready, the moment to act has passed. You need answers now — not next week, not after three manual updates.
We take your raw data and a specific business question, then deliver a plain-language report with clear findings and next steps. No jargon. No fluff.
Browse Case Studies →See your sales, customers, and trends in one live view. Built on your data, filtered by what you care about — updated as your business moves.
See Dashboard Examples →The report's rule, turned into a system that keeps answering — every day, for every new transaction. Live AlloyDB + MCP; you own it at handover.
Try an AI Agent →When habit quietly steers spend away from returns.
50 campaigns, 5 channels, 4 objectives — rebalanced. Channel #1 (returning 3.2×) promoted, channel #3 (0.8×) demoted. The dashboard keeps the team honest every quarter.
Separating the recurring book from the festive spike.
300 outlets reframed as 127 recurring (61% of revenue) + 113 festive-only + 60 pre-churn. Sales team reallocates attention; AI agent flags pre-churn quarterly.
The recipe the kitchen should bet on next.
500 reviews audited: 9 items to amplify, 7 to keep, 3 to fix. Two chicken-curry items in the top 10 — a repeatable recipe worth scaling; third goes on test menu.
How bun sellers build a data-driven restock system.
Every product within 3 days of empty at real pace. The fix was a 3-line trigger formula: (daily × lead) + 30% cushion. Daily check automated; monthly threshold recompute.
Where a sundry shop's revenue actually comes from.
Fri–Sun drives 49% of revenue from 43% of days. Staffing rebuilt around it. Stamp card earns +RM26k/quarter. Credit-card cost (RM3k/yr) migrated to DuitNow QR.
What actually lifts a P4 cohort's mastery scores.
P4 mastery lift traced to tutor exposure + intervention category — not class size. Tutor-pairing reformed; AI agent flags at-risk pupils weekly. 185 children, 22 tutors analysed.
Tell us the question. We'll find the answer.
Start a Conversation