Most SG SMEs are sitting on a goldmine of data — POS, e-commerce, CRM, accounting, marketing — and using almost none of it. We build the dashboards, pipelines, and forecasts that turn raw rows into the next decision. Custom-built, owned by you, PDPA-compliant, PSG-eligible.
The bottleneck is rarely "we don't have enough data." It's that the data lives in five different tools, none of them talk to each other, and the only person who can pull a report is your operations manager at midnight. Three patterns we see:
Which product line is actually profitable? Which channel brings the highest LTV customer? Without a single source of truth, you decide by feel — and the wrong feel costs months of margin.
Monthly board reports are a manual Excel slog. By the time the numbers land, the month is half over. You're driving by looking in the rear-view mirror.
Shopify, Xero, HubSpot, GA4, and a Google Sheet all hold a piece of the truth. Without ETL, no one can answer "what's our customer acquisition cost by channel?" without a four-hour copy-paste session.
Six fixed-scope offerings. Every engagement ends with something you own — a dashboard, a pipeline, a model. No vendor lock-in, no opaque "data lake" with no exit.
Single-pane view of the metrics that actually run your business. Built on Metabase, Power BI, or Looker Studio — your choice. Refreshes hourly, accessible on mobile, sharable with the board.
5–10 daysPull data from your tools (Shopify, Xero, HubSpot, Stripe, GA4, etc.) into one warehouse — Postgres, BigQuery, or Snowflake. Scheduled, monitored, with alerting on failure.
10–20 daysReplace the manual monthly Excel report with a scheduled PDF / Slack / email. Custom-formatted to your management's habits. From "5 days of work" to "5 minutes to read."
3–7 daysDemand forecasts, churn prediction, customer lifetime value models. Built on your historical data with explainable methods — no black-box AI you can't audit or defend.
10–15 daysWe find the duplicates, broken joins, mismatched IDs, and silent data drift in your existing systems. Report with severity-ranked fixes, plus the SQL or scripts to remediate.
3–5 daysTrain your ops or finance team to maintain dashboards, write basic SQL, and answer their own questions. Half-day workshop + reference cookbook so you're not dependent on us forever.
Add-onPredictable cycles. Real artefacts at every stage. Re-usable infrastructure you keep.
30 minutes. We learn your tools, the questions you can't answer today, and what "decision-ready" looks like.
Within 3 business days. We map your data sources, identify gaps, and quote a fixed-price scope. PSG eligibility checked.
We build the pipeline, model, or dashboard. Weekly demo so you steer the direction — not a 4-week black box.
Documentation, source code or SQL, and a half-hour walkthrough so your team can read and trust the numbers.
30-day support window — we fix any data quirks, add missing dimensions, and refine charts as the team uses them.
One-time builds when you need a specific dashboard or model, or a continuous retainer when data is core to how you run the business. Both PSG-eligible.
Get from spreadsheets to a real dashboard in two weeks.
Embedded analyst — pipelines, dashboards, and models on call.
Plenty of overseas firms and freelance dashboard-builders out there. Here's why SG SMEs choose us instead.
Every model is built by an SG-based analyst who understands your tax year, public holidays, and SG payment patterns.
Local company, local accountability. Verifiable UEN before you sign anything.
Grant eligibility checked at every quote — no extra fee, no separate engagement.
Data minimisation, encryption in transit and at rest, signed DPA. Singapore-region warehouses where possible.
Source code, SQL, dashboards, models — all handed over. No "consulting trap" where you pay forever to access your own data.
No black-box AI you can't defend in a board meeting. Every forecast comes with the assumptions, the SQL, and the confidence interval.
Each industry has its own metrics that matter. We tune the dashboard to yours.
Data analysis tells you what your customers do. Our 60-second cyber snapshot tells you what attackers can already see — exposed paths, missing headers, email spoofing risk. OSINT only, no credentials needed.
Get a free data audit — we'll map your existing tools, identify the highest-impact dashboard, and quote it fixed-price within 3 business days.
