The Insights Engine does the work a business analyst used to do — mapping, cleansing, modelling, and validating your data — then puts the result directly in the hands of the people who need to make decisions.
What used to take months now takes hours. And instead of waiting for a report, you interrogate the numbers yourself — in plain language, in real time.
For decades, getting answers from your own data required a team, a timeline, and constant back-and-forth. The decision maker was always last in the chain.
Analyst maps the data
1–2 weeks
Manual data cleansing
2–4 weeks
Data modelling & structuring
4–8 weeks
Accuracy validation & sign-off
2–3 weeks
Client can finally drill the numbers
3–6 months later
AI maps the full data estate
Hours
AI cleanses & structures automatically
Hours
AI builds the semantic data model
Hours
AI validates accuracy continuously
Ongoing
You interrogate your own data — directly
Day 2
“What used to take a team of analysts weeks to build, Firehawk AI does in hours — and does it more accurately.”
Every step that a business analyst used to do manually — understanding the data, cleansing it, building the model, validating accuracy — is now handled by AI, autonomously. The bottleneck between your data and your decision-making is gone.
Firehawk AI is supervised by senior BI and AI experts with decades of combined experience. The AI does the work. Our experts ensure it asks the right questions — and delivers the right answers.
You’re not waiting for a report. You’re flying the plane.
Operational visibility from day one. Filter, drill, and slice your numbers without waiting for a report.
Ask your data a question in plain English and get an answer. No analyst required, no ticket to raise.
Layer in external data sources and forward-looking models alongside your own operational numbers.
AI monitors the data layer in real time — not a quarterly audit. Anomalies are caught before they reach a dashboard.
Explore our curated database of 250+ industry-standard KPIs. Select your segment to see critical performance metrics and their data sources.
Total revenue divided by the number of active practitioners. Measures individual practitioner productivity and billing efficiency across the clinic or practice.
Average time from appointment booking to consultation. A primary patient satisfaction driver and operational efficiency indicator.
Total billings divided by the number of practitioners. Measures individual and clinic-level productivity.
Percentage of patients who return for follow-up or ongoing care within 12 months. A loyalty and care quality indicator.
Percentage of scheduled appointments where the patient fails to attend. Each no-show is lost revenue and wasted capacity.
Percentage of available beds occupied at any given time. Balances capacity utilisation against patient flow and readiness.
Turn-key KPI visibility in 48 hours. Zero dev time. SmartEngine connects to your data, cleans it, and delivers dashboards instantly.
Learn MoreManaged, ongoing strategic BI. Our team continuously tunes your SmartEngine instance, surfaces new insights, and keeps your dashboards evolving.
Learn MoreAlso from Firehawk
Once the Insights Engine has mapped your business model, the Infrastructure Studio can turn those insights into bespoke web applications — built at AI speed, owned by you forever.
We map your data landscape, identify where your moat is leaking, and deliver a fixed-path plan — in 48 hours. No obligation.