Q3AI Services · Models & data
Predictive Analytics
Predictive analytics uses past patterns to estimate what is likely to happen next: demand, churn, conversion, risk. We deliver forecasts in dashboards and workflows where people can act on them.
- Focus
- Forecasts and risk scores that help you plan, not just report.
- Building blocks
- Time-series methods · Classical machine learning · BI dashboards · Data warehouses
- Suits
- Businesses with steady historical data
Built around your business.
This builds on our analytics and reporting practice. Predictions come with ranges and explanations, so decision makers know how much weight to give them.
What we deliver.
- 01
Question and metric definition
What decision the forecast supports and how it will be measured.
- 02
Data preparation
Combining sales, marketing and operational data into a usable history.
- 03
Forecast and scoring models
Models validated on past periods, with uncertainty shown.
- 04
Dashboards and alerts
Predictions delivered where teams already look, with thresholds for action.
Where it's used.
Demand planning
Estimating orders or bookings to plan stock and staffing.
Churn or renewal risk
Flagging customers who may leave so teams can reach out early.
Marketing outcome forecasting
Estimating return from budgets and channels for planning.
How we work.
01
Discover
We agree the problem, the data available and how success will be judged.
02
Prove
A small, testable version on your own data shows what works before larger spend.
03
Build
Production engineering: integrations, safeguards, review steps and monitoring.
04
Improve
We measure real usage, fix what falls short and keep quality and cost in check.
Best fit.
- Businesses with steady historical data
- Planning teams who need ranges rather than single numbers
- Marketing teams modeling budget scenarios
Why Q3 Labs.
- Senior people on the work
- You work with the specialists doing the project, not a hand-off to a junior team.
- Marketing and engineering together
- Design, development, data and growth sit in one team, so a solution is built with adoption in mind.
- Plain reporting, no lock-in
- Clear progress reporting and no long-term contracts. You keep ownership of your assets and accounts.
Explore related work.
Related AI services
- Machine LearningClassification, forecasting and scoring models trained on your data.
- AI Marketing AutomationUse AI inside lifecycle marketing, reporting and campaign operations.
- AI Model Fine TuningAdapt a model to your format, tone or domain when prompting isn't enough.
- Computer VisionSoftware that understands images and video for inspection, counting and monitoring.
Related services
Industries where this fits
Frequently asked questions
Talk to us about Predictive Analytics.
Tell us what you're trying to achieve. We'll tell you how we'd approach it, and whether Q3 Labs is the right fit.