Decision first
Every model is tied to a decision and an owner who acts on it.
AI & Data
AI, Data & Automation
Practical machine learning and automation — scoped to problems that genuinely benefit.
Overview
What this gives you
Most AI projects fail on scope, not technology. The question — what decision does this model change, and who acts on it — is usually unanswered, and an accurate model that changes nothing is an expensive dashboard.
We start with the decision and the data, build the smallest thing that can be evaluated, and only invest further once the evaluation shows the approach works. Where a rules engine is the right answer, that is what we recommend.
- Supplied, installed and supported by Quridge Global Solutions from Bengaluru
- Written quotation with GST-inclusive pricing, warranty and AMC options
- Documentation, operator training and a named point of contact for support
At a glance
What you get
Data that is ready
ETL and cleansing handled before any modelling begins.
Evaluated, not assumed
Held-out evaluation and monitoring for drift, not a demo score.
Workflow, not dashboards
Automation that changes what happens, not just what you see.
Specification
Technical details
| Area | What we deliver |
|---|---|
| Real-time and batch ETL | Pipelines that move and shape data reliably between systems |
| Fraud detection | Rules and models that surface the events worth acting on |
| Event monitoring | Streaming detection with alerting on meaningful patterns |
| Recommendation systems | Personalisation, cross-sell and content recommendation |
| Prediction and forecasting | Demand, churn and risk forecasting with stated confidence |
| Workflow automation | Process automation that removes manual handling end to end |
Where it is used
Typical applications
The situations this is most often specified for, based on what we are asked to quote most often.
- Banking fraud and risk operations
- Retail personalisation and pricing
- Manufacturing predictive maintenance
- Support and service operations
FAQ
Frequently asked questions
In the workshop. If a deterministic rule or a well-built report solves the problem more cheaply and more reliably, we will say so and build that instead.
With a held-out evaluation set agreed before training, plus drift monitoring in production. Success is measured against a baseline, not an accuracy figure on its own.
In your environment. We do not ship client data to a third-party platform, and we deploy into the region and accounts you specify.
Related
Other options in this range
Need a recommendation?
Tell us your volume, media, site count and compliance requirement. We will come back with a model, a costed quotation and AMC options within one business day — with no obligation.