Solutions
Vertical packs for real workflows.
Underneath, every pack runs on the same platform — the same three products, the same Decision Evidence Record — but you buy it by the workflow, not the technology. Each pack bundles only what a recognisable job needs, and every engagement starts small: a single workflow, data both sides have agreed and the specific questions the evidence must answer.
Manufacturing
Industrial inspection
Visual defect detection with evidence an engineer can weigh, on the line you already run. Our lead pack, developed with AMRC towards a manufacturing demonstrator.
IN THE PACK
- Defect detection — down to outlining the exact defect area — with visual explanation
- Historical defect search against your own archive
- Engineer review with reasons, second opinions and escalation
- Audit-ready quality reporting
- Integration with inspection and quality systems
Start: SparkSoft Assure only, on your existing detector. Expand: SparkSoft Pipeline for data, retraining and deployment. Then: SparkSoft Automate for scheduled quality reports, alerts and approved incident creation.
Agriculture & bioscience
From sample to defensible decision.
Not just a model result: a reviewable route from sample and image through evidence, expert decision and audit record — shaped by our work with UK bioscience institutions.
IN THE PACK
- Images from microscope, laboratory and field
- Organism and pest detection with morphology-based concepts
- Sample prioritisation and case-history reporting
- Specialist validation workflows
Start: Assure on the analysis AI or dataset you already have. Expand: Pipeline for a standard way of bringing images in and validated deployment across labs and sites.
Business data & documents
Commercial decision intelligence
The same assurance contract beyond vision: predictions and recommendations your management can interrogate. The newest of the three packs — and already in live build.
IN BUILD NOW
A music-licensing price assistant, in live build for a global music rights business under an existing contract: gradient-boosted tree models alongside tabular transformers, with an explanation and reasoning view behind every price prediction.
IN THE PACK
- Pricing, performance and risk prediction on your business data
- Reasoning from comparable past cases, with your business rules applied
- Anomaly and pattern detection
- Evidence-backed recommendations with approval routing
- Management reporting
Start: Assure on an existing prediction model, or a scoped Pipeline build for one decision workflow.
Don't see your workflow?
We take on a new sector only alongside a design partner who brings real data and a workflow outcome we can measure — that discipline is what makes the packs credible. If your decision needs evidence behind it, tell us about it.