Offers
Manufacturing & Industrial
Maintenance, quality, parts and supplier intelligence for industrial software, manufacturers and distributors.
Industrial downtime has a precise hourly cost, which makes the business case for prediction unusually easy to write.
Blueprints in this category
8 offersPredictive Maintenance API
Failure probabilities, anomaly scores and maintenance recommendations for industrial equipment, served to your CMMS or plant software.
Industrial Parts Matching API
Cross-references equivalent components across manufacturers using part numbers, dimensions and technical specifications.
Factory Production Optimisation API
Bottleneck prediction, throughput forecasts and schedule recommendations from the production data a plant already records.
Quality Defect Detection API
Defect classification and inspection scoring from production images and process data, built on your own labelled examples.
Equipment Resale Valuation API
Used-equipment valuations and depreciation estimates for industrial machinery, served to lenders, dealers and asset managers.
Industrial Supplier Intelligence API
Capacity, financial distress and disruption signals for the suppliers a manufacturer depends on, delivered as monitoring rather than a one-off report.
Carbon Reporting Intelligence API
Emissions calculations, supplier-level estimates and audit-ready reporting inputs for manufacturers with disclosure obligations.
Utility Asset Risk API
Deterioration, weather exposure and failure risk scoring for distributed utility assets, as a planning layer for network operators.
Other categories
Trading & Capital Markets
Embedded research, scoring and risk intelligence for brokers, trading platforms, prop firms and investment apps.
Banking, Payments & Credit
Risk, verification, forecasting and reconciliation APIs for banks, payment processors, lenders and finance software.
Insurance & Claims
Underwriting, pricing, claims automation and fraud intelligence for insurers, brokers and claims administrators.
E-commerce & Retail
Pricing, catalogue, demand and customer intelligence for retailers, marketplaces and commerce software.
Real Estate & Property
Valuation, rental, risk and development intelligence for portals, lenders, investors and property software.
Travel & Hospitality
Pricing, disruption, demand and destination intelligence for booking platforms, hotels and travel management firms.
Logistics & Supply Chain
Prediction, benchmarking and exception intelligence for carriers, freight platforms, 3PLs and procurement teams.
Healthcare & Life Sciences
Document, scheduling, capacity and evidence intelligence for health software, providers and life-science firms.
Sales, Marketing & Ad Tech
Enrichment, intent, scoring and brand intelligence for CRMs, sales platforms, agencies and marketing software.
Cybersecurity, Identity & Fraud
Exposure, reputation, authenticity and abuse intelligence for security vendors, banks and trust-and-safety teams.
Energy & Utilities
Price, generation, demand and asset intelligence for utilities, traders, installers and energy software.
Agriculture & Environment
Yield, disease, water and environmental intelligence for agritech, insurers, lenders and commodity firms.
Education & Workforce
Skills, salary, matching and progression intelligence for HR software, job platforms and education providers.
Legal, Compliance & GovTech
Contract, regulatory, tender and screening intelligence for legal software, compliance teams and public-sector suppliers.
Media, Gaming & Sports
Content, audience, integrity and rights intelligence for streaming platforms, publishers, studios and sports apps.
Telecom & Communications
Number, routing, quality and conversation intelligence for carriers, CPaaS providers and contact-centre software.
SaaS, AI & Developer Infrastructure
Extraction, search, monitoring and evaluation APIs that software companies embed and resell to their own customers.
Something close but not quite right?
These are starting points. Most engagements begin with one of them and change shape once we understand your data and your customers.