Offers
Education & Workforce
Skills, salary, matching and progression intelligence for HR software, job platforms and education providers.
Labour-market data is abundant and badly structured. Structuring it well is the whole product.
Blueprints in this category
8 offersSkills Assessment API
Standardised skill tests, scoring and gap analysis delivered as an API your HR or learning platform embeds under its own brand.
Job Market Intelligence API
Structured labour-market signal — salary ranges, skill demand and hiring trends — as a data layer inside your HR, recruitment or education product.
Candidate-Job Matching API
Skill-based matching between candidates and vacancies, with a written explanation for every match and a human decision-maker kept in the loop.
Salary Benchmarking API
Role, level and region specific pay ranges with stated provenance, as a compensation layer inside HR, payroll or recruitment software.
Employee Attrition Forecasting API
Team and cohort level turnover forecasting and retention-driver analysis for HR software — aggregate by design, never a per-person flight-risk score.
Student Success Analytics API
Engagement patterns, completion risk and learning progress returned as an API that routes support to students who need it.
Credential Verification API
Verification of education and professional qualifications through authorised issuers and registers, returned as a single call with a documented evidence trail.
Workforce Planning Forecast API
Forecasts of future role demand, internal capacity and external skills supply, as a planning layer inside HR, ERP or public-sector workforce software.
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.
Manufacturing & Industrial
Maintenance, quality, parts and supplier intelligence for industrial software, manufacturers and distributors.
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.
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.