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Healthcare & Life Sciences

Document, scheduling, capacity and evidence intelligence for health software, providers and life-science firms.

Healthcare carries real regulatory weight, so we scope these around administrative and operational problems rather than diagnosis.

How to read these. Each page is a blueprint for something we would build for you, with an illustrative interface mockup, the endpoints it would expose, the data it would need and an honest account of what makes it hard. None of them is a product we already operate.

Blueprints in this category

8 offers

Medical Document Extraction API

Structured fields pulled from clinical notes, lab reports and referral letters, returned with per-field confidence for review.

EHR vendors · Health information exchanges · Revenue cycle software

Appointment No-Show Prediction API

Cancellation and no-show probabilities per appointment, built to add capacity through reminders and overbooking rather than to ration care.

Practice management software · Scheduling platforms · Hospital operations teams

Healthcare Billing Validation API

Pre-submission checks on coding consistency, missing documentation and billing anomalies, returned as review items for a human biller.

Revenue cycle software · Billing service providers · Hospital finance teams

Clinical Trial Matching API

Candidate shortlists matching patient records against study protocol criteria, with every criterion shown as met, unmet or undetermined.

Clinical research organisations · Site management organisations · EHR vendors

Medical Literature Intelligence API

Search, evidence summaries and citation-linked findings across the published literature, embedded in tools clinicians and researchers already use.

Medical education platforms · Clinical decision support vendors · Pharmaceutical medical affairs teams

Hospital Capacity Forecasting API

Forecasts of bed occupancy, staffing requirement and service demand by unit, with prediction intervals rather than point numbers.

Hospital operations software · Health system planning teams · Workforce scheduling vendors

Provider Directory Intelligence API

Clinician and facility directory data with specialties, locations, accepted coverage and a measured accuracy score per record.

Health plans · Care navigation platforms · Referral management software

Pharmaceutical Supply Risk API

Shortage signals, supplier concentration risk and disruption indicators for the medicines and consumables a formulary depends on.

Hospital pharmacy systems · Group purchasing organisations · Distributors

Other categories

Trading & Capital Markets

Embedded research, scoring and risk intelligence for brokers, trading platforms, prop firms and investment apps.

9 blueprints

Banking, Payments & Credit

Risk, verification, forecasting and reconciliation APIs for banks, payment processors, lenders and finance software.

9 blueprints

Insurance & Claims

Underwriting, pricing, claims automation and fraud intelligence for insurers, brokers and claims administrators.

8 blueprints

E-commerce & Retail

Pricing, catalogue, demand and customer intelligence for retailers, marketplaces and commerce software.

9 blueprints

Real Estate & Property

Valuation, rental, risk and development intelligence for portals, lenders, investors and property software.

8 blueprints

Travel & Hospitality

Pricing, disruption, demand and destination intelligence for booking platforms, hotels and travel management firms.

8 blueprints

Logistics & Supply Chain

Prediction, benchmarking and exception intelligence for carriers, freight platforms, 3PLs and procurement teams.

9 blueprints

Sales, Marketing & Ad Tech

Enrichment, intent, scoring and brand intelligence for CRMs, sales platforms, agencies and marketing software.

9 blueprints

Cybersecurity, Identity & Fraud

Exposure, reputation, authenticity and abuse intelligence for security vendors, banks and trust-and-safety teams.

8 blueprints

Manufacturing & Industrial

Maintenance, quality, parts and supplier intelligence for industrial software, manufacturers and distributors.

8 blueprints

Energy & Utilities

Price, generation, demand and asset intelligence for utilities, traders, installers and energy software.

7 blueprints

Agriculture & Environment

Yield, disease, water and environmental intelligence for agritech, insurers, lenders and commodity firms.

8 blueprints

Education & Workforce

Skills, salary, matching and progression intelligence for HR software, job platforms and education providers.

8 blueprints

Legal, Compliance & GovTech

Contract, regulatory, tender and screening intelligence for legal software, compliance teams and public-sector suppliers.

8 blueprints

Media, Gaming & Sports

Content, audience, integrity and rights intelligence for streaming platforms, publishers, studios and sports apps.

8 blueprints

Telecom & Communications

Number, routing, quality and conversation intelligence for carriers, CPaaS providers and contact-centre software.

7 blueprints

SaaS, AI & Developer Infrastructure

Extraction, search, monitoring and evaluation APIs that software companies embed and resell to their own customers.

9 blueprints

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.