API design, development and operation
Turn Your Data, Models and Business Logic Into Production APIs
MLPivot builds secure, scalable APIs for companies that need to connect systems, deliver data, expose machine-learning models, automate decisions or launch API-based products.
What we build
6 core servicesCustom APIs
APIs designed around your business processes, software and data.
Data APIs
Collect, normalize and expose data through a reliable interface.
ML & Prediction APIs
Turn trained models into secure production services.
AI APIs
Integrate LLMs, NLP and AI workflows into your applications.
API Integrations
Connect your platform to external services and data providers.
API Products
Build commercial APIs with authentication, billing, documentation and usage tracking.
From complexity to one API
Your customers should not need to understand your infrastructure
Databases, files, vendor feeds, models and business rules go in. One documented, authenticated, versioned endpoint comes out.
More than raw data
Turn data into decisions.
MLPivot combines data engineering, statistical models, machine learning and AI to create APIs that return scores, predictions, rankings, alerts and recommendations — not only raw records.
Request
POST /v1/supplier-risk { "company_id": "12345", "country": "US", "industry": "manufacturing" }
Response
{
"risk_score": 72,
"distress_probability": 0.14,
"growth_probability": 0.68,
"confidence": 0.86
}
Built for B2B products
10 industriesFinancial Services
Risk scoring, transaction analytics, fraud detection and market-data integration APIs.
Insurance
Property risk, climate risk, claim probability and underwriting intelligence APIs.
Real Estate
Valuation, rental estimate, neighborhood scoring and investment scoring APIs.
Ecommerce
Demand forecasting, stockout probability, ranking and price optimization APIs.
Logistics
ETA prediction, delay probability, routing intelligence and capacity forecast APIs.
Energy
Price, generation, solar production, demand and volatility forecasting APIs.
Cybersecurity
Domain risk, IP risk, phishing probability and vendor cyber-risk scoring APIs.
B2B Software
Backend, integration and intelligence APIs behind SaaS and enterprise products.
APIs that contain real business logic
A useful API is more than a route connected to a database. MLPivot combines backend engineering, data pipelines, machine learning, statistical modeling, integrations and infrastructure to build APIs that can become a core part of a customer's product.
- API engineering
- Data science
- Machine learning
- Quantitative modeling
- Data pipelines
- Linux infrastructure
- Cloud deployment
- Integration experience
- High-volume data processing
- Production monitoring
Have data, a model or a process that should become an API?
Tell us what your system does today and what you want another application to be able to request from it.