Predictive Analytics & ML Models
Custom machine learning models for churn prediction, demand forecasting, fraud detection, pricing optimization, and anomaly detection tailored to your data.
Technologies & Tools
4.9/5 Client Rating
Rated by 53+ global clients
50+ Projects Delivered
Across 7 countries worldwide
On-Time Delivery
Milestone-based transparent billing
30-Day Warranty
Free bug fixes post-launch
Pricing Tier
From $5,000
Final pricing depends on scope and complexity. Free estimate after scoping call.
Everything Covered in This Service
Business problem framing and feature engineering from raw data
Exploratory data analysis (EDA) with insights and visualizations
Model selection and hyperparameter tuning (AutoML + manual)
Churn prediction, demand forecasting, fraud detection, or pricing
Model explainability using SHAP values and LIME
A/B testing and champion-challenger model framework
Model drift monitoring and automated retraining triggers
MLflow experiment tracking for reproducibility
Real-time and batch inference API endpoints
Data pipeline for ongoing model feeding and updates
Deliverables
Trained ML model (serialized — pickle, ONNX, or joblib)
Feature engineering pipeline code
Model evaluation and accuracy report
SHAP explainability analysis report
REST API for real-time model inference
MLOps deployment with drift monitoring setup
How We Work
Free Scoping Call
We understand your goals, timeline, and budget in a free 30-minute call. No commitment required.
Proposal & Scope
You receive a detailed scope document and fixed-price proposal before any work begins. Absolutely no surprises.
Build & Iterate
We build in agile sprints with regular demos, staging environment access, and daily communication.
Launch & Support
Smooth production deployment with a 30-day post-launch bug-fix warranty and ongoing support plans.
Common Questions
How do I get started with this service?
Start with a free 30-minute scoping call. We'll understand your requirements, timeline, and budget — then send you a detailed proposal within 48 hours. No commitment required.
Do you sign NDAs before the project starts?
Yes, absolutely. We sign a mutual NDA before any project discussions or handover of business information. Your idea and data are always kept strictly confidential.
How are payments structured?
We work on a milestone-based payment model — you pay in stages as deliverables are completed and approved. This keeps everything transparent and low-risk for you. No full upfront payment required.
Can you take over a project someone else started?
Yes. We regularly perform code audits and project takeovers. We'll review the existing codebase, give you an honest assessment, and recommend the cleanest path forward without wasting your existing investment.
What happens after the project is delivered?
Every project includes a 30-day post-launch bug-fix warranty at no extra cost. Beyond that, we offer flexible monthly maintenance and support plans. Most of our clients work with us long-term.
Ready to Get Started?
Let's Build Your Predictive Analytics & ML Models Solution
Free 30-min scoping call. No commitment. We'll give you an honest estimate and a clear plan before any work begins.