AI & ML
Solutions

We build AI and ML systems that help businesses make better decisions, automate processes, and unlock value from their data.

Every project below started with one conversation.

Estimate Project
30+
Projects delivered
~3x
Average ROI
~6m
Typical timeline
100%
NDA-protected
Featured case

How AI cut overstock by 45% and saved $300k annually

E-commerce / Logistics · 50–200 employees

AI-Powered Supply Chain Optimization & Demand Forecasting

Use case

The client operated a multi-channel supply chain with multiple warehouses and suppliers, facing constant overstock, stockouts, inaccurate procurement planning, and lack of synchronization between sales, inventory, and logistics systems. Planning was done manually in spreadsheets without real-time adjustments.

Solution

We designed a full-cycle AI-powered supply chain optimization system: ML-based demand forecasting, dynamic inventory optimization across warehouses, automated purchase planning, real-time stock monitoring, supplier lead-time modeling, and a centralized dashboard. The system integrates CRM, ERP, sales platforms, and warehouse systems into a single pipeline.

Baseline

Demand forecasting accuracy was around 60–65%, overstock reached 25–30% of inventory, stockouts occurred on 10–15% of SKUs monthly, and planning cycles took 2–3 days manually.

Tech stack
Python · XGBoost · Prophet / LSTM · FastAPI · PostgreSQL · Redis
Timeline
5–6 months
Integration
ERP / CRM / Warehouse systems / APIs
Results
−35–45%
overstock reduction
+20–25%
forecast accuracy
$150–300k
annual cost savings
−60%
planning time (days → hours)
~4–6× ROI in 6–9 months
return on investment

All case studies

Filter by industry or browse the full collection

Retail / Security

AI Vision — Real-Time Video Analytics

−20% theft Real-time alerts ~2–4× ROI
6–10 weeks · 50–200 Read case →
E-commerce

AI Chatbot for E-commerce (Sales & Support)

70% auto +18% conv. ~2–3× ROI
2–4 weeks · 10–30 Read case →
E-commerce

Recommendation System & Marketing Personalization

+18% conv. +25% open rate ~4× ROI
4–6 weeks · 10–50 Read case →
E-commerce / SEO

AI-Generated Structured Data (SEO Automation)

10× faster +20–35% SEO −90% manual
2–3 weeks · 10–40 Read case →
Marketing

Ads + CRM Integration (End-to-End Tracking)

100% ROI track +25% efficiency ~2–4× ROI
3–5 weeks · 10–50 Read case →
SaaS / Market Intelligence

Large-Scale Data Scraping & Processing Pipeline

100k+/day 5× faster >95% success
3–6 weeks · 10–50 Read case →
NDA Protected

All projects are delivered under NDA. Client names and identifying details are not disclosed — the results shown reflect real outcomes from completed engagements.

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