25 Years of Supply Chain Expertise · Hyderabad, India

Built for
volatile supply chains.
Your supply chain has data.
We deliver optimized decisions.
Save millions in
working capital, by design.

We give supply chain leaders what volatility takes away — predictability, visibility and accuracy — at a fraction of the cost, with the highest ROI. One AI-powered platform turns your existing supply chain data into optimized, prescriptive decisions — forecasting, inventory, transport and S&OP, all at low cost. Better planning compounds. Mathnal's AI & optimisation engines help you unlock working capital trapped in excess inventory, poor forecasts and slow decisions.

Our method — how we create leverage:
🩺DiagnoseFind the real problem
🔬SimulateStress-test scenarios
⚙️OptimiseSolve mathematically
📈PredictML forecasting
🤖PrescribeAct autonomously
Predictability Visibility Accuracy Low Cost Highest ROI

Serving customers and suppliers across inventory, transport, production, warehouse, procurement & S&OP — with 6 AI products, 4 free diagnostic tools, and 15+ quantified case studies.

Predictability
35% ↑
Forecast accuracy gain
Visibility
14 days
Early risk warning
Prescriptive AI
● ACTING
55% exceptions auto-resolved
mathnal.tech/products/forecasting
📈 SC Forecasting Engine
Live ML
8.2%
MAPE
▼ 35% cut
22%
Safety stock saved
↑ $2.4M freed
4
Models ensembled
XGB·LSTM·TFT
XGBoostLSTMTFTProphetMLflowAuto-retrain
📦 Inventory Optimisation Engine
Monte Carlo
$3.2M
Capital freed
▼ 28% inventory
31%
Stockouts down
↑ 97.4% SL
10K
SKUs optimised
Multi-echelon
A
B
C
D
E
F
G
H
I
J
K
L
Monte CarloBayesianABC-XYZSLOB Analysis
🤖 SC Agentic Copilot
AI Agents
55%
Auto-resolved
↑ exceptions
24/7
Monitoring
Always on
40%
Time freed
↑ per planner
🔁
Replenishment Agent → PO triggered for SKU-4421
done
🛒
Procurement Bot → negotiating supplier INV-03
running
⚠️
Risk Monitor → 14-day early warning: disruption
active
📋
S&OP Copilot → drafting consensus plan
queue
🚚 Transport Route Optimiser
OR-Tools
12%
Cost reduced
↓ $890K/yr
98.5%
On-time delivery
↑ 6.3pp
48
Vehicles routed
Multi-depot
CVRPVRPTWMulti-DepotFastAPI
🛡️ SC Risk Intelligence Monitor
Alert
14 days
Early warning
↑ $1.8M prevented
45
Scenario types
Bayesian net
92.4
Risk score avg
▼ 23pts
Supplier risk heatmap — 12 weeks
GeopoliticalClimate RiskFinancialMonte Carlo
📊 SC Intelligence Dashboards
Power BI
15+
KPIs tracked
Real-time
80%
Faster reports
↓ 23 Excel files
99.4%
OTIF rate
↑ 4.2pp
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Power BIDAXStar SchemaRLS
SC Forecasting Engine
XGBoost · LSTM · TFT · Prophet
View all 6 products →
25 Years SC Experience · 6 AI Products · 5-Step Methodology · 35% MAPE Cut · $3.2M Capital Freed · Highest ROI Guarantee
01 — FREE AI DIAGNOSTIC TOOLS

Diagnose your supply chain — free, instant, no signup.

Pick a tool on the left. Preview it live on the right — or open the full page.

📦
Inventory Health Check

10-dimension score: safety stock, ABC-XYZ, turns, aging, service level.

📈
Forecast Accuracy Audit

MAPE, bias, tracking signal. Find if forecasts help or hurt your plan.

⚠️
Risk & Resilience Simulator

Bayesian engine, 45 disruption scenarios, Monte Carlo, VaR analysis.

New
⚙️
Optimisation & Simulation

LP/NLP solver for cost, profit, resource allocation. Up to 50 SKUs.

New
🩺 Open Full Diagnostic Suite →
Inventory Health Check inventory_diagnostic_tool.html
Open Full Page ↗
FIND YOUR SOLUTION

Select your supply chain problem. We'll show the fix.

Click problems on the left. Solutions appear on the right — all in one view.

⚡ YOUR PROBLEMS

✅ OUR SOLUTIONS

🎯

Your supply chain problem has a solution here.

We have spent years building products, services and tools for exactly the challenges you face — stockouts, excess inventory, poor forecasts, high logistics costs, manual reporting, risk exposure and broken S&OP.

← Select your problem and we will show you the fix.

100% SC Focused 6 AI Products 4 Free Tools Hyderabad, India
02 — SERVICES

End-to-end supply chain AI & analytics services.

Click a service on the left to see full details on the right.

📊
SC Analytics & Dashboards

KPI monitoring, reporting, Power BI

📈
Forecasting & Demand Sensing

ML forecasting, bias correction

🤖
Agentic AI Systems

Autonomous agents, copilots

🧠
ML Engineering & MLOps

Production ML, deployment

⚙️
SC Optimisation

Inventory, transport, production

📋
S&OP Analytics & Planning

IBP, scenario simulation

→ View All 6 Services
FORECASTING SOLUTIONS

From spreadsheet averages to production ML forecasting.

We build forecasting at every maturity level. The right model depends on your data, SKU count and planning process.

📊 Classical

Moving averages, Holt-Winters, ARIMA, seasonal decomposition.

Excelstatsmodels

🤖 Machine Learning

XGBoost, LightGBM with lags, rolling stats, promotions.

scikit-learnXGBoost

🧠 Deep Learning

LSTM, GRU, TFT for multi-horizon demand at scale.

PyTorchTFT

⚡ Foundation Models

TimeGPT, Chronos, NeuralProphet — minimal data needed.

TimeGPTChronos

Forecasting Pipeline Architecture

Raw Demand ERP / POS / Excel STEP 1 Clean & Feature pandas / Power Query STEP 2 Model Zoo ARIMA → XGBoost → TFT STEP 3 Evaluate & Tune MAPE / Bias / Backtest STEP 4 Deploy & Monitor MLflow / FastAPI / Alerts STEP 5 RAW DATA → PRODUCTION FORECAST IN 6 WEEKS
AUTOMATION SOLUTIONS

Five tiers of supply chain automation. Pick yours.

Every company is at a different maturity level. We build solutions that match where you are today and grow with you.

TIER 1 Excel + Power Query Automated refresh Pivot dashboards Solver optimisation ₹1–3 Lakhs Best for: SMEs No code needed 2–4 weeks TIER 2 SQL + Power BI Direct query ERP DAX KPI measures Scheduled refresh ₹3–6 Lakhs Best for: Mid-size SQL basics needed 4–6 weeks TIER 3 SQL + Python + Power BI ML models + ETL Automated pipelines Custom dashboards ₹6–15 Lakhs Best for: Enterprise Full stack analytics 6–10 weeks TIER 4 SaaS Platform (No AI) Cloud dashboards Role-based access API integrations ₹15–30 Lakhs Best for: Multi-site Browser-based 10–16 weeks TIER 5 SaaS + AI Agentic AI ML forecasting Autonomous agents Auto-retraining ₹30+ Lakhs Best for: Digital SC Full AI autonomy 12–20 weeks EXCEL SQL + BI PYTHON SAAS AI + SAAS 5 AUTOMATION TIERS — CHOOSE YOUR LEVEL

📩 Discuss which tier fits your team →

03 — PRODUCT SUITE

Six AI-powered supply chain products with proven ROI.

Click a product on the left to see full details on the right.

📈
SC Forecasting Engine

ML demand forecasting

📦
Inventory Optimisation Engine

Dynamic safety stock

📊
SC Intelligence Dashboards

15+ KPIs, Power BI

🤖
SC Agentic Copilot

Autonomous AI agents

🚚
Transport Route Optimiser

VRP, multi-depot routing

🛡️
SC Risk Intelligence

14-day early warning

→ View All 6 Products
04 — Solutions by Domain

Seven supply chain domains. One specialist partner.

→ View all 7 solutions with ROI case studies

HOW WE WORK

Our 6-step engagement process.

From discovery to continuous optimisation — structured, sprint-based, with weekly demos.

Step 01 🔍 Discovery Pain points & data Week 0 Step 02 📊 Diagnose Free audit + gaps Week 1 Step 03 📐 Design SOW + architecture Week 2 Step 04 ⚙️ Build Sprints + demos Week 3–8 Step 05 🚀 Deploy Launch + training Week 9–10 Step 06 📈 Optimise Monitor + retrain Ongoing DISCOVERY → DEPLOY IN 6–10 WEEKS · CONTINUOUS OPTIMISATION
TECHNOLOGY

Business & tech stack integration.

We integrate with your existing ERP, databases and cloud infrastructure. No rip-and-replace — we build on what you have.

DATA SOURCESERP (SAP, Oracle)Excel / CSV filesSQL DatabasesREST APIs / IoTCloud StorageFlat files / EDI PROCESSINGPython / pandasPower Query (M)SQL / dbtPrefect / AirflowSpark (at scale) AI / ML MODELSXGBoost / LightGBMLSTM / GRU / TFTProphet / NeuralProphetOR-Tools / PuLPLangGraph / CrewAI DASHBOARDSPower BI + DAXPlotly / StreamlitExcel + Solver DEPLOYMENTFastAPI / DockerMLflow / PrefectAzure / AWS / Vercel WE INTEGRATE WITH YOUR EXISTING INFRASTRUCTURE — NO RIP-AND-REPLACE
05 — Client Outcomes

Quantified results from real engagements.

FMCG Manufacturer

ML forecasting: MAPE from 28% to 12%. Safety stock freed $3.2M working capital. OTIF up 6 percentage points.

Read case study →

E-Commerce Platform

Inventory optimisation across 50,000 SKUs. ABC-XYZ segmentation + dynamic ROP: excess stock reduced 22%.

Read case study →

3PL Logistics Provider

VRP route optimisation for 1,200 daily deliveries. Logistics cost down 12%, on-time delivery 98.5%.

Read case study →

→ View all 9 case studies with quantified ROI

06 — Training & Certification

Build your team's supply chain AI capability.

Professional training from India's specialist SC AI company. Live cohorts, corporate batches and university partnerships.

🎓 View All Programs → ⬇️ Download Training Brochure

📰 Mathnal Insights Newsletter

Supply chain AI analysis, case studies and Python tutorials. Free, monthly.

Read Latest Issues →📚 E-books & Bookstore
08 — Get in Touch

Let's discuss your supply chain challenge.

Whether you need a diagnostic, a product demo, a consulting engagement or a training proposal — we respond within 2 hours. Tell us what you are working on and we will suggest the right approach.

✉️ krishnaidu@mathnal.tech 📱 +91 79936 51356 (WhatsApp) 📍 GKS Pride, Yapral, Hyderabad 500087 🕘 Mon–Sat · 9 AM – 8 PM IST

Sent to krishnaidu@mathnal.tech · Response within 2 hours