25 Years of Supply Chain Expertise · Hyderabad, India

Built for a
volatile world.

We give supply chain leaders what volatility takes away — predictability, visibility and accuracy — at a fraction of the cost, with the highest ROI.

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