Demand Forecasting
Models that project product, regional, and seasonal demand to guide purchasing and production.
AI Modernization
Predictive Analytics & Forecasting
Machine learning models that forecast demand, sales, inventory, and risk from your historical data, giving teams earlier and better-informed decisions.
- Demand Forecasting
- Anomaly Detection
- Customer Behavior Models
ServicePredictive Analytics & Fore…
CertifiedISO 9001 · ISO 27000
Support24/7 expert team
Overview
Predictive Analytics & Forecasting
Most organizations already hold years of valuable operational data, yet decisions are still driven by spreadsheets and instinct. We build machine learning models that learn from your historical sales, inventory, financial, and operational data to forecast what is likely to happen next.
Our team handles the full pipeline, from data preparation and feature engineering to model training, validation, and deployment. Forecasts are delivered into the tools your teams already use, such as Power BI dashboards or your ERP, and models are monitored and retrained so accuracy holds up as business conditions change.
Trusted by leading organisations
Key features
Everything you get, delivered and supported by our certified engineers.
Anomaly Detection
Automated alerts when transactions, costs, or operational metrics move outside expected patterns.
Customer Behavior Models
Churn risk, purchase propensity, and segmentation models that sharpen sales and retention efforts.
Dashboard Integration
Forecasts and model outputs surfaced in Power BI or your existing reporting and ERP screens.
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Service areas
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Services
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Industries served
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Expert support
Why it matters
Business benefits
The outcomes our clients see when this is done right.
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Earlier Decisions
Teams act on likely outcomes rather than reacting after the fact.
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Leaner Inventory
Better demand visibility helps reduce both stock-outs and excess stock.
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Data-Backed Planning
Budgets and targets grounded in evidence drawn from your own history.
Our delivery process
A clear, proven path from first conversation to steady operation.
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01
Data Assessment
Review available historical data, its quality, and the business questions to be answered.
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02
Data Engineering
Clean, combine, and structure data from multiple sources into a reliable modeling dataset.
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03
Model Development
Train and validate forecasting models, comparing approaches to select the best performer.
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04
Deploy & Monitor
Integrate forecasts into business tools and track accuracy with scheduled retraining.
Why TM Solutech
Why businesses choose us
35+ years of heritage, one philosophy: your growth is our growth.
35+
Years of heritage
Since 1985 through TM Systems
Since 1985 through TM Systems
- Customer-centric approach
- Cost-effective solutions
- Time-efficient delivery
- Quality without compromise
Cross-Industry Expertise
Deep experience across banking, hi-tech, pharmaceuticals, manufacturing, education, agriculture, hospitality, construction and SMEs, trusted by organisations such as CEPT University, DDB Mudra Group, Adarsh Co-op. Bank and The Gujarat State Co-op. Bank.
Deep Expertise & Leadership
Backed by experienced leaders with 30+ years in IT, including software development, hardware architecture, networking, and cybersecurity. Our leadership team brings decades of hands-on experience to every project.
Dedicated IT Solutions
Every project is unique because we prioritize your specific needs. Our philosophy of 'growing together' drives us to deliver custom-tailored solutions with time efficiency and cost-effectiveness, without compromising on quality.
Quality Without Compromise
Our working systems are tailored to reduce timescales and costs while maintaining the highest quality standards. We help clients reach their full potential through efficient, reliable technology solutions.
End-to-End Solutions
From cloud strategy and migration to cybersecurity and infrastructure management, we provide comprehensive IT solutions under one roof, ensuring seamless integration and consistent quality.
24/7 Support & Monitoring
Our managed services include continuous infrastructure monitoring, automated incident response, and SLA-backed support to ensure your IT systems run smoothly around the clock.
Built on platforms you trust
We design, supply and support solutions from the world’s leading technology brands.
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Microsoft
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Oracle
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AWS
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Google
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IBM
Trusted across industries
Solutions shaped around the regulations and realities of your sector.
Large Enterprise – Manufacturing
ERP and SAP infrastructure, plant and office networks, data centre and end-user computing for large manufacturing enterprises.
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Education
Campus networks and Wi-Fi, computer labs, secure collaboration and IT support for schools, colleges and universities.
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SMB
End-to-end IT for small and medium businesses: modern infrastructure, managed security and support that grows with you.
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BFSI
Banking, financial services and insurance: core banking security, SEBI CSCRF compliance, managed SOC and solutions trusted by 150+ …
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Software Development
Development and test environments, cloud and DevOps-ready infrastructure, licensing and secure networks for software companies.
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Medical & Pharmaceuticals
On-site engineering support, compute and data storage deployment, and specialized GenAI tools including Custom Copilot for Medical Representatives.
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Frequently asked questions
Can't find your answer? Browse all FAQs or ask our team.
It depends on the use case and seasonality, but we assess your data during the first phase and give a realiztic view of achievable accuracy before any model build begins.
Yes. We deliver model outputs into Power BI, your ERP, or other reporting tools so teams can use forecasts without learning a new system.
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Ready to get started?
Talk to our team about your requirements. We usually reply within one business day.
- ISO 9001 Quality Management System
- ISO 27000 Information Security Management