Data analysis and forecasting for organizations
Data Analysis & Forecasting

Turn your organization's everyday data into decisions

Every day your organization generates data — hospital scheduling, a factory production line, store sales, or a logistics delivery route. I take this raw data, find its patterns, and show you exactly where you're losing money and where opportunity is hiding — no guesswork, just models and numbers.

Use cases

Who is this for?

Hospitals & clinics

Reduce patient wait times and staff better by forecasting visit patterns

Factories & manufacturing

Reduce production line downtime with optimized scheduling models

Retail & stores

Prevent stockouts or overstock with accurate demand forecasting

Logistics & distribution

The shortest, cheapest distribution route through network optimization

Markets & investment

Analyze trading patterns with deep learning models

Any other organization

If you have data but don't know what decisions to build from it, this is where we start

What you get

Exactly what is delivered

Depending on the state of your data and your goal, one or a combination of these is delivered.

01

Data infrastructure and management dashboards

If your data is scattered across spreadsheets, notebooks and disconnected tools, we first build a proper place to keep it.

  • Database design that matches your actual business process
  • Integrating disconnected systems and migrating legacy data
  • Management dashboard with metrics that actually drive decisions
Looking for ready ERP, CRM or inventory software? See Ready-made Solutions →
02

Data mining and modelling with ML/DL

Once the data is in order, we move to patterns and prediction — with a model sized to your data, not to fashion.

  • Forecasting demand, sales, consumption or workload
  • Customer segmentation and churn prediction
  • Anomaly and fraud detection in financial and operational data
  • Optimization of price, inventory, scheduling and routing
  • Computer vision models for quality control and safety
03

Delivered as a usable product

A model inside a notebook has no value. The output is something your team uses every day.

  • Web or desktop application for the end user
  • An API to connect the model to your existing systems
  • A written analytical report with interpretation and practical recommendations
  • Training your team to use and maintain it

Project cost depends on scope, data volume and mutual agreement. An initial estimate is provided after a free review session.

Service details

A review of your organization's data (sales, inventory, scheduling, production, resources, market) and building forecasting and optimization models that show exactly where costs are being added and how better decisions can be made.

Final output Analytical report + a deployable forecasting/optimization model

These findings can feed directly into content creation or automation — see the next step of the Homat path →

Request a consultation or order a project

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Where are you?

Your information stays confidential and is only used for the initial contact.

Farrokh Ahmadi — PhD in Management · AI · ML · DS

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