Homat | Ready-made Solutions — machine learning models, Telegram bots, ERP and CRM

Machine learning & data mining

7 products

Demand & sales forecasting model

The problem Purchase orders are based on guesswork: one month you run out, the next month cash sits in the warehouse.

Sales forecasts per product or branch for the coming weeks and months
Accounts for seasonality, promotions, discounts and holidays
Uses time-series foundation models, so short sales histories still give usable forecasts
Suggested order quantities and reorder points, with a simple dashboard for the buyer

Good for: Retail chains, distributors, pharmacies and manufacturers

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Customer churn prediction & next-best action

The problem By the time you notice a customer has left, it is too late to keep them.

A churn-risk score for every customer, updated with each purchase
Shows the reasons: fewer repeat orders, late payments, complaints
Suggests a concrete action (call, special offer, follow-up) and sends the list to your CRM or Telegram
Measures whether those actions actually reduced churn

Good for: Subscription businesses, gyms, insurance, B2B sales and online stores

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Customer segmentation & market-basket analysis

The problem Every customer gets the same message and the same discount, and much of the budget is wasted.

Customer clusters based on buying behavior (RFM and clustering models)
Finds products that are bought together (association rules) for layout and cross-selling
Estimates the lifetime value of each customer group
Exports each group for SMS, campaigns or your CRM

Good for: Stores, restaurants, loyalty programs and online sales

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Anomaly & fraud detection in transactions

The problem Mismatched balances, unusual discounts or suspicious transactions get lost among thousands of rows.

Automatic monitoring of sales, purchases, cash and stock transactions
Instant Telegram alerts for unusual cases, with the reason
Fewer false alarms by learning from reviewer feedback
Periodic reports for the finance manager and internal audit

Good for: Distributors, multi-branch stores, cash desks and audit teams

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Price, discount & inventory optimization

The problem Prices and discounts are set by gut feeling or by competitors, and nobody knows where margin is lost.

A price-sensitivity model for each product or product group
Price and discount recommendations from operations-research models that respect your constraints
What-if simulation before any price change goes live
Aligns purchasing with warehouse capacity and cash flow

Good for: Retail, distribution, manufacturing and businesses facing inflation and price swings

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Predictive maintenance for equipment

The problem A machine breaks down mid-shift, and the downtime costs more than the repair.

Analysis of sensor data, running hours and repair history
Warnings before failure, with a suggested service date
Ranks equipment by risk and cost of downtime
An equipment-health dashboard for the maintenance team

Good for: Factories, petrochemical and port operations, transport fleets and facilities

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Automatic data extraction from invoices & scanned documents

The problem Invoices, contracts and paper forms are typed in by hand, which is slow and error-prone.

Reads Persian and English text from images and PDFs
Extracts specific fields (amount, date, counterparty, line items) and checks them against your rules
Sends results straight to Excel, accounting software or your ERP
Can run on your own server, so documents never leave your organization

Good for: Finance teams, insurance, import/export and document-heavy offices

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Messaging bots

5 products

Stock-count & inventory bot

The problem Stock is scattered across notebooks and spreadsheets, so you find out about shortages too late.

Log goods in and out by typing or scanning a barcode inside the messenger
Automatic alert when stock hits the reorder point
Live stock levels for the manager
Periodic Excel export for accounting

Good for: Shops, distributors and small-to-mid warehouses

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Order capture & tracking bot

The problem Orders get lost in scattered chats, and customers have to message again just to check status.

Take orders inside the messenger with a simple menu
Orders logged automatically to your sales list
Automatic status updates to the customer
Daily order report

Good for: Instagram shops, restaurants and order-driven businesses

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Remote command & reporting bot

The problem For a simple number like today’s sales you have to sit at a computer or ask a colleague.

Predefined commands such as “today’s sales” or “account balance”
Secure connection to your internal software and database
Separate permission level per user
A log of every command run

Good for: Managers who want the picture without being in the office

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Customer support bot

The problem Answering the same questions eats your team’s time, and nobody replies after hours.

Around-the-clock answers to frequent questions
Hands the chat to a human when needed
Looks up order status from your system
Report of the most repeated questions

Good for: Any business with a high volume of customer messages

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Appointment booking bot

The problem The booking line is always busy and cancelled slots stay empty.

Booking against real free slots
Automatic reminder before the appointment
Customers cancel or move their own booking
Daily appointment list for reception

Good for: Clinics, salons and service businesses

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ERP & CRM

5 products

Web-based inventory module

The problem You do not know exactly which goods you have, in which warehouse, and how many.

Define items, warehouses and units
Receipts, issues and inter-warehouse transfers
Item ledger and movement reports
Reorder-point alerts

Good for: Distributors, manufacturers and multi-branch shops

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Purchasing & sales module

The problem Orders, invoices and stock are recorded in three places and the numbers never match.

Purchase and sales orders
Invoices linked to warehouse stock
Payment status tracking
Sales reports by item, customer and period

Good for: Trading and distribution businesses

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Production module

The problem Line scheduling is manual and the reasons for stoppages are never recorded.

Plan and schedule production orders
Log stoppages and their causes
Line capacity and efficiency
Linked to raw-material stock

Good for: Workshops and manufacturing plants

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Custom CRM

The problem Customer follow-up lives in salespeople’s heads; when someone leaves, their customers leave too.

A full record and contact history for every customer
Sales leads and their stages
Automatic follow-up reminders
Salesperson performance reports

Good for: Sales teams, agencies and service companies

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Management dashboard (BI)

The problem Reports arrive late and every department hands in a different number.

Brings together data from separate systems
KPIs that actually drive decisions
Refreshes automatically — no manual reporting
Accessible from your phone

Good for: Managers who want to decide on numbers

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Finance & invoicing

3 products

Tools in this category are built for internal business management. They do not replace a certified accountant, approved accounting software, or tax filing systems.

Simple bookkeeping & general ledger

The problem Heavy accounting software is too much for a small business, and spreadsheets are error-prone.

Journal entries against accounts you define
Journal and general ledger
Simple trial balance
Multi-user access with permission levels

Good for: Small businesses and startups

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Invoicing & receivables tracking

The problem You do not know who owes how much, and due dates slip by.

Create and send invoices
Automatic due-date reminders to customers
Debtor and creditor reports
Payments received and balance per customer

Good for: Service companies and businesses selling on credit

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Management financial reports

The problem Until year end you cannot tell whether you made a profit or just had turnover.

Simple profit & loss
Monthly cash flow
Period-over-period comparison
Early warning of a cash shortfall

Good for: Managers and business owners

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AI agents

3 products

Q&A assistant over your documents

The problem The answers are in internal policies and files, but nobody can find them.

Precise answers with a reference to the source document
Search across Persian-language files
Access limited by user role
Logs unanswered questions so documents can be completed

Good for: Organizations, hospitals and document-heavy companies

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Multi-step task agent

The problem A simple task passes through several systems and people, and is redone by hand every time.

Runs steps in sequence across different systems
Decides based on rules you define
Pauses for human approval at sensitive steps
Full report of every run

Good for: Teams with repetitive administrative processes

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Ask-your-data assistant

The problem Every simple number needs a report request and days of waiting.

Ask in plain language ("What were branch sales last month?") and get numbers and charts
Secure, read-only connection to your database, spreadsheets or current software
Shows how each number was calculated, so answers can be checked
Can run on your own server

Good for: Managers and teams who need quick reports

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How it works

From a conversation to software you use every day

Free review session I look at your current process and we decide which part really needs building.
A usable first version Instead of a long spec, you get a working version early and start using it.
Handover, training, support Your team is trained, and fixes are made after real-world use.

Each product is built around your process, not one identical version for everyone; cost is estimated after the free review session.

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Pick a product and write a few lines about your business; I will get in touch to set up a free review session.

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