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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

How it works

From a conversation to software you use every day

  1. Free review session I look at your current process and we decide which part really needs building.
  2. A usable first version Instead of a long spec, you get a working version early and start using it.
  3. 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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