Business process automation
Chains of tasks across your services with no copying by hand: requests, documents, reports and price lists move by themselves, and a person approves only what matters.
03 05 service 3 of 5 in Automation & AI
What’s included
- Agentic workflows that plan a task and run it end to end, not just move data
- Incoming requests sorted, enriched and routed automatically
- Documents parsed into structured data — invoices, contracts, specs
- Scheduled reports and alerts
- Systems connected through APIs and MCP
- Human approval kept at the steps that matter
Who it’s for
- Companies where a person retypes the same data between two systems
- Teams whose reporting is a manual Excel ritual every Monday
- Businesses growing headcount just to keep up with paperwork
In short
Process automation links your services into chains that run by themselves: a request is checked, enriched and routed to the right manager, a supplier invoice turns into structured data and is reconciled with the order, reports arrive on schedule, price lists are imported without manual editing. Where a fixed chain is not enough, an agentic workflow plans the task and carries it through, with a person approving the important steps. Every operation is logged, failures are retried and reported, and access goes through service accounts with minimal rights. The price is counted in hours and fixed before the start.
Signs that a process is ready to be automated
If you recognise at least two of these, the team is paying in hours for work a machine can do.
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01
The same data typed twice
An order from the site is retyped into the CRM, then into accounting.
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02
The Monday ritual
A report is collected by hand from several tables every week.
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03
Requests get lost
Between email, messengers and the site, some requests are never answered.
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04
Copy-paste errors
A wrong digit in a price or an amount costs money and reputation.
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05
Hiring for paperwork
New people are hired not for growth but to keep up with documents.
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06
Everything rests on one person
The process lives in one employee’s head and stops when they are on holiday.
Which processes we automate
Most of the routine falls into a few families — each has proven solutions.
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01
Incoming requests
Requests from the site, email and messengers are checked for spam and duplicates, enriched with data and routed to the right person.
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02
Documents
Invoices, contracts and specifications are parsed into data; invoices, contracts and quotes are generated from templates.
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03
Reports and alerts
Numbers from the CRM, accounting, ads and tables are collected on schedule and delivered to Telegram or email.
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04
Catalogue and prices
Supplier price lists and manufacturer catalogues are imported and synced without manual editing.
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05
Calculations by your rules
Markups, currency rates, price lists for client groups — logic that exists only in your business.
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06
Publishing
One piece of content goes to several channels at once — site, social networks, messengers.
What it looks like: two examples
Each step used to be a person’s minute. Now a person appears only where a decision is needed.
A request from the site
- The form is sent — spam and duplicates are filtered out
- A card appears in the CRM with the source and the ad campaign
- The responsible manager is chosen by the rules
- The customer gets an email, the manager gets a message in Telegram
- No answer in an hour — a reminder to the head of sales
A supplier invoice
- The invoice arrives by email as a PDF or a scan
- The model extracts details, items and amounts
- The data is reconciled with the order
- Discrepancies go to a person for a decision
- Everything matches — the invoice goes into accounting
Agentic workflows: when a chain is not enough
A regular chain follows the same steps every time. An agent decides the steps itself — within the boundaries you set.
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01
Plans the task
Breaks the request into steps: what to find, what to check, what to prepare.
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02
Works with tools
Reads and writes data in your systems through APIs and MCP — not by guessing.
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03
Checks itself
Compares the result with the source data before moving on.
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04
Within its rights
Sees and changes only what it is allowed to; access can be withdrawn at any moment.
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05
Asks before the important
Payments, sending to a customer, deleting data — only after a person approves.
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06
Every step in the log
You can see what the agent did, why, and what it cost.
So that automation never breaks silently
The worst automation is one that stopped a week ago and nobody noticed. That is why reliability is built in from the start.
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01
An exchange log
You can see what was sent, where, and what the other side answered.
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02
Retries with a growing delay
If another service is down, the step is repeated later instead of being lost.
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03
Protection from doubles
A repeated notice does not create a second order or a second payment.
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04
Failure alerts
If something cannot be fixed by itself, a person learns about it at once.
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05
Heavy work in the background
Big imports and mailings run in the background and do not slow down the site.
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06
Service accounts
Integrations work under their own accounts with minimal rights, not under an employee’s login.
What we will need from you
Automation starts with understanding how the work really goes — not how it is described in the rules.
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01
The process as it is
Who does what, in what order, and where the exceptions are.
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02
Real examples
Requests, documents, reports — the automation is checked against them.
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03
Access to systems
CRM, accounting, email, tables and services that take part in the process.
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04
Who approves what
At which steps a person’s decision is needed and whose.
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05
Numbers “before”
How many hours and mistakes the process costs now — that is how the result is measured.
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06
An owner of the process
One person who knows the process and makes decisions on it.
Common process automation mistakes
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A chain without a log
When something breaks, nobody can tell where and since when.
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No plan for someone else’s failure
Other services go down and change their API. Without retries and alerts the data is simply lost.
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Automating every exception
Automate the main flow, and give rare odd cases to a person — that is cheaper and more reliable.
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Integration under an employee’s login
The employee leaves or changes the password — and the automation stops.
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A spreadsheet instead of a database
A shared spreadsheet that ten people edit by hand is a fragile foundation for automation.
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Nobody owns the process
Without one responsible person the rules drift and the automation stops matching reality.
Questions about process automation
How much does process automation cost?
The price is counted in hours: it depends on the number of steps and systems and on where AI is needed. The sum is fixed before the start; the estimate is free.
How long does it take?
As a guide, one integration takes one to four weeks. A process with several systems is split into stages, each delivered on its own.
What if a system has no API?
Then we work with what it has: exports and imports of files, email, a shared folder. It is less elegant but works — and is logged in the same way.
Does every process need AI?
No. Where the rules are known, ordinary code is faster, cheaper and more predictable. A model is added where there is free text: emails, documents, questions.
Will it work with our CRM and accounting system?
Yes, through their API or exports. The exchange goes both ways, and for each field it is decided in advance which system is the main source.
Can we change the rules ourselves?
Simple settings — who receives requests, thresholds, report recipients — are moved to the admin panel. Changes to the logic itself are made in the code.
What happens if a service goes down?
The step is repeated with a growing delay, nothing is lost, and if the problem lasts, a person gets an alert.
How are access and keys protected?
Integrations use service accounts with minimal rights, and keys are kept in environment variables — never in the code or the repository.
Can we start with one process?
That is the best way: take the one that costs the most hours, measure the result and only then move on.
Why not Zapier or Make?
They are fine for testing an idea and simple links. When the process is part of how the business works, your own code gives no limits on logic, no subscription growing with operations, and data that stays in your systems.
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process automation
Describe the process that eats the most hours and the systems involved — we will suggest what to automate first and estimate the work. The consultation is free.