CRM systems: types, how to choose one and how to roll it out without failing

A CRM system is software for managing customers and deals: it stores the history of every customer, moves deals through pipeline stages and keeps an inquiry from falling between sales reps. Instead of spreadsheets, notebooks and messenger threads, the company gets one place where every deal and its owner are visible.

Below we go through what a CRM actually delivers, what types of systems exist, how to choose one for your business, how an off-the-shelf product differs from a custom system, what stages a rollout consists of, what drives the price and why a significant share of implementations fail.

What is a CRM and what does it actually deliver?

In short: a CRM turns scattered customer work into a managed process where every deal is visible and nothing gets lost.

Without a CRM, inquiries live in email, in messengers and in a sales rep's head. When that person leaves, the customer base leaves with them, and the manager has no view of how many deals are in play or what stage they are at. This is exactly what a CRM fixes: an inquiry from any channel lands in the system, moves through the pipeline stages, the rep gets tasks, and the owner sees the sales picture without asking for a report.

It is important to understand what a CRM is not. It is not a magic button that grows sales on its own. It is a tool that makes the sales process transparent and manageable. If there is no process, the CRM will record its absence. That is why a conversation about choosing a system always starts with a conversation about the process.

Types of CRM: operational, analytical, collaborative

In short: the type of CRM is determined by the main job to be done, and there is no universal solution for everything.

An industry overview of the classifications explains the split:

By the way they handle data, CRMs are divided into operational (automating the routine), analytical (working with data and forecasts) and collaborative (interaction between departments and channels); many systems are hybrids — an overview of CRM system types, Comindware.

In practice, most companies need an operational CRM at the start: stop losing inquiries and speed up deals. Analytics and complex scenarios come later, once data has accumulated and it is clear what decisions it should inform. Which numbers from the CRM the owner should actually see is a separate topic, covered in the article on the owner's dashboard.

How do you choose a CRM for your business?

In short: what you choose is not a system but a process; the system is fitted to the sales pipeline, not the other way round.

Here is the order that saves both budget and nerves:

1. Describe the sales process. Pipeline stages, inquiry sources, who does what at each step. Without this, any system will sit badly.
2. Define the mandatory integrations. Telephony, the website, messengers, 1C — the accounting and ERP platform most Russian companies run on. If the CRM is not connected to these channels, it becomes just another spreadsheet.
3. Separate the must-haves from the nice-to-haves. A long wish list inflates budget and timelines. At the start you need a working minimum.
4. Test it on your own process. Not against the vendor's presentation, but on a real deal from inquiry to payment.

A common mistake is to pick a system by popularity or subscription price and then bend the process to its logic. If sales are what sets the company apart from competitors, a standard off-the-shelf product can flatten and impoverish that process. How to connect the CRM with telephony, the website and 1C into a single loop is covered in the article on system integrations.

Off-the-shelf or a custom CRM?

In short: an off-the-shelf product wins on standard sales and at the start; a custom system is justified where the sales process is non-standard or is itself an advantage.

Most companies go through both stages: they take something ready-made to launch quickly, then move to their own system as they scale and their specifics grow. An off-the-shelf CRM gives a fast start and a low entry cost, but its logic is fixed, and a non-standard process either has to be broken to fit it or endlessly customised.

A custom system built around the process costs more at the start, but it maps precisely onto the real pipeline, and the code and data stay with the company. The second factor is ownership and control: you can change contractors, and the data sits wherever the business decides. A detailed comparison with a total-cost calculation is in the piece “A custom system or an off-the-shelf product”.

What stages does a rollout consist of?

In short: five stages, and the first one is about the process, not the software.

1. Describing the sales process (as-is and to-be). How sales run today and how they should run. This is where the process gets fixed rather than transferred as it is.
2. Configuring the system. Pipelines, fields, access rights, task automation. As few fields as possible — so that reps actually fill them in.
3. Integrations. Telephony, the website, messengers, 1C. Without them the CRM stays an island.
4. Data migration and training. Clean customer data and trained sales reps. A dirty database undermines trust from day one.
5. Ongoing support. Measuring the effect, refining pipelines, support as you grow.

Skipping the first stage is the main cause of failure. The system gets configured around a process that does not exist, and it automates the mess.

How much does it cost and what drives the price?

In short: the licence is the tip of the iceberg; the bulk of the cost sits in the rollout.

Cost drivers:

• the complexity of the pipelines and the number of automations;
• integrations with telephony, the website, messengers, 1C;
• migrating and cleaning the customer base;
• how deep the customisation for a non-standard process goes;
• training the sales team and ongoing support.

The point that breaks budgets: implementation regularly costs more than the licences. Configuration, integrations and training cost more than the subscription, yet the vendor's website shows only the subscription. An off-the-shelf product has a low entry cost but recurring payments; a custom system has a higher entry cost, but the code becomes a company asset. The number worth calculating is total cost of ownership over three to five years.

Why do CRM rollouts fail?

In short: the cause is almost always the approach rather than the system — and the statistics bear that out.

CRM failure is a mass phenomenon:

Industry estimates say a significant share of CRM rollouts — the figures quoted range from 40% to 70% — miss their goals, and the reason usually lies not in the system itself but in how the company approached the rollout — an analysis of why CRM rollouts fail, RegionSoft on Habr.

The same scenarios repeat from company to company: rolled out without a described sales process; the sales team was not trained and went back to spreadsheets; the system was overloaded with mandatory fields, so people filled them in for show; chaos was automated instead of order being established first. Why the most popular class of systems in particular stalls is covered separately and in detail in the article “Why CRM never takes root”.

What is happening on the CRM market in Russia?

In short: foreign vendors left, domestic solutions took over the market, and adoption has become widespread.

A few facts that are useful when choosing a system for several years ahead:

The Russian CRM market grew by roughly a quarter in 2025, the share of domestic solutions passed 90%, and more than 30% of companies use a CRM, with most users working in it daily — an overview of the Russian CRM market in 2025, KT.team.

For an owner this leads to two practical conclusions. First: a domestic CRM removes the risks around payment, support and storing data in Russia, and in terms of features it covers what most companies need. Second: widespread adoption does not mean you should take the system “everyone else has” — the choice still follows the sales process of your particular business.

Where do you start?

An order you will not have to redo:

1. Describe the sales process. Pipeline stages, inquiry sources, owners. Specifically, not “let's roll out a CRM”.
2. Count the losses. How many inquiries get lost and what a lost deal is worth. Without that number there is nothing to measure the effect against.
3. Define the mandatory integrations. Telephony, the website, messengers, 1C.
4. Pick the type of system for the job. Operational, to stop losing inquiries; analytics comes later.
5. Decide: off-the-shelf or custom. Standard sales are covered by an off-the-shelf product; a non-standard process calls for a custom system.
6. Budget for training and support. Without them the system turns into an expensive address book.

At IncubeAi we build CRMs around a company's process: configuring pipelines, integrating telephony, the website and 1C, migrating the database, automating tasks. The code and data stay on the business's side, the data stays in Russia, the work runs under a contract, and support continues after handover. If your sales process is already clear, start with a conversation about it — discuss a project.

Sources

• Comindware, “Types of CRM systems: the main classifications and how to choose” — the split into operational, analytical and collaborative systems.
• KT.team, “The Russian CRM market in 2025: adoption and trends” — market growth, the share of domestic solutions, the level of adoption among companies.
• RegionSoft on Habr, “How to fail a CRM rollout” — why rollouts miss their goals and what lies behind that.