LeadHub — CRM platform for B2B sales
A CRM platform for B2B sales with artificial intelligence integration. It automates the collection and verification of company data, segmentation of the client base, communication with clients and reply processing. It supports work with clients at every stage of the sales process, from first contact to closing the deal, and provides analytics on results.
- Client
- LeadHub
- Industry
- B2B sales
- Project type
- Web platform
- Services
- Maintenance and support

01Task
The sales department of a B2B company needed a CRM platform to automate work with prospects: building and verifying a company database, segmentation, preparing and managing communications, processing replies, monitoring managers' tasks and analyzing results. Artificial intelligence was to handle routine operations at every stage while leaving decision-making to employees. Additional requirements included preventing duplicate data and repeat messages, tracking communication opt-outs, role-based access control and data protection.
02Solution
Populating and verifying the company database
Companies are added to the CRM from the client's system, via API, by importing Excel and CSV files or manually. The platform automatically verifies and normalizes the data: it detects and merges duplicates and excludes outdated records, stating the reason. During import, AI helps determine the stage of work with the company. Each company is assigned a priority score on a scale from 0 to 100.
Segmentation and sales pipelines
A separate sales pipeline is configured for each market segment, taking into account region, language, industry, communication channel and other parameters. Assignment rules automatically route new and existing companies to the relevant pipelines. The stages of each pipeline are mapped to the platform's common stages, which makes it possible to compare results.
Companies are displayed in a table with filtering, sorting and saved views, as well as on a board by sales stage. All stage transitions are recorded in the history. Before bulk actions, the platform shows a list of the planned changes. A completed action can be undone within 10 seconds.
AI-powered communication automation
The AI assistant generates personalized messages based on company data. If needed, an employee can request an alternative version prepared by a more powerful AI model. A message can be sent only after an employee has reviewed and approved it.
Every evening, the platform automatically builds the message queue for the next day based on company priorities and manager workload. Communication channels and times are set for each pipeline, taking into account business hours and public holidays in the company's region.
Together with the initial message, the employee approves one follow-up reminder. The platform controls contact frequency for each company and stops further messages once a refusal is received.
AI-powered reply processing
Incoming replies are automatically linked to company cards. AI classifies the content of each reply and drafts a response to the client.
Depending on the classification, the platform moves the company to the corresponding pipeline stage and cancels scheduled reminders. If the company opts out of further communication, it is excluded from subsequent messages. Employees log the results of phone calls and messenger conversations manually.
Company card and task management
The company card brings together contact details, information about the responsible manager, planned actions and their deadlines, notes, correspondence and the full interaction history.
The “Today” section shows current tasks, message queues and overdue actions. Notifications about new replies and events are sent to employees in Telegram along with a brief AI-generated summary.
Sales analytics
The platform calculates conversion rates between pipeline stages and identifies the stage where the most prospects are lost. Based on the analytics data, AI generates brief insights into the reasons for losses at pipeline stages and the performance of individual segments and communication channels.
Analytics makes it possible to evaluate results by segment, acquisition source, communication channel and manager, including customer acquisition cost. AI usage costs are kept within a set monthly budget. Based on the settings of the selected pipeline, the platform automatically generates a sales process diagram.
Access management and security
Access to the CRM is restricted by an IP allowlist and protected by two-factor authentication. The role-based access model divides employee permissions into three levels: administrator, operator and view-only.
Access keys for external services, including AI models and Telegram, are stored encrypted in the database. Database backups are created daily and verified. All parameters are configured through the platform interface.
What we did. We developed a CRM platform for B2B sales with AI integrated into the main stages of work with clients. We implemented automatic verification and segmentation of the company database, sales pipeline management, AI-assisted communication drafting and reply processing, monitoring of managers' tasks, analytics, role-based access control and a built-in help system. We provide technical support for the platform and server administration.
03Design
CRM platform interface
The interface uses a dark color scheme and adapts to different screen sizes. The main menu is on the left, the workspace is in the center and the company card is on the right. On smartphones, the menu collapses and the company card opens on top of the list.
Built-in help is provided for the main features. Instructions open when you click the “?” button next to the relevant interface element.
The screenshots show demo data. Company names, website URLs and figures are fictitious and contain no client information.
Brand colors
“Today” screen

Pipeline board

Company table and card

Bulk actions

Context menu

Filters with counters

Analytics

Process diagram

Pipeline settings

Rules

Access

Mobile version: “Today”, companies, card

Mobile version: tasks, pipeline, analytics

17Result
LeadHub brings company database management, data verification, segmentation, client communication, reply processing and sales analytics together in a single CRM platform. AI automates routine operations at every stage, leaving decision-making to employees.
Managers get a daily task list and access to the full history of interactions with each company. The head of sales tracks pipeline conversion rates and evaluates results by segment, communication channel and employee.
RIVERIT provides technical support for the platform and server administration.
Integrations with external systems
- Connection to AI models for drafting messages, processing replies and generating analytical insights.
- Data exchange with the client's CRM and accounting system.
- API for integration with external systems.
- Connection to the client's additional services.
- Sending messages to clients via corporate email.
- Data import and export in Excel and CSV formats.
- Sending notifications by email and via Telegram.
Technologies and timeline
Python, Django, MySQL, Celery, Redis, HTMX, Docker, Claude API.
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