KI als Einkaufsberater: Was zum autonomen Onlineshopping noch fehlt
Vom Produktvergleich bis zur Kaufabwicklung: Agentic AI kann im Onlinehandel in Zukunft eine Reihe von Aufgaben übernehmen. Doch auch wenn die techn…
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The three-object CRM data model that ends your data silos
Every few weeks a developer gets pulled into a meeting they didn't ask for. The revenue team's CRM is "a mess," the reports don't match, and someone…
n8n vs Claude Agents for Sales and CRM: What Goes Where in 2026
A demo request lands at 4:52 pm on a Friday: "40 people, moving off spreadsheets, need something live before Q1." n8n can catch that form, dedupe it…
Capsule CRM vs HubSpot: Selecting by Business Job, Costs, and Scale Constraints
Choosing a CRM by Job Required: Why Capsule vs. HubSpot Is the Wrong Starting Question Most software reviews compare Capsule CRM and HubSpot by matc…
AI‑Powered Smart Routing: One Inbox for All Channels
The problem Small businesses in India often juggle dozens of customer conversations across WhatsApp Business, Instagram Direct, SMS, web‑chat widget…
Odoo CRM Implementation: 7 Practical Lessons From Real ERP Projects
An Odoo CRM implementation is not simply a matter of installing the Odoo CRM app and creating a few pipeline stages. The difficult part is usually e…
Salesforce Certified Administrator (Sales-Con-201): Data Models, Security & Flow Architecture
When preparing for the Salesforce Certified Administrator exam, the key to passing isn't memorizing feature lists—it's understanding how to translat…
Sales Call CRM Actions: Node.js MP3/WAV Speech-to-Text Uploads Across US/EU
The constraint that changes this choice is provider portability. A sales-call transcript is an intermediate artifact, not the product: the useful ou…
Your Contact Form Created the Deal... Just in the Wrong Pipeline
One of the most interesting CRM bugs I've seen recently wasn't caused by a failed API request. In fact, the API worked perfectly. The website visito…
Обошёл блокировки в интернет магазине, но чуть не сломал корзину. Пишем автономный мониторинг на Playwright и n8n
Наш магазин работает на InSales. Как и у большинства российских магазинов на этой платформе, часть системных JS и CSS файлов раздавалась через stati…
AI Assistants Are Quietly Sending You Customers — and Your CRM Can't See Them
The best acquisition channel in your CRM may be hiding under website . That sounds dramatic, but it is exactly what we found in our own CRM at Autom…
Building an AI-Powered CRM System: A Practical Overview
Most CRM platforms do a good job of storing customer information, managing opportunities, and tracking interactions. But once teams start handling t…
Horilla CRM: A Free, Open Source, Self-Hosted CRM Built on Django
If you've ever tried to run a sales process, you know the failure mode: deals live in a spreadsheet, customer emails are scattered across five perso…
Интеграция с сервисом рассылок: RabbitMQ, вебхуки и CRON
В этой статье я делюсь практическим опытом проектирования интеграционного решения для CRM-системы. Статья будет полезна системным аналитикам и разра…
CRM Enrichment From an Agent-Owned Inbox
The best contact-enrichment vendor you'll ever use is the bottom three lines of the emails already sitting in your inbox. Roughly 82% of business em…
Import Email Signatures Into Your CRM With an Agent
Email signatures are the most valuable dataset your CRM is throwing away. Roughly 82% of business email carries a signature with at least a name and…
Find Medium Influencers and Top Writers by Tag (CRM-Ready Lists)
Find Medium Influencers and Top Writers by Tag (CRM-Ready Lists) Guessing handles from Google is slow. search/users , top_writers/{tag} , and recomm…
Telegram Mini App для ресторанов: бронирования, IIKO, CRM, Grafana и Telegram API в одной системе
Ресторанный холдинг с 10 ресторанами использовал первую версию Telegram Mini App как интерфейс, через который гости могли ознакомиться с заведениями…
I added a context resolver before an AI sales agent replies
Most AI sales agents fail before the model writes a single word. The failure is not always the prompt. It is usually the context. In a real chat-com…
Horilla CRM: A Free & Open-Source Django CRM for Modern Businesses in 2026
If you've spent any time searching for an open-source CRM , you've probably hit the same wall most teams hit: the popular options are either bloated…
Reporting Failure Patterns We Keep Seeing in Nonprofit Salesforce Orgs
If you have ever inherited a nonprofit Salesforce org with eighty reports, three dashboards, and zero confidence in any of them, you already know th…