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What is Flow-Like?

Flow-Like is an open-source workflow automation engine that is operated locally, focusing on strong typing to enable users to create and execute automation and AI workflows in self-hosted or offline settings. By merging visual, graph-based workflows with deterministic execution, it alleviates the challenges tied to system maintenance and validation. Unlike many other automation tools that rely on untyped JSON, cloud-only infrastructures, or opaque runtime processes, Flow-Like emphasizes a clear and inspectable flow of data and execution. This adaptability allows workflows to run effortlessly on local devices, private servers, in containers, or on Kubernetes without any changes to their functionality. The core runtime, developed in Rust, is designed for safety, efficiency, and portability, ensuring it meets elevated standards. Additionally, Flow-Like supports event-driven automation, data processing tasks, document ingestion, and AI pipelines, featuring typed agents and retrieval-augmented generation (RAG) workflows that can utilize both local and cloud models. As a result, it is specifically tailored for developers and organizations that desire reliable automation while retaining complete oversight of their data and the infrastructure, which in turn cultivates a culture of transparency and trustworthiness. Furthermore, the platform's open-source nature allows for continuous improvement and customization to suit various user needs.

What is Customermates?

Customermates is a user-friendly and modern AI CRM specifically designed for small businesses that wish to simplify their software experience. It can be set up in just two minutes, requires no previous training, and offers an intuitive experience right from the first interaction. All essential customer data, notes, and communications are housed in one well-organized platform, complemented by a sleek interface that minimizes distractions and streamlines everyday operations. For teams looking for advanced features, Customermates seamlessly connects with n8n, providing full automation and easy integration with current tools and workflows. Originating from Germany and fully aligned with GDPR standards, Customermates serves as a reliable alternative to larger enterprise AI CRMs, equipping small teams to stay organized, enhance their workflows, and build stronger relationships with customers without the stress of high overheads. Furthermore, its straightforward design and operational efficiency enable small businesses to concentrate on what is truly essential: cultivating their client relationships effectively. This focus on user-friendliness and functionality makes Customermates an ideal choice for those aiming to grow their customer base.

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Media

Integrations Supported

Integrations Supported

n8n

API Availability

API Availability

Has API

Pricing Information

$9.99/month
Free Version

Pricing Information

14€ / User
Free Trial Offered?

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
On-Site Training

Training Options

Documentation Hub
Online Training

Company Facts

Organization Name

TM9657 GmbH

Company Website

great-co.de

Company Facts

Organization Name

Customermates

Date Founded

2026

Company Location

Germany

Company Website

customermates.com

Categories and Features

AI Automation

Not specified

Workflow Management

Not specified

Categories and Features

AI CRM

Not specified

CRM

Calendar/Reminder System
Call Logging
Lead Scoring
Mobile Access
Segmentation
Task Management
Territory Management

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