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Troops

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About Troops 27s read
1 min read

Troops is an AI revenue signals platform that integrates Salesforce CRM with Slack and Microsoft Teams to deliver real-time deal alerts, pipeline updates, and AI data directly in the collaboration tools that sales teams already use. It automatically notifies reps and managers when important deal events occur such as stage changes, stalled opportunities, or at-risk renewals, ensuring critical revenue signals are never missed. Troops bridges the gap between CRM data and daily team communication to create a more responsive sales culture.

Best for: Salesforce-using sales teams on Slack or Microsoft Teams who want real-time deal alerts and CRM updates in their collaboration workspace.
Screenshot
Key Features
  • Real-time Salesforce alerts in Slack and Teams
  • AI-powered pipeline update summaries
  • Deal risk and renewal renewal alerts
  • CRM updates directly from Slack messages
  • Custom alert workflows and trigger rules
Pros & Cons
What we like
Brings CRM insights into the communication tools teams already use daily
Real-time alerts ensure deal risks are caught early
Enables CRM updates without leaving Slack, improving adoption
What to consider
Primarily Salesforce-dependent, limiting value for non-Salesforce teams
Requires careful alert configuration to avoid notification overload
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AI Glossary

The simulation of human intelligence in machines programmed to think, learn, and problem-solve. AI encompasses machine learning, natural language processing, computer vision, and more.

A deep learning model trained on vast text datasets to understand and generate human-like language. Examples include GPT-4, Claude, and Gemini.

AI systems that create new content - text, images, audio, video, or code - based on patterns learned during training rather than retrieving existing data.

The practice of designing and refining input text (prompts) to guide an AI model toward producing more accurate, relevant, or creative outputs.

A computing architecture inspired by the human brain, consisting of interconnected layers of nodes that learn to recognise patterns in data.

A branch of AI where algorithms improve automatically through experience and exposure to data, without being explicitly programmed for each task.

AI technology that enables computers to understand, interpret, and generate human language - the foundation of chatbots, translation tools, and voice assistants.

The process of further training a pre-trained AI model on a specific, smaller dataset to specialise it for a particular task or domain.

When an AI model generates plausible-sounding but factually incorrect or entirely fabricated information, often presenting it with false confidence.

The units of text (roughly 4 characters or ¾ of a word in English) that LLMs process. Model costs and context limits are measured in tokens.

The maximum amount of text (measured in tokens) an LLM can process in a single interaction - both input and output combined.

A technique that enhances LLM outputs by fetching relevant external documents at query time, grounding responses in up-to-date or proprietary data.

Numerical vector representations of text, images, or other data that capture semantic meaning, enabling AI to measure similarity and retrieve relevant content.

The process of running a trained AI model to produce predictions or outputs from new input data - distinct from the training phase.

An AI system that autonomously plans and executes multi-step tasks by combining reasoning, tool use (web search, code execution, APIs), and memory.

AI models that can process and generate multiple types of data - such as text, images, audio, and video - within a single unified system.

A large-scale AI model trained on broad data that serves as a base for many downstream applications via fine-tuning or prompting.

A pricing model where core features are available for free, with premium features, higher usage limits, or advanced capabilities offered via paid plans.

A set of protocols that allows developers to integrate an AI tool's capabilities directly into their own applications and workflows.

Zero-shot means the model handles a task without any examples; few-shot means it is given a small number of examples in the prompt to guide its response.
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Verified 18 minutes ago
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Added Jun 02, 2026
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Pricing Notes

AI tool pricing changes frequently. The pricing shown was accurate at our last editorial review. We recommend checking the tool's website directly for current plans.

Last reviewed: Oct 26, 2026
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