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What is LLM Capsule?

LLM Capsule enables organizations to harness the power of AI and large language models—like ChatGPT, Claude, and Gemini—while ensuring that sensitive corporate data remains protected from unauthorized access. Unlike traditional methods of data masking or redaction that often strip away essential context and limit the effectiveness of AI, LLM Capsule enhances and encapsulates data to preserve its inherent structure, relationships, and business relevance for accurate AI analysis. This innovative solution not only secures personally identifiable information (PII) but also shields crucial business contexts—such as contracts, project identifiers, clinical terminologies, and source code—through adaptable policies that cater to specific needs. The Capsule technology ensures that only secure, contextually rich information is shared with both internal and external AI systems, while the original data is seamlessly restored upon access. Organizations can confidently comply with stringent regulations, including N2SF and ISO/IEC 27001, all while benefiting from complete audit capabilities and adaptable deployment choices, whether in a cloud environment or on-site. By leveraging LLM Capsule, teams are not just protected; they are equipped to foster innovation through AI, maintaining the essential context that informs effective decision-making processes, ultimately leading to enhanced organizational growth.

What is Atono?

Atono is a product knowledge platform built for AI-native teams that want their AI tools to understand the product instead of guessing from incomplete context. The platform helps teams avoid the constant correction loop that happens when AI-generated specs, stories, and code are fast but not quite right. Atono gives both people and AI tools access to shared product knowledge through a Glossary, Living Stories, and AI Context. The Glossary captures a product’s vocabulary, terminology, personas, and relationships from team documentation so AI-generated work reflects how the product actually works. Living Stories keep decisions, feedback, implementation notes, usage analytics, and feature flags attached to the story instead of losing context in Slack, meetings, or disconnected tools. AI Context captures design decisions, technical investigations, and implementation changes directly on stories through Atono’s MCP server. This allows tools such as Cursor, Claude, Copilot, and other AI assistants to read the context before drafting specs or writing code. Atono supports a connected workflow from idea and roadmap through stories, bugs, flags, engagement, and search. Product teams can use it to create better first drafts, preserve scoping rationale, manage epics, find past decisions, and keep AI consistent across features. Engineering teams can use it to keep coding agents aligned, control releases and rollbacks from stories, review diagnostic context, and understand delivery trends through cycle time reports and visual timelines. By combining product glossary, living stories, AI context, MCP integrations, feature flags, engagement data, roadmap workflows, and cross-functional collaboration, Atono helps teams build software with the right context from plan to production.

Media

No images available

Media

Integrations Supported

Integrations Supported

Claude Code
Cursor
Google Chrome
Model Context Protocol (MCP)
Slack

API Availability

API Availability

Pricing Information

Pricing not provided
Free Trial Offered?

Pricing Information

$19/user/month
Free Version

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training

Company Facts

Organization Name

CUBIG LTD

Date Founded

2021

Company Location

United Kingdom

Company Website

cubig.ai

Company Facts

Organization Name

Atono

Date Founded

2024

Company Location

United States

Company Website

atono.io

Categories and Features

Data Masking

Not specified

Categories and Features

AI Development

Not specified

AI Tools

Not specified

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