Calmkeep

byCalmkeep

Calmkeep is a legal technology company that offers a software layer designed to support the consistency of AI-assisted legal workflows conducted using models such as Claude via the Anthropic API. It operates alongside the model to monitor and maintain adherence to previously established legal frameworks, jurisdictional assumptions, and strategic positions during extended sessions. The product is intended to reduce untracked deviations in reasoning that may occur over multi-turn interactions.

Features

  • Session-Level Continuity Monitoring: Tracks legal frameworks, jurisdictional selections, and strategic positions established earlier in a session. Identifies and flags deviations as they occur across extended AI interactions.
  • Structural Drift Detection: Detects changes in legal reasoning or assumptions that may not be explicitly acknowledged by the model. Focuses on maintaining consistency in areas such as governing law, legal theories, and cited authorities.
  • External Enforcement Layer: Operates independently of the underlying model without requiring fine-tuning or retraining. Integrates at the deployment level to provide real-time oversight during AI-assisted workflows.
  • Audit and Evaluation Framework: Provides structured evaluation of AI session outputs against predefined criteria. Includes documentation of deviations, scoring methodologies, and session transcripts for review.
  • Integration and Deployment Options: Available through a Python SDK, MCP connector, and Claude Code plugin. Supports use with existing Anthropic API access through a bring-your-own-key (BYOK) model.
  • Data Handling Approach: Designed to operate without server-side data retention. Processes session data in real time to support continuity monitoring.

Categories

AI & Legal Analytics

Product Details

Pricing
Custom
Deployment
Cloud
Location
🇺🇸 US, US

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