Carve
CarveAI is a model-layer platform that lets enterprises use any AI model while keeping their proprietary context, shared company knowledge, and governance controls in a portable layer rather than locked inside a single model. It routes requests to the optimal model, provides a unified bill across all providers, and maintains an append-only audit log with human approval for sensitive actions. The platform integrates with tools like Slack, GitHub, and Postgres to continuously learn from company workflows.
- Artificial Intelligence
- Enterprise Software
- Software Only
Funding
Founders
Product
Problem
Enterprises face rapid turnover in the AI model market, making it difficult to commit to any single provider without risking lock-in of proprietary context and losing flexibility as better models emerge. Additionally, unmanaged costs across multiple model providers and governance gaps create operational and compliance challenges.
Solution
CarveAI operates as a model layer that decouples a company's private context and shared knowledge from any specific AI model. It routes each request to the best-suited model from a configurable pool while keeping the company's memory, workflows, and private vault portable in the layer, enabling seamless model switching via a dropdown. The platform enforces governance by requiring human approval for any sensitive shared data and maintaining an append-only audit log of all actions. Integration with existing systems like Slack, email, docs, GitHub, and databases allows continuous learning from company activity, while a single unified bill consolidates usage across all model providers.
Target Audience
Primary customers are enterprises and technical teams that use multiple AI models in production and need to maintain context portability, cost control, and auditable governance across their AI operations.
Features
- Portable shared and private vault that stores company context and knowledge independent of any model provider
- Smart routing engine that selects the optimal model (Claude, GPT, Llama, or custom-tuned open-source) for each request
- Human-in-the-loop approval workflow for sharing sensitive data, with an append-only audit record of every action
- Unified billing across all model providers to eliminate per-provider invoices and enable centralized cost tracking
- Integrations with enterprise tools including Slack, email, Google, GitHub, Notion, Postgres, and Microsoft products
- Self-hosted deployment on AWS and Kubernetes with built-in protection features for data privacy and assistant governance