Documents Become Data. Data Becomes Agents.

Meibel is an AI agent and document intelligence platform. Documents become structured, scored, traceable data. Agents act on it.

Why you need Meibel

Most AI Stacks Give You Fragments. Meibel Gives You Answers

Every team building on LLMs hits the same wall: retrieval that degrades, agents that behave differently between runs, and outputs no one can verify. Your stack is not broken. It's incomplete.

Your retrieval is probabilistic

Results change across loads, data updates, and versions. No one knows why, and no one can reproduce the failure.

Your agents are unpredictable

Execution paths vary between runs. Tool calls fail silently. You only find out when the final answer is wrong.

You can't measure trust

The model sounds confident whether it's right or wrong. Evals look fine. Production doesn't match.

The Solution

One Orchestration Engine. No glue code

Meibel replaces the brittle stack of DIY RAG, custom preprocessing, MCP gateways, and observability tools. Point it at your data. Build. Ship.

01Ingest & Understand Connect any data source, Cloud or API. Meibel automatically classifies, segments, and structures every element: charts, tables, images, text, and cross-document references.
02Build Agents Compose agentic workflows with your data as tools. Attach external capabilities. Your data, external APIs, and LLMs work together in a single, inspectable execution environment.
03Score & Verify Every output is evaluated across 14 confidence dimensions. See exactly which sources drove the answer and how relevant each was.
04Embed or Deploy Integrate via API or SDK into your existing application. Use webhooks to trigger downstream workflows. Or publish a hosted UI for non-technical users.

Proof

Case Studies

Manufacturing

Build Your First AI Agent Free

Upload a real document, the messy kind. Get back structured data. Then build an agent on it and run the same thing at whatever volume you have.

PALETTE