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LLM Logic Repair

LLM Logic Repair

Chat with your model, label each message, then repair incorrect steps in reasoning. Turn dialogues into datasets for training and evaluation.

LLM Logic Repair

Trusted by

Johnson & JohnsonBRTAWSJohnson & JohnsonBRTAWS

Connect your LLM in minutes

Hook up an off-the-shelf model or your self-hosted one. Stream conversations for labeling, QA, and evals.

LLM connection

Custom ontology, editable anytime

Create rubrics for single turns or whole dialogues. Update as needs evolve and keep work in sync.

Ontology editing

Fix your LLM's reasoning steps

Identify incorrect reasoning, rewrite specific steps, and create gold traces your teams can trust.

Fix reasoning

Export in your format

Use plugins to deliver labels and rewritten traces in exactly the structure your training pipeline expects.

Export format

Project management tools to give you total control

Design your flow, end-to-end

Build and adjust your entire data project workflow without code, end-to-end, even while it's running.

Full on-premise support

Deploy in your own environment for full control of data and workflows, from ingestion to export.

Real-time issue tracking

Leave comments on any region, frame, or message and collaborate with QA until resolved.

Extend with plugins

Add formats, integrations, or an ML model with a Python-based Ango plugin. Build the features you need, fast.

AI-assisted labeling

Human-guided suggestions accelerate work while keeping quality and oversight high.

Automated work validation

Run custom validation code when work is submitted. Enforce rules and stop bad data from moving forward.

Built for developers, on a secure base.

Create projects, add assets, query stats, and export annotations, all from code. Clean REST endpoints and a Python SDK that stays out of your way. All HIPAA, SOC II, and GDPR compliant.

Deploy it air-gapped on premise

Deploy Ango Hub on your own infrastructure, and run it completely air-gapped. Or run it on your own AWS, GCP, or Azure remote servers.

Real-time webhooks

Receive events the moment they happen, such as asset created, label updated, or review passed. Then wire them into your training loop for rapid, active learning.

Data fully encrypted

On all deployment versions of Ango Hub, your data is always encrypted, in rest and in transit, using the latest industry standards.