Dedoctive is a neuro-symbolic AI platform designed to support organizations in making defensible decisions by ensuring that every AI-driven output is grounded in trusted evidence. The platform addresses the challenge of trust in AI by providing full source-level provenance, enabling transparent reasoning, and governing workflows with human-in-the-loop guardrails. It is particularly suited for contexts where evidence quality, traceability, and defensibility are essential, such as document-heavy decision processes.
A key capability of Dedoctive is its ability to wrap any Large Language Model to deliver reliable outputs with detailed traceability to original sources. UK Data Quality Dimensions, including correctness, completeness, consistency, currency, conciseness, and checkability. Each component of an answer includes granular provenance hyperlinks that can trace sources down to individual table cells or background text in images. Dedoctive also leverages specialist multi-step workflows created by human experts, embedding AI reasoning within transparent, compliant processes designed visually in BPMN. Interactive visuals allow users to analyze arguments, explore context, and discover deep connections between information items, making hidden knowledge accessible.
The tool is designed to prevent hallucinations, providing only knowledge that is most relevant to the user's question, and explicitly stating when no answer is available. Dedoctive is available for enterprise deployments, micro-pilots, and partner-led projects. A free micro-pilot is offered for organizations wishing to evaluate the platform on a specific decision process. Additionally, there is a Dedoctive Developer Edition, a free integrated development environment for building, debugging, and deploying open-standard, transparent AI workflows that combine agentic and deterministic processing.
Dedoctive emphasizes data security, employing best practice security protocols and holding Cyber Essentials certification. It can be deployed on-premises or in private cloud environments, and offers automated redaction mechanisms to prevent data from being transmitted to cloud services when required. The platform is positioned as an auditable AI solution for organizations needing transparent, reliable, and evidence-grounded decision-making.
DEDOCTIVE is a LLM eval & observability product. It provides organizations with transparent, auditable AI workflows that ground decisions in trusted evidence and source-level provenance. It is built as a B2B product for enterprises and regulated organizations. The product ships for the web.
DEDOCTIVE first shipped in 2024. Key capabilities include auditable workflows, source provenance, and human-in-the-loop.
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