Dedoctive

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About Dedoctive

Dedoctive focuses on auditable AI for defensible decisions. It combines agentic reasoning steps, deterministic rules, and human-in-the-loop guardrails to design how AI contributes to each decision. The system draws only on verified sources and will say when evidence is missing, which sharply reduces hallucinations. Multi-step reasoning paths and supporting documents can be inspected, helping reviewers understand how a conclusion was reached. Dedoctive is best suited for evidence-heavy, regulated work; smaller teams running informal experiments may find it more structured than they need. It has been adopted by public sector bodies, financial and legal services, healthcare and life sciences, engineering and critical industries, and large enterprises and consultancies. The tool provides a free Developer Edition that lets technical users build, debug, and deploy open-standard workflows that can wrap different language models behind the same governance model. Dedoctive is unusual in how strongly it prioritizes evidence and traceability over raw generative flair. Its curated knowledge models, strict provenance, and refusal to answer without adequate evidence create a system that behaves more like a cautious expert panel than a free-form chatbot.

Key features

Auditable AI
Transparent workflows
Curated knowledge models
Granular source provenance
Developer Edition IDE
Human-in-the-loop guardrails
Audit trails and evidence traceability

Use cases

Supporting policy, procurement, compliance, and regulatory decisions in public sector bodies
Assisting risk, compliance, and legal teams in financial and legal services
Aiding evidence reviews, clinical policy interpretation, and research assessments in healthcare and life sciences

Pros

Grounds outputs in verified, trusted evidence with full source-level provenance
Provides transparent, auditable reasoning paths and multi-step workflows for defensible decisions
Supports hybrid workflows combining agentic AI with deterministic rules and human-in-the-loop guardrails
Offers granular provenance tracking, including hyperlinks to specific data points within documents or images
Designed for compliance with open standards and avoids proprietary software dependencies

Cons

May be overly structured for smaller teams or informal experimental use cases
Requires human expert involvement to curate knowledge models and design workflows
Does not generate answers when adequate evidence is unavailable, which may limit flexibility in some scenarios
Enterprise deployments and micro-pilots require direct contact with the provider for setup

Dedoctive videos

Frequently asked questions about Dedoctive

What does Dedoctive do?

Dedoctive builds auditable AI workflows that ground outputs in verified evidence, provide full source-level provenance, and govern decisions with human-in-the-loop guardrails. It combines agentic reasoning, deterministic rules, and structured processes to ensure transparent, defensible outputs.

Who is Dedoctive best suited for?

Dedoctive is designed for evidence-heavy, regulated industries such as public sector bodies, financial and legal services, healthcare, engineering, and large enterprises. Smaller teams or informal projects may find its structured approach overly rigorous.

How does Dedoctive handle hallucinations?

Dedoctive refuses to answer when adequate evidence is missing, ensuring outputs are drawn only from verified sources. This eliminates hallucinations by design, as the system will explicitly state when it cannot provide a reliable answer.

What is the Developer Edition, and how can I access it?

The Developer Edition is a free IDE for building, debugging, and deploying open-standard AI workflows. It allows technical users to wrap different language models behind the same governance model. Download it from the official website to get started.

Does Dedoctive integrate with other tools or models?

Dedoctive can wrap any Large Language Model and is designed to avoid dependencies on proprietary software. It operates using open standards and can be integrated into existing workflows with human oversight and compliance guardrails.

How can I get started with Dedoctive?

Organizations can request a free micro-pilot by contacting hello@collaboration-tools.com. Dedoctive is also available for enterprise deployments, partner-led projects, or on-premises solutions with automated redaction for data security.