The Architecture Behind Reliable Agentic Workflows
Entropy Workbench turns complex business processes into structured workflows where Knowledge Bases preserve context, Playbooks orchestrate execution, Agents reason through tasks, Skills deliver specialized capabilities and Sessions generate traceable outputs.
SESSION
The workspace for agentic execution
A session brings together the Knowledge Base, Playbook, Agents and user interaction in one controlled workspace. Teams can ask questions, review evidence, request deeper analysis and generate structured outputs, while the Playbook keeps the workflow guided, traceable and consistent. It feels like a conversation, but runs like a controlled enterprise process.
Playbooks
The operating logic behind every workflow
Playbooks turn complex business processes into structured, repeatable workflows. They define the sequence of steps, the agents involved, the validation rules and the deliverables to generate. Configured by the AI Lab, enforced by the platform, reused by your team.
Agents
Specialized reasoning for every step
Agents perform specific tasks inside each workflow: analyzing evidence, applying criteria, comparing information, detecting gaps and generating structured outputs. Configured by the AI Lab and orchestrated through Playbooks, they turn complex processes into reliable, traceable execution.
Skills
The right capability at the right step
Skills are the specialized capabilities Agents use to complete each task inside a Playbook — from processing documents and validating evidence to detecting inconsistencies. Configured by the AI Lab around your use case, Skills make each workflow more precise, efficient and reusable.





Security and governance controls built into every layer
Everything in. Nothing left behind.
Workbench ingests documents, media, and data in the formats your organisation already uses — no conversion, no pre-formatting, no manual preparation required.
Word
Excel
PowerPoint
Images
Audio
URLs
Databases
Enrichment
Every ingested document is enriched with a structured metadata schema configured by the Entropy AI Lab — enabling precise retrieval, consistent classification, and auditable provenance across your entire document set.
Pricing
Transparent pricing. No subscriptions.
Entropy Workbench runs on a pay-per-use model — no monthly fee, no seat licences, no surprise invoices. You load credit, run operations, and see exactly what each one costs. Full visibility of consumption from day one.
See how it fits your work
The AI Lab will sketch how Entropy Workbench would handle a workflow you bring to the conversation
