YOUR AI WORKBENCH

Turn an idea into an operating plan.

Choose a process, challenge your assumptions and create a document your team can use. Free planning tools, annotated examples and reusable worksheets.

Put a decision to the test.

Explicit assumptions, visible methods and downloadable results. No email required.

Choose where to start

Describe the work and compare opportunities and vendors before committing resources.

Design the process

Define data, connections, permissions and rules before building.

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System integration map

Map CRM, ERP, email and AI connections: fields, triggers, permissions, failures and reconciliation. A practical worksheet for operations and IT.

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Human review plan

Define which AI actions need approval, who reviews them, what evidence is required and when work stops. An operational worksheet with examples.

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AI permission matrix

Specify access for people, AI agents and integrations: resources, operations, approvals, tests and revocation. A practical worksheet without credentials.

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Document extraction schema

Define fields, types, sources, checks and ambiguity handling for AI document extraction. Prepare outputs that business systems can actually use.

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Knowledge source register

Organise an AI assistant’s sources: ownership, versions, permissions, refresh and citation checks. A practical template for managed internal knowledge.

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CRM data rules

Define CRM identity, fields, duplicates and updates before automating. A worksheet covering authoritative sources, approvals and conflict handling.

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Business reporting brief

Define a report’s decision, metrics, sources, checks and distribution. A worksheet separating verified calculations from interpretations needing review.

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Evaluate quality and control

Prepare evidence and ownership to decide when the output is usable.

Operate over time

Organise rollout, maintenance, training and handover.

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Automation exception register

Track paused cases, failures and duplicates across automated workflows: impact, owner, recovery and prevention. A practical operational worksheet.

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AI rollout plan

Plan an AI rollout with an initial cohort, progression criteria, checks, stopping rules and recovery. An editable template for moving beyond a pilot.

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AI operations runbook

Define checks, alerts, ownership and recovery for AI and automation in production. A practical runbook for ongoing managed operation.

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Automation handover worksheet

Hand over an automation with owners, access, documentation, operating checks and support responsibilities. A checklist for ongoing operation.

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AI change log

Record changes to prompts, models, sources and integrations: rationale, tests, approval and recovery. Track which version produced each outcome.

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AI team training plan

Plan AI training around real work: roles, exercises, allowed data, output checks and support. Includes a practical assessment of readiness.

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ERP integration reconciliation

Compare source records with your ERP to find missing items, duplicates and differences. Includes keys, checks, uncertain outcomes and verified closure.

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The document is a starting point. The process has to work.

We help connect planning, implementation and ongoing operations.

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