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Resources
Model the case before the build.
Use conservative ROI tools, delivery playbooks, and operational guides to pressure-test whether an automation initiative is worth scoping before budget or engineering time is committed.
Built for teams working across systems like
Efficiency Engine
Model the operating case before you commit to the build.
Use the calculator to estimate the impact of automation and AI in the workflow. Then use that output to shape the first consultation or workshop.
Scenario inputs
Adjust the assumptions to match your current baseline. This model is directional and should be used as a planning tool, not a final budget. The model uses operational cost savings, adoption ramp, and implementation cost rather than assuming automatic revenue lift.
Scenario summary
Once you run the model, this panel will show a directional ROI summary, likely operational gains, and the assumptions we would refine in a live engagement.
ROI
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Net benefit
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Payback
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Knowledge Hub
Playbooks for practical delivery
Use these guides to frame scope, controls, adoption, and the operating metrics that matter before the first workflow is automated.
Automation
9 min read
Automation Delivery Checklist
A seven-step playbook we use to move automation from discovery to production with guardrails and adoption baked in.
What's inside
- Identify the exact workflow boundary: invoice received to approved accounting entry.
- Capture baseline volume, average handling time, rework rate, approval delays, and exception categories.
- Map every system involved: inbox, document storage, ERP, purchase order data, approval tool, dashboard, and audit archive.
Support Copilots
8 min read
Support Copilot Launch Blueprint
How we scope, train, and launch support copilots that keep humans in control while scaling deflection and insight.
What's inside
- Identify the top 20 support intents by volume and effort.
- Separate safe automation from agent-assist use cases.
- Audit knowledge sources for accuracy, ownership, and access rules.
Finance Automation
7 min read
Finance Automation Guardrails
The controls, evidence packs, and governance cadence finance leaders expect on every automation programme.
What's inside
- Map the workflow to the control library: SOX, IFRS, internal policy, or board-level approval rules.
- Define who can prepare, review, approve, and post each transaction.
- Encode approval thresholds by amount, vendor, department, and risk category.
LLM Governance
11 min read
Deploying LLMs with Confidence
Reference architecture, evaluation loops, and telemetry we rely on to put LLMs in production without surprises.
What's inside
- Identity layer: users authenticate through the company identity provider.
- Retrieval layer: approved documents are indexed with metadata, ownership, and access controls.
- Orchestration layer: prompts, tools, structured outputs, and escalation logic are managed centrally.
Computer Vision
9 min read
Computer Vision Delivery Playbook
Lessons learned from delivering inline quality, safety, and asset inspection programmes across plants and field ops.
What's inside
- Map the physical process from material arrival to inspection decision.
- Document camera placement, lighting, vibration, dust, glare, and line speed.
- Capture defect categories and how operators currently identify them.
AI & Automation News
AI, software automation, and integration news for business teams.
A curated briefing of practical AI updates, automation patterns, integration ideas, and business examples.
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Monthly notes on automation economics, governance templates, and the delivery patterns that keep AI work grounded in measurable operations.