I help organizations make AI useful in real work.
8. Renewal
This agreement renews automatically for a further period of 90 days unless either party gives notice.
12. Liability
Supplier liability is uncapped under this agreement.
Three ways to work together
Best for teams that want AI in their daily work, no coding background needed.
Hands-on and built around a task your team already owns. From a focused workshop to sustained building, onsite, online or hybrid.
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Best for leaders who see an opportunity but aren't sure where AI fits.
Examine the current workflow and test the riskiest assumption. Then decide: build, change the process, investigate further or stop.
Best for teams that know the workflow and need it working.
Connect approved information, automate the repeated steps, add human review and prepare your team to run it.
Illustrative AI workflows
Built on your chart of accounts and materiality thresholds.
Example: cash, revenue and accruals tie to their evidence. Expenses are 310 above the receipts, so the difference waits for a reviewer, who resolves it before the August close pack is approved.
Built on your approved sources and your definition of material.
Example: figures from the ledger, CRM, operations log and July pack are compared. Two movements are marked as material and explained with their sources, and the report owner checks the story before the August pack is ready.
Built on your policies, records and routing rules. Only types you agree are safe send on their own.
Example: requests arrive all day. The delivery-date and billing-address requests get drafted replies that wait for approval, an invoice copy of an agreed safe type sends on its own, and a contract exception goes straight to a person. Approved replies go out with their records attached.
Built on your playbook. Encoding it is the work.
Example: your playbook is laid over a supplier agreement. Payment terms and governing law match. Renewal and liability deviate and get redlines, and exclusivity is not covered, so it is escalated. Counsel decides each flag before the redlined draft is ready.
The approach
| Work Your AgentDesigned around your workflow. | A typical engagementDesigned around a chosen tool. | |
|---|---|---|
| Who you work with | Your designated AI expert, from discovery to delivery | Often split across advisory and delivery roles |
| First step | Clear path definition before anything is built | Setting up the chosen platform |
| How much AI | As much as the work needs
| As much as the platform supports |
| Your team | Learns hands-on from an expert AI educator | Receives the configured result |
| What lasts | AI know-how transferable to new tools and models | Know-how tied to one product |
Start with the work, not the tool. Leave your team able to run it. Learn the method and then adapt it to today's tools and the ones that will come next.
The person behind the work
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