Notes from the studio.
- Legal
Can AI do first-pass due diligence on a data room?
Yes for the first pass: sorting documents, pulling key clauses and flagging risky terms with the source page. Lawyers verify each finding and write the report.
- Real estate
How should property managers route maintenance requests with AI?
AI reads each tenant message in Arabic or English, makes a work order with unit, issue and urgency, routes it, and drafts tenant updates a person approves.
- Sales
How do I prepare a renewal for an at-risk account with AI?
Use AI to build a renewal brief from the account's history: goals, value delivered, open issues, people and risks. The account manager owns the conversation.
- Sales
Can AI draft sales proposals from our discovery call notes?
Yes: AI can draft a proposal from discovery notes and your approved content, in the buyer's words. The rep edits it; a named person signs off commercial terms.
- Recruiting
Can AI write client submissions without making things up?
Yes, if AI drafts only from the CV, interview notes and reference notes, marks every gap, and a recruiter checks each claim before it reaches the client.
- Operations
How to speed up supplier onboarding without skipping checks
Let AI check each supplier pack for missing, expired or mismatched documents and draft the chase. A person approves the vendor record and verifies bank details.
- Finance
How do we clean vendor master data and stop fake bank changes?
AI checks new vendor forms, spots duplicate suppliers and flags bank detail changes, while a person verifies by phone and approves every master data edit.
- Finance
How do we clear the workpaper review queue in busy season?
Clear the workpaper review queue by sending reviewers complete files: AI checks tickmarks, references and missing support first, and a person still reviews.
- Marketing
How can agency account managers stop writing status updates?
Have AI draft each client's status update from your project tool, Slack and email, flag what is late or blocked, and let the account manager edit and send it.
- Operations
Can AI turn site photos and notes into daily progress reports?
AI can turn site photos, voice notes and WhatsApp updates into a daily report and a weekly progress summary; the site engineer checks it before it is sent.
- Data residency
Who is the data processor when AI runs on your cloud?
On Google cloud, the processor depends on the route: Anthropic on its managed route, Google on the Google managed one. Ask which before you approve.
- Sales
How do we hand closed deals to customer success without gaps?
AI drafts a handover brief from the deal's emails, call notes and CRM fields: why they bought, promises, open risks. The rep confirms it before it goes to CS.