Case Studies
How AI agents can solve recognizable operational problems for businesses with roughly $5 million to $100 million in annual revenue: the problem, what we would build, where people stay in control, and the potential return.
These are illustrative use cases, not client results. Each describes a typical business and uses modeled figures, with the assumptions shown. Your figures come from the measured baseline in our readiness diagnostic. Client case studies will be added here as implementations complete.
AI Customer Service Agent That Resolves Problems and Generates Revenue
Customer Service & Revenue
Resolves routine requests, books work and follows up leads, with staff handling exceptions.
$117,000 potential annual value (modeled)
AI Finance Agent for Invoice Processing and Accounts Payable
Finance & Accounts Payable
Reads invoices, matches purchase orders and prepares entries for approval.
$91,200 potential annual value (modeled)
AI Sales Agent From Prospect Research to Proposal
Sales & Proposals
Prepares research, briefs, proposals and follow-ups for salespeople to send.
$207,480 potential annual value (modeled)
Ask Your Company Anything: An AI Knowledge Agent
Company Knowledge
Sourced answers from your documents and systems, within user permissions.
$198,720 potential annual value (modeled)
AI Operations Control Tower
Operations & Supply Chain
Detects shipment and supply problems and prepares costed options.
$58,800 potential annual value (modeled)
AI Contract Review and Compliance Agent
Contract & Compliance
First-pass contract review against your playbook, with professionals deciding.
$48,000 potential annual value (modeled)
AI Procurement Agent for Suppliers and Cost Control
Procurement
Compares quotations and suppliers and prepares purchase recommendations.
$201,000 potential annual value (modeled)
AI Employee Onboarding Agent
Employee Onboarding & HR
Coordinates HR, IT, payroll and training tasks for every new starter.
$16,800 potential annual value (modeled)
AI Management Agent That Turns Data Into Decisions
Executive Reporting & BI
Builds the management pack and explains what changed and why.
$28,608 potential annual value (modeled)
AI Marketing Agent That Improves Campaigns
Marketing Intelligence
Monitors campaigns, finds causes and proposes changes for approval.
$38,640 potential annual value (modeled)
Have a Process Like This in Your Business?
Tell us how it works today. We can help identify what can be automated, what should remain under human control and where the financial return may be greatest.