Two AI Helpers coordinate the payment chase.
Two Mach Lilies AI Helpers support agent-payment documentation and follow-up through a shared Outlook workflow and custom dashboard.
inDinero
- Ongoing live pilot
- Live since
- Human controlled
Ongoing proof-of-concept deployment · client-reported results, not independently audited.
What inDinero reports.
- 47% less Human time spent Across the measured workflow
- 82% shorter End-to-end payment cycle Across the full payment loop
- 1,780 Reported global agent network Wider process supported by a 21-person team
Client-reported internal comparison during the ongoing deployment. The 1,780 figure describes the reported global agent network, not the number of completed payment cases. Results are not independently audited.
Where the Helpers work.
An agent query is checked for missing information, follow-up is coordinated, a person validates the case or routes the exception, and it continues through the wider payment process.
- Agent query
- Identify missing information
- Coordinate follow-up
- Validate or route an exception People decide
- Continue through the wider payment process
Financial validation, exceptions and payment decisions remain with people.
Read the result and how it was described.
Client-reported internal comparison of human time and end-to-end cycle length across the measured payment workflow during the ongoing deployment.
- Client-reported internal comparison during the ongoing deployment.
- The 1,780 figure describes the reported global agent network, not the number of completed payment cases.
- Results are not independently audited.
The pattern, validated.
These deployments validate the controlled inbox operating pattern behind Mach Lilies. They are not presented as MTD or Quiet Quarter performance results.
Compare it with the Monday-to-Friday demonstration (a simulation with sample data), read how Quiet Quarter is scoped for accountancy practices, or see both deployments side by side.
Bring us one chase loop.
We will tell you whether it is worth installing, what can move safely and what must stay human-led.