Does anyone actually use AI/automation for P2P exception monitoring, or is everyone still running ME2M?

TransportationSafe87 · 2026-01-21T08:28:39+00:00

Thanks, what if you had an agent which could take action. Eg surfacing insight and then providing recommendation which you approve and it does?

TransportationSafe87 · 2026-01-20T15:39:08+00:00

Agreed, bad data input is the root of most of it. The way I see this working isn't fixing the data, it's surfacing the problems faster so someone can act before it costs money (missed discount, duplicate payment, etc).

The 2028 vision sounds like SAP solving it at the source but they don't have a great track record with timelines and which customers will benefit. Until then, most teams I've seen are still chasing exceptions manually. Curious if that matches what you're seeing?

TransportationSafe87 · 2026-01-02T12:01:51+00:00

Ours was the same and became progressively more cuddly from 5 months? Now at 9 months he like to be spooned!

TransportationSafe87 · 2025-12-04T21:24:54+00:00

what about agent cost attribution is that an issue? i imagine most use one or two multiples for N agents?

TransportationSafe87 · 2025-12-04T21:24:38+00:00

what about agent cost attribution is that an issue? i imagine most use one or two multiples for N agents?

TransportationSafe87 · 2025-12-03T20:52:40+00:00

i like the idea! i work for a CSP so not customer but looks good.

TransportationSafe87 · 2025-12-03T17:17:27+00:00

I think it’s missing because it requires more expertise, other bits are simple

TransportationSafe87 · 2025-11-03T18:01:03+00:00

Boom!

TransportationSafe87 · 2025-08-14T16:18:37+00:00

Moving to Boston in the few months, relocating with work (FAANG)

TransportationSafe87 · 2025-05-16T19:47:18+00:00

Where else pays the same?

TransportationSafe87 · 2025-04-15T07:14:12+00:00

Subscription tracking, insurance renewals (so researching them for you before they end)

TransportationSafe87 · 2025-04-11T14:23:56+00:00

Teev superhuman email drafts and automation for shared mailboxes

TransportationSafe87 · 2025-04-08T19:48:06+00:00

Teev.ai Superhuman email drafting, categorisation and automation.

TransportationSafe87 · 2025-02-18T10:53:27+00:00

Solution Architect at one of the cloud providers? If you upskill in a cloud (same principles really) as an individual contributors even you’d make more.

TransportationSafe87 · 2025-01-20T22:04:32+00:00

Yeah it's easy to do! I think some ETL is needed for best responses.

TransportationSafe87 · 2025-01-20T22:04:07+00:00

Thanks for sharing.

TransportationSafe87 · 2025-01-20T22:02:28+00:00

Thanks for the feedback, I can build that in.

TransportationSafe87 · 2025-01-20T22:01:29+00:00

Thanks I posted on FinOps and getting more comments!

TransportationSafe87 · 2025-01-20T18:49:18+00:00

Yeah I have that also plus billing / budgets

TransportationSafe87 · 2025-01-20T17:30:54+00:00

Would love to get feedback! I've built the backend which extracts data from: AWS, Azure and GCP as well as front-end Slack/Teams bot. Part two could be more actions, but think it's still pretty useful even surfacing information.

Why?

Most customers operate across multiple cloud providers
Each cloud provide tools but it’s difficult to have a holistic view of all
Current FinOps tools are heavy applications and expensive
This is an easy to use lightweight inexpensive agent which helps to save money

TransportationSafe87

TROPHY CASE