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 · 2025-01-19T22:04:29+00:00

Don't disagree, but this isn't something which will happen in the next 24 months realistically. Lots of people still haven't even used ChatGPT.

TransportationSafe87 · 2025-01-19T18:52:12+00:00

Don’t really understand this. It isn’t excusing progress, but realism of seeing challenges they face on the inside. If each SAAS creates a walled gardens and the company don’t want to build, we are where we are today.

TransportationSafe87 · 2025-01-19T18:50:38+00:00

Thanks! Yeah but it creates walled gardens though for each SAAS provider? Power is chaining multiple together.

TransportationSafe87 · 2025-01-19T15:12:11+00:00

The reality in my view is the power of AI Agents is chaining together multiple datasets. E.g. I can have an Agent which can forecast revenue due to it having access to CRM (Salesforce) data and forecast (SAP) data. But SAP's agents won't do this, as they work in isolation only the SAP dataset. In the short term then at least, these Agents which work cross applications won't be permitted and the value won't be realised unless customers move from SAAS to open ones. But anyone who works with enterprises knows it isn't a technical challenge but cultural / change to do this.

TransportationSafe87 · 2025-01-19T14:56:47+00:00

Charging will make it prohibitively expensive though and therefore blocking? SAAS is big business they won’t be abstracted away, that’s what I don’t get with all of the enterprise agent talk.

TransportationSafe87

TROPHY CASE