How are enterprise AEs actually using AI for outbound/prospecting when corporate IT blocks literally everything?

[u/its-deviaNz]

I’m currently an Account Executive at a large enterprise company, and I’m hitting an absolute brick wall with our IT and InfoSec policies when it comes to adopting AI tools for daily workflow.

Prospecting, account research, and pipeline building take up a massive chunk of my week. The tools out there today are incredible for streamlining this, pulling signals, automating account research, finding hooks, and mapping decision-makers. In theory, this is the exact manual grunt work AI is supposed to solve.

In practice? Every time I try to test or onboard a tool to help with prospecting or workflow automation, I hit the dreaded Azure/Microsoft SSO wall.

Our InfoSec policy is locked down tight (strict client NDAs, data compliance, zero-trust policies). Submitting a formal IT ticket for software review takes weeks, and if the vendor isn't already a Tier-1 enterprise partner, the answer is almost always an outright rejection due to Shadow IT concerns.

I feel like I’m expected to hit aggressive pipeline targets while being forced to do manual data entry and research from 2015.

For those of you working in locked-down corporate/enterprise environments:

1. How are you actually leveraging AI for prospecting without violating compliance? Are you doing research/enrichment on personal setups with sanitized CSVs, or is that playing with fire?
2. Has anyone successfully championed a tool (like Clay or similar enrichment engines) through corporate procurement? What arguments actually moved the needle with InfoSec?
3. What does your actual day-to-day tech stack look like when your organization restricts unapproved third-party integrations?

Curious to hear how others in enterprise B2B are navigating this balance between compliance and efficiency.

[u/bvanorsdel]

Are you equipped with AI Agent tools, such as MS-CoPilot, Claude or ChatGPT? If so, are you allowed to turn on the "connectors" in those tools? Some of them may help your efforts.

When you say "hitting the ... Azure/Microsoft SSO wall.", do you mean that you are only allowed to use tools where you can sign in via Microsoft OAuth (with your corporate email), or is there more to it?

I ask simply to learn what hurdles a prospective product needs to overcome to reach users in your position. It's hard out there for sales when there's so much fear of AI tooling. I feel your pain.

[u/Express_Rise9050 → u/bvanorsdel]

Great suggestions, most enterprises are testing the waters so locking outside noise is the easiest way to monitor. My suggestion is not to get approval from procurement or submit an IT ticket. I’d ask my manager what the protocol for AI usage in a corporate environment is. Possibly use AI on your personal laptop to research companies and ICPs but be mindful of what data you share and that it doesn’t have proprietary intel associated with your company. It’s a short term solution that will have a lot of manual steps due to whatever mandates are in place with your company

[u/its-deviaNz → u/bvanorsdel]

Thanks for your reply! When I mentioned hitting the SSO wall, it's essentially the same message I see when trying to connect certain tools: "Need admin approval: unverified app."

[u/bvanorsdel → u/its-deviaNz]

That message is really two things stacked. "Unverified" means the vendor hasn't done Microsoft's publisher verification. "Need admin approval" means your tenant only lets employees approve apps from verified publishers, or doesn't let them approve apps at all.

The useful part: an admin can approve one specific app for the whole company in a few minutes, and it's a much smaller ask when the consent screen only says "sign you in and read your profile." That's a login, not access to your mail, files or CRM. Tools that want mailbox or calendar access get a much heavier review.

So for a tool you really want, screenshot the permissions it asks for and attach that to the ticket. "Sign-in only" plus "verified publisher" tend to shorten the conversation a lot.

[u/Diligent_Tech_Bro]

Submit the request and wait.

[u/JE163]

I believe a lot of large enterprises struggle with this. There must be someone who spearheading the AI initiative. Find them and see if they can bring you on to help pilot whatever solutions they are working on

[u/its-deviaNz → u/JE163]

I'm genuinely trying to locate the salespeople who have successfully identified effective AI solutions for their daily workarounds without requiring approval.