Three verticals where the system-of-record vendor is fixed and the customer is not going to rip it out. The opportunity is the operations layer between the record and everything else.
Most platforms hide capability behind a sales call and a credit card. We open every agent and every workflow on the free plan because that is the only honest test of whether it works.
The honest list. Strategic decisions, customer judgment calls, compensation decisions. The agents do the operational work, the humans do the judgment work.
Companies retrofitting AI onto an existing back office tend to ship slowly. Companies designing the back office assuming agents are part of the team from day one ship faster.
The same Vonage and Vapi infrastructure that runs vendor sourcing runs candidate screens, customer save calls, and inbound-lead qualification.
A coordinated set of specialized agents that run operational workflows across every department of the business, with the human in the loop for judgment.
The hire ships in twelve days and nobody notices. The leaver leaves accounts active across fourteen systems and somebody compromises one six months later.
Most controllers close the books in eight to ten days. The top quartile is at four point eight. The gap is manual reconciliation, and the agent closes it overnight.
Procurement is the famous case. The same gap between enterprise tooling and the rest broke HR offboarding, IT access reviews, month-end close, and customer success.
I signed a vendor contract three years ago without comparing. That decision cost fourteen thousand dollars. The same gap broke onboarding, offboarding, and the close.
The same voice infrastructure that calls vendors for procurement quotes calls candidates for HR screens, customers for save calls, and prospects for sales follow-up.
Vendor auto-renewal traps are the famous version. The same pattern shows up in employment compensation language and in embedded benefit policy rate increases.
Upload any contract — vendor agreement, employment offer, lease, insurance policy, NDA, MSA, BAA. Plain-language risk summary in seconds.
Autonomous AI agents for every role, every team, every industry. Same surface for the solo operator, the scaling team, and the global enterprise.