OneReach.ai argues that building an individual AI agent is now the easy part and connecting thousands of them is the real problem, positioning itself as the infrastructure layer for building, running and governing agents at organisational scale.
Governance in the product name is doing real work. Once agents number in the hundreds, questions of who deployed what, which systems each may touch and how behaviour is audited become the binding constraint, and those are operational problems rather than model problems.
The customer evidence is unusually concrete, citing a 41-point NPS improvement at Lebara and a 45% cut in human agent transfers at a global publisher. Those are vendor-supplied figures and should be read as such, but they are at least specific. This is enterprise infrastructure with pricing to match.
