Two Smartly.io veterans have $13M and a thirteen-person team to replace the Salesforce-plus-tools stack with background agents, and they are chasing Attio and Clay while both sit on far larger war chests.
Reality
- Evidence40
- Adoption12
- Hype gap+35
- Incentives70
- Confidence45
The San Francisco company now has $50m in total funding and a research preview, Simulations, that runs anomaly detection over replayed user traffic on each pull request. It works only if you already have traffic.
Reality
- Evidence33
- Adoption26
- Hype gap+31
- Incentives82
- Confidence56
Crunchbase counts $7.5 billion across 830 sales, marketing and CRM rounds so far in 2026. The six biggest disclosed deals hold about $2.3 billion of that, leaving roughly $6.3 million apiece for the other 824.
Reality
- Evidence58
- Adoption46
- Hype gap+18
- Incentives62
- Confidence56
Wellington Management led $115M into a business whose mark went from $3.1bn to a $5bn employee tender to $7.1bn in thirteen months. The customer count is the only operating figure disclosed alongside it.
Reality
- Evidence40
- Adoption52
- Hype gap+35
- Incentives75
- Confidence45
The memo bars AI from the body of project proposals and asks staff to label AI drafts, on the reasoning that ten minutes a writer saves on polish can cost a hundred spread across the people reading it.
Reality
- Evidence68
- Adoption34
- Hype gap+12
- Incentives66
- Confidence55
Polarsteps, Leapsome and Clay each published internal rules on AI-assisted writing this year, after their leaders found that repeating the expectation out loud did not change what colleagues were sending.
Reality
- Evidence62
- Adoption34
- Hype gap+18
- Incentives58
- Confidence61
OpenAI's case study runs Codex through onboarding at Basis, per-account sales subagents at Clay and integration PRs at Exa. All three keep a person at the last inspectable step, and every number comes from the vendor and its customers.
Reality
- Evidence35
- Adoption30
- Hype gap+22
- Incentives78
- Confidence45
OpenAI's agent product pays off in proportion to the access it is given. That makes the rollout an access-control project, and the person holding the keys is usually a team lead.
Reality
- Evidence44
- Adoption21
- Hype gap+42
- Incentives79
- Confidence48
Clay and Polarstep have both published rules for AI-written internal documents. The interesting part is the arithmetic Synthesia's cofounder used to justify his own memo.
Reality
- Evidence50
- Adoption36
- Hype gap+18
- Incentives60
- Confidence45
A prompt meant for 10 rows ran on 28,000. That is the buying question now: not price per seat, but what one mis-scoped action costs before anyone notices.
Publishers:blog.hubspot.com
Reality
- Evidence32
- Adoption30
- Hype gap+18
- Incentives68
- Confidence38