An insurer just cancelled its $600K Salesforce contract
Not by switching to a cheaper CRM. Curative, a U.S. health insurer, built its own with AI and dropped a $600,000-per-year (about 4.06 million RMB) Salesforce subscription.
This came out on the "20VC with Harry Stebbings" podcast on July 21. The person behind it is Fred Turner, Curative's CEO and co-founder.
Who did it, and how
Turner says they used "vibecoding" — employees describe needs in plain language, AI writes and revises the code — to build, in two months, a CRM tailored to their own workflows, wired directly into internal data, provider management, and AI agents.
The key point: this isn't replacing Salesforce with another standardized tool. It's building a proprietary system around their own process. Traditional SaaS makes you reshape your workflow to fit its preset features; AI coding drops the cost of building software to natural-language level.
He expects to cut roughly 80% of SaaS spend this year, redirecting the money to model vendors like Anthropic and internal agent systems. A insurer's IT budget is shifting from "buy software" to "feed models."
The sharper move: the Gwen contract agent
One of the dirtiest backend jobs at an insurer is signing providers — finding clinics, reaching decision-makers, negotiating prices, revising contracts, e-signing. Each contract used to cost $1,500–$2,000 on average.
Curative built an AI agent called Gwen to take over, and the cost crashed to about $70 per contract.
In plain terms: a contract went from "enough for a nice dinner with friends" to "the price of a milk tea." A 95%–96.5% drop. A 45-person contract team doing 100 contracts a week is now largely eaten by the agent.
Before you get excited: the catches
Turner didn't disclose which models the CRM uses, how many developers were involved, or total build-and-maintenance cost. Seeing "save $600K a year" doesn't let you tally the full in-house bill — who maintains it long-term? When a vibecoded system breaks, who fixes it?
This is a real, working case — not a template everyone can copy. A small shop without Curative's technical base could fare far worse by blindly cancelling all SaaS.
Why this matters to you
If you run a small team spending tens of thousands a year on CRM, support, or accounting SaaS — AI coding is pushing the "build your own" threshold to the floor. What used to need a developer now starts with an employee describing it out loud.
But don't cancel everything at once. Count two things: hidden maintenance cost, and data security. AI builds tools fast, not maintenance-free.
On the other side, SaaS vendors should worry: standardized software that forces you to bend your process to its presets is being eaten, bite by bite, by AI tailored to your workflow. This isn't future-tense — it landed in July.