A month ago, 30% of Ambassador's code was being written with Claude Code. Today that number is 95%.
That is not a marketing stat. It is not a projection. It is what happened over the last 30 days inside our engineering team. And the implications for our customers, our product, and our industry are worth talking about openly.
Here is what changed, why it matters, and what it means for the brands that depend on us.
What 95% actually means
It does not mean we fired our engineers. It means we changed what they do.
Our engineering team used to spend most of their time writing code. Now they spend most of their time on architecture, customer outcomes, and quality. Claude Code handles the implementation. The humans decide what gets built, how it fits together, and whether it is good enough to ship.
The result is not incremental. Features that used to take a quarter are releasing weekly. Agents that would have been a 2027 roadmap item are shipping this month. We went from talking about a weekly release cadence to actually doing it.
What this looks like in practice
This week alone, we are releasing Role-Based Access Control and a completely rebuilt logging system. We started construction on a three-phase navigation redesign. We have four new AI agents in active development, including the Campaign Intelligence Agent, which reads your campaign data, finds the patterns you are missing, and recommends the next move.
That is one week. Not one quarter.
Two of those agents are already live in customer accounts. Hiro Performance Agent answers strategic questions inside monthly reports. Hiro Widget Agent lets you edit widgets in plain English. Both shipped in the last few weeks. Both would have been six-month projects a year ago.
Why this matters for our customers
The platforms in your stack are about to have a very hard time keeping up.
Most enterprise software companies are still figuring out how to use AI internally. They are running pilots. They are forming committees. They are writing blog posts about their AI strategy. We skipped that part. We went from 30% to 95% in 30 days because we did not treat AI adoption as a project. We treated it as the way we build now.
That has a direct impact on you. Every week your platform gets better. Every month a new agent ships into your existing plan at no additional cost. Every quarter the gap between Ambassador and the single-purpose vendors in your stack gets wider.
Medallia's debt is being restructured. Qualtrics is under margin pressure. PartnerStack just got acquired. When these vendors hit valuation pressure, the cost lands on you. Replacements, procurement cycles, retraining. That is the part of the AI shakeout people are not naming yet. It is not just about which platforms get acquired. It is about which ones can still build fast enough to be worth renewing.
The compounding effect
Velocity did not double for us. It compounded.
When your engineers spend 95% of their time on architecture instead of implementation, the quality of what ships goes up at the same time the speed goes up. Better architecture means fewer bugs. Fewer bugs means less time on fixes. Less time on fixes means more time on the next feature. The cycle feeds itself.
We shipped our second agent last week and started the fifth this week. The Programmatic Engine from our Humming acquisition is extending the platform into ad spend. Claude Design is coming next. Each capability lands on the same architecture, under the same contract, with no implementation projects or migration invoices.
Every agent shipped means one less platform to worry about.
Our promise
We are not slowing down. We are shipping faster, building wider, and absorbing capabilities that single-purpose platforms cannot keep up with.
If you are an Ambassador 3.0 customer, you are already seeing this. New capabilities are landing in your account weekly. If you are still on 2.0, everything we are building, RBAC, the new logs, the navigation redesign, Agent Studio, every new agent, is exclusive to 3.0. None of it is coming to 2.0. The migration runs alongside your current setup with zero disruption, and onboarding is waived for existing clients.
We ship every week. Not every quarter. The brands that need tools that actually do everything are about to find out who has been quietly compounding.
Geoff McDonald CEO, Ambassador