Agent systems
Multi-step agents wired into the systems a business already runs. Each ships with the evaluation harness, guardrails and fallbacks that decide whether it can be trusted without someone watching every call.
AI systems that survive production.
Yellow Bloom is an AI software practice. We design, build and operate the systems companies run on: agents wired into real processes, the automation underneath them, and the security and governance that make them safe to leave running.
What a system does while nobody is watching
Every step is logged with the model that handled it, how long it took and what it cost.
sample
What we build and run
Process automation
Finance, operations and back office. The unglamorous half of the work, and usually the half that pays for everything else in the first year.
Security
The exposure that arrives with the models: prompt injection, data leaving through a model call, third-party model risk, and access control for software that now takes actions on its own.
Management systems
Internal platforms, reporting and decision tooling. Every figure is defined once and used everywhere, so the meeting starts from the same number.
Marketing systems
Content, campaign and CRM automation, built as infrastructure that keeps working after each campaign ends.
Platform & infrastructure
The layer underneath: model routing, observability, cost control, and the regression testing that tells you a system has quietly got worse before a customer does.
Built for production from day one
Who runs itYellow BloomTogetherYour team
Assessment
A written read of where AI changes the economics and where it does not, what it would cost, and what has to be true first. Fixed fee. Sometimes it concludes that you should not spend the money yet.
Build
Fixed scope, delivered end to end, with your own engineers in the room from the first week. Ends with something running, documented, and owned by a named person inside your business.
Operate
Running and improving what has been built against an agreed standard, until your team takes it over entirely, which is the intended ending.
What ships with every system
Every system we hand over comes with these six, from its first release.
sample
Ways to work with us
Assessment
A written assessment of a defined area of the business, delivered as a document you keep and can act on with anyone.
Fixed fee
Build
One system, designed and delivered to production, with the handover scheduled from the start.
Fixed scope
Operate
Ongoing operation and improvement under an agreed standard, with a defined exit to your own team.
Retained