Agentic AI development & testing

Agentic AI, built and battle-tested.

We're a consulting firm that designs, builds, and rigorously tests AI agents — so the systems you ship behave reliably in the real world, not just the demo.

agent-eval · support-triage-v4
task success96.4% ✓
tool-call accuracy99.1% ✓
hallucination rate0.3% ✓
jailbreak resistance2 flagged ⚠
p95 latency1.2s ✓
40+
agent systems shipped to production
10k+
eval scenarios in our test harness
6
weeks median build-to-launch
24/7
production monitoring & guardrails
Who we are

A small, senior team obsessed with reliable AI.

Firepink is a consulting firm focused on one thing: agentic AI you can actually trust in production. We design and build AI agents, then test them the way the real world will — adversarially, at scale, before your users ever touch them.

Practitioners, not slideware

Everyone here ships code. Our recommendations come from building and breaking real agent systems, not frameworks on paper.

Testing is our edge

Most firms stop at the demo. We treat evaluation and red-teaming as first-class engineering — it's in our name and our process.

Your team levels up

We work alongside your engineers and leave behind the harnesses, patterns, and habits to keep quality high after we're gone.

What we do

From first prototype to production-grade agents.

01 · BUILD

Agent development

We architect and build multi-step agents — tool use, memory, orchestration, RAG — grounded in your data and workflows.

02 · TEST

Evaluation & testing

Custom eval harnesses, adversarial red-teaming, and regression suites that catch failures before your users do.

03 · STRATEGY

AI strategy & architecture

Where agents actually help, what to build vs. buy, and how to ship safely. Roadmaps your team can execute.

Have an agent that needs to be reliable?

Tell us what you're building. We'll tell you how we'd test it.

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