Most shops either build or break. We do the full loop.

Security vendors specialize. The builders ship you a tool and leave. The breakers hand you a report and leave. The monitoring companies watch a dashboard and alert you, and leave the fixing to someone else. Every handoff between specialists is a place where context dies and findings rot.

We run the whole loop instead: build, break, harden, watch. One shop, one context, four stages that feed each other.

The four stages

Build. Production AI security systems — agent pipelines, eval harnesses, detection and response automation. Fixed scope, 1–4 weeks, source included. This is where security capability gets created.

Break. Human-led penetration testing of web, APIs, networks, and LLM systems. Real operators, real exploitation, 3–10 day turnaround. This is where assumptions get tested.

Harden. Findings converted into fixes: patched code, guardrails, detectors, automation. This is where reports turn into security.

Watch. Continuous recon and attack-surface monitoring. New hosts, new exposures, ranked and alerted — the moment they appear. This is where the loop stays alive between tests.

Why the loop beats the specialists

The stages compound because the context carries over. The team that built your detection pipeline knows exactly how to test it. The operators who broke your app write better guardrails because they've seen how the bug class actually gets exploited. The monitoring feed makes the next pentest start from a current map instead of week one of discovery.

Compare that to the specialist chain: the pentest firm doesn't know your codebase, the remediation contractor doesn't understand the exploit, and the monitoring vendor has never seen your threat model. You pay for the same context to be rebuilt three times, and it never fully transfers.

Enter anywhere

You don't have to buy the loop. Each stage stands alone:

• Shipping an AI product with no security review loop? Start at build.
• Preparing for launch, funding, or a customer security review? Start at break.
• Sitting on a findings report from another firm? Start at harden.
• Blind to what your surface looks like right now? Start at watch.

And stages pull each other in naturally. A pentest finds bugs worth fixing — that's a hardening sprint. Hardening reveals the patterns worth monitoring — that's a watch deployment. Monitoring surfaces a new service nobody hardened — that's the next test. The loop sells itself because it's how security actually works.

That's the whole pitch. One shop, the full loop, no handoffs where context goes to die. If you want to see where you'd enter, book a scoping call — thirty minutes, free, fixed-price proposal within 48 hours.