Production AI Systems, Not Prototypes
Dotzlaw Consulting ships AI that runs against real data at real scale.
We audit business workflows, identify where AI delivers the highest ROI, and build the systems ourselves. Every engagement ships against your real data.
Three of those systems, and what they do in production
Agentic infrastructure · Defense-in-depth security · Modernizing legacy systems
Agentic AI Systems Engineering
Validated across 3 production migrations with 0 file conflicts over 18 sessions. An agent swarm that builds agent swarms: Claude Code agents read any codebase and generate its full infrastructure, with agent teams bounded by file ownership, deterministic hooks, and a skill library, in 30 to 55 minutes.
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Agentic AI Security Architecture
Two rounds of live red team versus blue team exercises drove attack success rate from 65% to 47% against a real target. Full OWASP Top 10 for Agentic Applications coverage, with defense-in-depth enforced by hooks rather than prompts.
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Production AI Systems
26 shipped systems, each documented with its real numbers and real costs. A document assistant answering across 51,000+ chunks in under 3 seconds, a knowledge pipeline that built 2,757 bidirectional links for $1.50, and a job-market agent processing 58,807 postings a week for $5.04 a run.
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Data Intelligence and SQL Engineering
100% SQL success rate across 10+ query categories against a 90.5M-row production database. Plain English in, a complete six-card dashboard out in under 30 seconds, using vector search over 48 tables and 561 columns where generic AI approaches fail.
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