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.
Agentic infrastructure · Defense-in-depth security · Modernizing legacy systems
Agentic AI Systems Engineering
Building production-ready multi-agent systems where AI agents generate Claude Code infrastructure for any project — with defined file ownership boundaries, specialized tool restrictions, and automated quality enforcement. Two completed production migrations prove compound returns: the second migration was more complex but completed in fewer sessions.
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Agentic AI Security Architecture
Applying defense-in-depth security to AI agent systems, directly addressing the OWASP Top 10 for Agentic Applications. Covers prompt injection defense (22 detection patterns), rate limiting as circuit breakers, inter-agent JSON Schema validation, secrets hygiene enforcement, and a 3-tier trajectory monitoring system.
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Production AI Systems
Three completed AI projects with real metrics: Text-to-SQL Dashboard (92–95% SQL accuracy, $45/month), Obsidian Knowledge Pipeline (1,000+ notes, 2,757 bidirectional links, $1.50 total cost), and Job Search Agent (1,975 companies monitored, 58,807 jobs/week, 311 curated matches, $5.04/run).
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Data Intelligence & SQL Engineering
Expert-level SQL across MS SQL Server and PostgreSQL. The text-to-SQL system auto-generates four-panel dashboards from plain English in under 30 seconds using vector search — achieving 92–95% accuracy on a schema with many tables and millions of records, where standard AI approaches fail.
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