Margin protection
How an Automated Bid-Review Pipeline Surfaced Over $90K in Missed Margin
A bid-reconciliation pipeline that surfaced $92,482 across approximately $1.4M of reviewed work.
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Portfolio
Case studies.
Every case shows where the system stops and accountable judgment begins.
Validation and control
The automation failed its test. So it was not allowed to ship.
A pricing workflow was tested against realized outcomes before it was allowed to influence live quote totals.
Read case study ↗Workflow automation
Case Study: One-Pass Quote Assembly: Turning a Raw Vendor Export into an Import-Ready Quote
A raw vendor export became a structured, ERP-ready quotation in one controlled pass.
Read case study ↗AI systems engineering
Case Study: A Concurrent Multi-Agent Orchestrator That Runs 2-3x Faster Than a Single Model
A dependency-aware orchestration layer that achieved 2.3x realized end-to-end throughput.
Read case study ↗Privacy and routing
Case Study: A Hybrid Local/Cloud AI Router With a Code-Enforced Data-Sovereignty Gate
A fail-to-local router with a deterministic redaction gate and code-enforced outbound boundary.
Read case study ↗Adversarial review
Case Study: A Multi-Agent Pipeline That Turns a Source Repository Into Client-Ready Case Studies, Gated by an Adversarial Redaction Check
A multi-agent pipeline that turns sensitive source material into publishable case studies with a required redaction check.
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