case studies
Measurements of legal retrieval configurations, and the controls specified on top of them.
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Commercial Legal-RAG Configuration — External Architecture Analysis · Italy2026
Generation-Tier Integrity in Legal RAG: An In-Flight Verification Control Specification
- By design
- 0% downstream state contamination and per-query audit trail via selective KV-cache truncation. Verified by construction across generation states.
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Commercial Legal-RAG Configuration — Independent Analysis · Spain2026
Retrieval Integrity Under Statute Collision: Measurement and Control Specification
- Measured
- 3 of 3 article-collision probes returned the wrong statute — a commercial-code query answered with tax law, a fabricated sub-clause, and a repealed statute cited as current. Black-box probes against the live public interface, Spanish statutory law, Código de Comercio Art. 42 as ground truth, April 2026. Three probes establish reproducibility, not a population rate.
- By design
- Deterministic statute pre-filtering isolates target codes prior to vector embedding, eliminating cross-statute collision by construction. A boolean index predicate cannot return a chunk from an unbound statute.
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Telemetry, cloud infrastructure and platform engineering, 2025–2026. Not legal-RAG work.
| Profile | Engagement | Outcome | Year |
|---|---|---|---|
| Hyperscale Cloud Gaming Blueprint (Middle East & Singapore) |
Cloud Gaming Infrastructure: Per-Tenant Egress and Idle-Storage Cost at 56-Tenant Density
Oracle Cloud (OCI) / Linux / Proton / OverlayFS / Tauri / Moonlight+Sunshine
|
Sub-$0.70/hr Unit Economics at 56-Tenant Bare-Metal Density | 2026 |
| High-Frequency Telemetry Engine Blueprint (Global) |
Architecting Zero-Allocation Telemetry System
Golang / Oracle Cloud (OCI) / Trino / Cloudflare
|
1M RPS (32 GB/s) at 98% Infrastructure OpEx Reduction | 2026 |
| SaaS Portfolio (Canada) |
Infrastructure Economics: Slashing Burn Rate by 65%
Google Cloud Run / OVH Dedicated / Redis / BullMQ
|
65% Cost Reduction | 2026 |
| Digital Design Marketplace (United States) |
Stabilising Legacy E-Commerce Infrastructure
React Router v7 / Node.js / PostgreSQL / Redis
|
99.98% Uptime (4 Years) | 2025 |
| Bootstrapped Verification SaaS (Canada) |
Scaling High-Volume Email Verification at a Fraction of the Cost
Node.js / SQLite (WAL) / Redis / Distributed VPS
|
5m Verifications in <12h | 2025 |
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