Real-Time Performance & Pipeline Health
Real-time query execution & deterministic trace across Public Datasets → PostGIS Spatial Buffers → Python Calc Engine → Defensible Citation
Dual-Provider Inference & Security Guardrails
Simulate Regulatory Rule Tracing & PostGIS Spatial Audit
Test Next.js 15 API route execution: queries public municipal GIS layers, calculates exact statutory setback buffers, traces citations, and surfaces open regulatory questions without guessing.
Every calculated number links directly to the legal law (e.g., Massachusetts 310 CMR Wetlands Act & 105 CMR Clinic Licensure). Your users can stake their reputation on this answer in court or before regulatory boards.
Powered by a private 4-bit LoRA model running in an isolated container on your private cloud. Your confidential customer records, parcel identifiers, and proprietary calculation formulas NEVER leak to external APIs.
Where the public survey data does not settle a legal question (e.g. seasonal groundwater table variances), the system displays the open question plainly to professional users rather than fabricating a fake “clean guess.”
PostGIS spatial indexing and deterministic math mean you don't waste thousands of dollars burning LLM tokens on basic arithmetic. Queries resolve in milliseconds with sub-cent cloud infrastructure overhead.
Building the economic & operational infrastructure for RegulaTrace.
Cryptographically verifiable event streams, deterministic fallbacks, and real-time sub-50ms data pipelines running at production scale.
Powering operations of all sizes. Built to adapt seamlessly from rapid technical spikes to 100K+ concurrent scale.
Eliminated Replit cold starts and socket timeouts through Cloudflare CDN edges and automated fallback circuit breakers.
Sub-50ms Video Playback & Edge Caching
Replaced Replit raw socket bottlenecks with adaptive bitrate HLS CDN delivery, guaranteeing instant zero-buffer video playback for 100,000 members.
Cryptographic Entitlement & Promo Engine
Decoupled App Store Server Notifications v2 with idempotent Inngest event queues, eliminating duplicate promo redemptions and dropped subscriptions.
Zero-Hang Workout Synthesis & Fallback Bank
OpenAI GPT-4o with instant 1500ms circuit breaker tripping to 180+ local cached workout routines, ensuring users never see a loading hang during workouts.
Built for mission-critical regulatory data. High-throughput spatial queries, deterministic rule verification, and private cloud ML execution.
PostgreSQL & PostGIS depth.Real database mastery: query plan optimization with EXPLAIN (ANALYZE, BUFFERS), GiST spatial indexes, ST_DWithin buffer calculations, and PgBouncer connection stability on Render.
4-bit LoRA & private cloud ML.Run fine-tuned domain models via 4-bit quantized LoRA adapters inside an isolated container in your private cloud. 100% of sensitive client data remains strictly on your infrastructure.
Defensible takeover & handover.Blunt 2-week codebase audit, line-by-line statutory rule linking, clean Python calculation engine integration, and rapid feature turnaround at 20 hours per week.
Public Dataset & Regulatory Rule Audit Queue
High-density inspection grid with deterministic state tracking, rule traceability citations, and 1-tap raw JSON inspection drawer.
| Audit ID | Entity / Parcel | Regulatory Scope | Defensibility Status | PostgreSQL P99 | Rule Trace |
|---|---|---|---|---|---|
| REG-8841 | Suffolk County Health Facility (Parcel 082) 2 mins ago | Wetlands Setback & DPH Clinic Buffer | Verified | 12ms | |
| REG-8842 | Chesapeake Bay Maritime Commercial Dock 5 mins ago | Public Waters & Clean Water Act § 404 | Intercepted | 24ms | |
| REG-8843 | BioTech Cleanroom Manufacturing Boston 9 mins ago | OSHA & Toxic Air Contaminant Permitting | Verified | 9ms | |
| REG-8844 | Midwest Energy Substation Expansion 15 mins ago | FERC Reliability & Right-of-Way Buffer | Active | 18ms | |
| REG-8845 | Tri-County Municipal Solar Farm Array 22 mins ago | Agricultural Prime Soil Conservation | Queued | 15ms |