Enterprise retailers spend $50K+ per year on loss prevention platforms, dedicated LP teams, and analytics infrastructure. The single-location merchant running a Square terminal has nothing — no fraud detection, no case management, no evidence chain. They absorb the loss or they don't find it at all.
Every transaction record sitting in a traditional database can be altered, deleted, or disputed. When a merchant needs to fire an employee, file an insurance claim, or report theft to law enforcement, they need records that hold up. Today, those records don't exist for SMBs.
Banks, card networks, and POS platforms control the record. Merchants trust that what they see is what happened — but they can't prove it independently. When disputes arise, the merchant is always at a disadvantage because the institution holds the only copy of truth.
Real-time webhook capture with zero polling gaps. Write-once PostgreSQL evidence store with INSERT-only enforcement at the database level. Merkle root inscription on Bitcoin for permanent, independently verifiable proof. Three steps. One immutable record.
37 detection rules across 10 categories and 3 execution tiers. Real-time pattern recognition on Square transaction data arriving via webhook. Card fingerprint velocity, after-hours activity, refund anomalies, discount abuse. Every alert is graded, attributed to an employee, and linked to the triggering transaction. HIGH and CRITICAL alerts trigger SMS within 30 seconds.
Structured incident reporting built to evidentiary standards. Evidence locker with INSERT-only enforcement and SHA-256 hash chain — every record immutable once written, by any actor, including administrators. Case timeline, resolution tracking, and documented outcomes suitable for HR proceedings, civil litigation, and law enforcement referral.
Sat-denominated credit system powered by the Strike Lightning API. Every metered operation — transaction processing, detection alerts, case management, AI analysis — draws from a single credit balance. Treasury-funded onboarding gives every merchant free credits at signup. Self-service refills via any Lightning wallet. Gold list alerts are always free. L402 macaroon tokens handle authentication. The billing infrastructure that makes the product self-sustaining without subscription tiers.
Total Retail Loss dashboard aggregating shrink, fraud, and operational loss across all merchant locations. Industry benchmark comparisons. AI-powered anomaly analysis. The intelligence layer that turns raw detection data into actionable operational insight.
10 million pre-minted Ordinals from GrowDirect's founder-earned Bitcoin. Block positions cannot be replicated retroactively. First mover wins permanently. The canonical authority is established before any competitor can occupy the same block space.
Every day the protocol runs, the moat deepens. More events inscribed means more validation history means more canonical authority. A competitor starting tomorrow inherits zero history. Time is the asset no one can buy.
Once a merchant, healthcare provider, or supply chain operator anchors to the canonical record, switching costs become structural. Court-admissible evidence chains can't be migrated. Infrastructure doesn't churn.
More events mean more inscriptions mean more validation revenue mean deeper data mean a more valuable canonical record. The protocol that wins makes its users more powerful than its competitors' users.
Loss prevention analytics for Square merchants. Canary watches every transaction, refund, void, discount, and cash drawer event in real time — and alerts the merchant in plain English when something looks wrong.
The detection engine descends from enterprise LP systems the founder designed for Tesco and Walmart International. Three generations of the same canonical data architecture, now targeting the 4 million SMBs that Square serves — merchants who have never had access to tools like this.
37 detection rules across 10 fraud categories. Fox case management with evidence-grade documentation. INSERT-only evidence chain with SHA-256 hash linking and database-enforced immutability. The whole stack is running, tested, and filed for patent protection.
Explore CanaryHOA governance platform for the Westside Palos Verdes Beach Club Association — 81 lots overlooking Abalone Cove in Rancho Palos Verdes. Built because the founder lives there and the existing governance tools are a mess of email chains and paper ballots.
Interactive parcel map powered by Leaflet.js with LA County GIS boundary data for all 81 lots. Each parcel links to its owner record, assessment history, violation log, and architectural review status. The map is the interface — click a lot, see everything about it.
Governance features include ballot management, meeting minutes, document archive, assessment tracking, and a member portal with magic link authentication. The goal is a single place that replaces the filing cabinet, the treasurer's spreadsheet, and the board secretary's inbox.
Real estate intelligence and lead generation for Compass agents on the Palos Verdes Peninsula. Angel lives inside the Cove codebase — same database, same infrastructure — but serves a completely different audience: real estate professionals working the South Bay luxury market.
Angel watches property data, permit activity, ownership changes, and market signals across the peninsula. When a homeowner pulls a major remodel permit, lists a property, or triggers a life event that correlates with a sale, Angel surfaces that as a qualified lead with full context — not just an address, but the story behind it.
The insight engine combines public records, MLS data, and the founder's local knowledge of the RPV market into something an agent can act on immediately. Built for agents who want to work a specific geography deeply rather than spray-and-pray across the entire metro.
Ad hoc consulting rooted in three decades of building retail technology at enterprise scale. The founder designed and shipped LP data platforms for Tesco worldwide and Walmart International — systems that processed hundreds of billions of transaction rows across some of the largest retailers on earth. RTI, TDS, SMART System — each one a generation of the same canonical data architecture that now powers Canary.
Available for engagements in retail loss prevention strategy, POS data architecture, Square and Clover integration design, SaaS product architecture (Flask/Postgres/Docker stacks), and AI-augmented development workflows using Claude Code and similar tools. Particularly useful for teams that need enterprise-grade data architecture thinking applied to SMB product problems.
This is a solo founder who builds — not a consultancy that writes decks. Engagements produce running code, working schemas, and documented architecture. No bureaucracy. No account managers. Direct access to the person who built it.
The full investment thesis: the broken record, the protocol, the closed-loop economy, the beachhead market, the vision for universal event notarization, and what's already built. 7 parts, 14 technical diagrams, 14 patent claims.
Interactive orbital diagram of the elJeffe protocol. Treasury, Mint, Smart Contract, Royalty Revenue — the four nodes of the perpetual economy. Animated SVG visualization.
99 tables across 3 PostgreSQL schemas. Third-generation normalized retail transaction schema covering transactions, detection, metrics, and Bitcoin settlement.
Long-form magazine article on Canary's approach to democratizing loss prevention. The story of how enterprise LP expertise became accessible software.
OpenAPI specification for the notarization protocol. gLog queries, event validation, L402 payment gate. Architecture spec — roadmap, not live endpoints.