A browser-based field toolkit for agricultural robotics — machine readiness, site geometry, operational planning, and visit continuity. Four live tools share a unified workspace with encrypted backup and cross-tool context propagation, supporting both farm-ng V2.x and Bonsai V3.0 Amiga platforms. Developed and operated through MorganicSystems as an independent field-systems toolkit.

TRIAD is a single-file browser tool that coordinates up to three AI agents in a structured deliberation workflow. Each agent responds independently across six structured fields; a referee synthesizes and scores divergence; four cross-examination modes probe where the reasoning forks. Built for situations where one model's answer isn't enough. Users supply their own API keys; SCVdata does not store or proxy keys, prompts, responses, or session state.

TradeVault parses E*TRADE activity CSV exports and reconstructs a full portfolio picture — open options, closed positions, roll chains, assignment sequences, and stock holdings — across multiple named accounts in a single browser session. User-supplied brokerage data is processed client-side; SCVdata does not store or proxy CSV contents, reconstructed positions, or vault data. The working set exports as an AES-GCM encrypted vault file and generates structured feeds for downstream analysis tools.

Theta Workbench is a browser-based options analytics workbench for self-directed traders — multi-leg position modeling, payoff visualization, leg-by-leg analytics, and chart context with moving averages, trendlines, and Fibonacci overlays in one ticker-centered workspace. User analytical state is processed client-side; SCVdata does not store or proxy user analytical state. Quote data is retrieved via a serverless function proxying read-only market data from upstream providers.

SCVdata supported the final operating years of a 25-year multi-state USDA Foods cooperative platform spanning California, Ohio, and Michigan. The engagement included 1,600+ cumulative school district/vendor records, a 130+ company food processor catalog, 16+ food distributor relationships, 600,000+ rebate transaction lines, and $52M+ in annual California entitlement, all coordinated through a 28-table production schema on legacy ASP.NET / SQL Server / Crystal Reports infrastructure. SCVdata stabilized aging infrastructure, automated reconciliation workflows, and delivered reporting accuracy for a multi-state public-agency foodservice network. A public browser-based reconstruction with synthetic data shows how school districts, food distributors, and administrators viewed the same cooperative workflow from different operational perspectives.

Custom registration software built for the Southern California Volleyball Association supporting approximately 25,000 combined annual registrations across association-level and club-managed workflows. The system handled player eligibility, club affiliation, payment, and roster operations across a multi-year competitive season.

A regional Los Angeles–area food-service supplier was running wholesale ordering by phone, fax, and spreadsheet — no shared order record, no shared pick/delivery status, and no reliable reconciliation path. Fieldhouse Foods reconstructs the workflow as a two-portal system: customer-specific product guides on one side, warehouse picking, delivery tracking, invoicing, and reconciliation export on the other. Approximate source footprint: 40 active accounts and 32,000 invoice line items across a representative seven-month window.

A Los Angeles CPA firm had two decades of client records moving through deadfile rooms, box lists, scanning workflows, and storage locations — with no reliable searchable index. Hallmark & Hewitt Archive reconstructs the browser-based intranet system SCVdata built to make that archive operationally usable: per-box file numbering, four-stage intake workflow, role-based access, physical location tracking, and full audit trails on every record. Archive index covered over 35,000 files at operational scale across Tax and Business Management departments.

A search and retrieval system over a historical support ticket archive — 31,600 tickets and 130,039 comments — built to make institutional knowledge findable after the original support platform was no longer the primary system of record. Demonstrates archive-grade indexing applied to operational support data.

A regional food distributor was required to submit quarterly compliance reports to AFS Technologies as part of a Holiday Inn Express franchise supply agreement. QuickBooks produced no output matching the required 21-column pipe-delimited schema. Citrus Coast Foods reconstructs the quarterly workbench SCVdata built to bridge that gap — raw export load, vendor lookup enrichment, account filter, validation, and submission-ready flat-file preview. Six documented quarters across the 2014–2016 operational window; ~3,200 line items per quarter in accepted submissions.