Case studies
What we've shipped.
Bobi Labs takes engagements PM-led with a small senior team. Here's the work that proves the model: full-stack ops platforms, real-time analytics, automated trading systems. Deeper case studies coming as engagements close out.
Cascadia Forestry Platform
Cascadia & Ramos, Forestry Services
Full-stack ops platform replacing paper timesheets, manual Excel payroll, and fragmented AppSheet tools across two related field-work companies. Mobile-first for foremen in remote PNW. PWA / offline submission, role-based dashboards, bilingual EN/ES, hours + production tracking, expense auto-assignment.
Tweet Pulse
Polymarket Intelligence
Public analytics dashboard tracking Elon Musk's tweet velocity and the Polymarket prediction markets that trade on his posts. Real-time tweet ingest from the X API, trigger-refreshed materialized views, regime detection, Telegram alerts on regime shifts. Built for a client to host and monetize via free + pro tiers.
Work Tracker
Bobi Labs · productized
Customizable Kanban + Deliverables tool for studios and consultancies. DB-backed scope, build notes, and invoice tracking per item, designed as a client-facing 'show your work' artifact. Built for Bobi Labs' own contract management; deploys per-client with custom branding and integrations.
Meeting Co-Pilot
Bobi Labs · productized
Real-time meeting copilot. Voicemeeter audio routing → Deepgram STT → Haiku gate → Opus tip generation, with a HUD overlay surfacing context-aware help during live calls. Used by Bobi Labs on contract calls; customizable per-tenant for small teams that need grounded answers in real time.
Custom Sports Bots
Sports Prediction Trading
Automated trading bot system + analytics for sports prediction markets (Polymarket, Kalshi). Kelly-fractioned bet sizing, exposure caps across markets, AI-driven confidence signals across MLB / NBA / NHL / NCAA / Soccer / Esports. Three-layer caching, subscription model with Stripe, risk management baked in.
Pursuit
Bobi Labs · internal build
Always-on business-development engine. A 15-minute cron drives scrapers across a dozen-plus contract and job sources, a Claude scorer rates every posting against a tunable fit profile, high-fit matches get an auto-drafted proposal, and nothing leaves the building without a human reading it first. Built so a small studio keeps its pipeline full without a full-time BD hire.
bobi-stack
Bobi Labs · internal infrastructure
The scaffold and Claude Code workflow discipline every Bobi Labs engagement starts from. Next.js, Supabase, and a typed data layer wired end to end, plus the session and memory conventions that keep AI-assisted delivery consistent across a multi-week build. Part of why a small senior team ships like a larger one.
What you won't see here
Some of our best work lives behind client confidentiality. We don't publish anonymized client screenshots or vague case studies. That approach is hard to verify and easy to fake. Instead, we're building synthetic-data demos that re-implement the actual features with fake data, so you can see the architecture and interactions without touching real client data.
First synthetic demo is the Cascadia forestry timesheet + payroll flow. In build now. If you want a walkthrough of an active engagement before that's public, ask. We can show you live work over a screenshare under NDA.
Have something we should ship?
60-minute scoping call, then a clear plan for how we'd approach it. The first phase is typically 4 to 8 weeks.