The Lab keeps a visible portfolio so progress and impact stay legible. Every case is comparable on the same dimensions — program, stakeholder, function or P&L, stage, target outcome, and status — and rolls up cleanly into program- and P&L-level reporting.
// Active · proposed · completed
Portfolio
A visible portfolio of work — each case with a stakeholder, a function or P&L, a stage, and a target outcome.
| Case | Program | Stakeholder | Function / P&L | Stage | Target outcome | Status |
|---|---|---|---|---|---|---|
| AI-Augmented SDLC for Legacy Migration | SDLC Modernization | Core Engineering / QA / Platform | Technology | Build / Implement | A repeatable AI-augmented SDLC pipeline for stored-procedure migration | Active |
| On-Call Schedule Shift Automation | Workflow automation | Engineering / SRE | Technology | Adoption | On-call rotations that shift automatically, with zero manual coordination | Adoption |
| Always-On Apartment-Hunt Lead Engine | Workflow automation | Founder / Solo operator | Consumer Product | Build / Implement | A home-base crawl plus cloud qualification pipeline that surfaces, screens, and routes rental leads in real time — buzzing the searcher within ~15 minutes | Active |
| Self-Driving Agentic SDLC Factory | Delivery operations | Engineering / Solo developer | Technology | Scale | A programmable conductor that turns a prioritized issue backlog into reviewed, merged software — keeping the developer in the creative loop, not the mechanical one | Scaling |
| Low-Ticket Consumer Clarity Product | Customer experience operations | Product / Growth | Consumer Product | Adoption | A mass-market, low-ticket personalized clarity report delivered reliably and cheaply on a serverless stack | Active |
| Governed Influence-Growth Operator | Sales acceleration | Brand / Growth | Growth | Build / Implement | A human-gated, platform-agnostic system that earns qualified attention from real people — without violating platform policy or becoming spam | Adoption |
| Reliability OS Platform Migration | Internal knowledge systems | Operations / Personal productivity | Technology | Build / Implement | Migrate a macOS home-base authority model to a Firebase-native platform, with Firestore as the single live-state authority — without losing data or continuity | Active |
SDLC Modernization
AI-Augmented SDLC for Legacy Migration
A tightly-bounded proof of concept: an AI-assisted software-development lifecycle that accelerates migration of a legacy stored-procedure codebase — safely, and with comparable or better quality.
Workflow automationOn-Call Schedule Shift Automation
A small, high-leverage automation: on-call rotation shifts that used to require manual coordination now happen automatically and correctly inside the observability tooling.
Workflow automationAlways-On Apartment-Hunt Lead Engine
Find a Pad turns a frantic, solo apartment hunt into a staffed operation that runs itself — an always-on home base that hunts every listing source while the cloud qualifies finds in real time and surfaces only the moves worth making.
Delivery operationsSelf-Driving Agentic SDLC Factory
Novel SDLC Automation turns a GitHub issue queue into a self-driving coding factory: it picks up each issue, implements it, opens a PR, self-reviews, fixes review comments, conflicts, and failing CI, then squash-merges — and moves on to the next.
Customer experience operationsLow-Ticket Consumer Clarity Product
Read The Room is a consumer-accessible, low-ticket information product that helps someone decode a relationship pattern they're stuck in — turning a structured account of what happened into a pattern read, a signal map, and one grounded next move.
Sales accelerationGoverned Influence-Growth Operator
Novel Social Media Automation is a platform-agnostic influence-growth system: a living operator that runs continuously to grow a brand's qualified attention across social platforms, with every single action gated by a human-in-the-loop confirm.
Internal knowledge systemsReliability OS Platform Migration
Roger is an axiomatic personal & professional consistency OS that trains reliability through proof feedback — and a live migration from a macOS home-base authority to a Firebase-native platform where Firestore is the single source of truth.
// ADD A CASE TO THE PORTFOLIO
Have a case that belongs in a portfolio like this?
A good candidate has an owner, a current-state problem, and a measurable target outcome. Send the rough version; we'll help determine whether it belongs in Discovery, Pilot, Scale, or the backlog.
// Program-level impact
Related cases group into programs
A single case proves a point. Grouped into programs, well-measured wins compound into organizational leverage — and roll up cleanly toward P&L-level impact.
// PROGRAM
SDLC Modernization
Accelerate legacy-code migration and delivery pipelines with governed AI assistance.
What part of your legacy migration, build, or delivery pipeline is slowest or most manual?
// PROGRAM
Sales acceleration
Shorten the path from interest to closed revenue.
What part of the path from interest to revenue is slower than it should be?
// PROGRAM
Customer experience operations
Smooth the workflows that shape how customers and end-users are served.
What customer or end-user workflow feels inconsistent, slow, or hard to scale?
// PROGRAM
Delivery operations
Make repeatable delivery faster, cleaner, and less manual.
Where does delivery lose time to handoffs, review loops, rework, or manual coordination?
// PROGRAM
Revenue operations
Connect the data, handoffs, and systems behind the revenue engine.
What data, routing, qualification, or handoff issue is affecting the revenue engine?
// PROGRAM
Partner enablement
Equip partners and external stakeholders with better tools and handoffs.
What would make external stakeholder or partner workflows easier to execute?
// PROGRAM
Internal knowledge systems
Turn scattered institutional knowledge into systems people actually use.
Where is institutional knowledge scattered, stale, or hard to act on?
// PROGRAM
Workflow automation
Replace fragmented manual steps with governed, automated flows.
What recurring manual process should stop being manual?
// PROGRAM
Data quality & reporting
Improve completeness, trust, and visibility of the numbers leaders rely on.
What number does leadership need to trust faster?
// PROGRAM
Cost optimization
Remove avoidable cost and reclaim capacity across the operation.
What avoidable cost or repeated effort should be removed?
// Engage the Lab
Bring a business problem, not just a tool request.
The best opportunities have a real problem, a reachable owner, and a measurable outcome worth pursuing. Let's turn “we should do this” into “this is live, adopted, measured, and producing value.”