Built to run every day, not just in demos.
Labs is where ideas are tested in public and earlier versions break. Systems is where the work that proved reliable becomes a repeatable client service: what it does, what it costs, where it helps, and where it stops.
Systems are ready to put to work. If you want to see earlier prototypes and technical tests first, Labs is the place to start.
Need something built to work with your current setup? See Custom Systems below ↓Systems
The smaller set of builds proven reliable enough to put to work. Packaged with fixed scope, predictable costs, and ongoing support.
Labs
Working tools, experiments, and open records of where earlier versions fell short.
Why This Line Matters
Software can look good in a demo and still fail under real business pressure. We only list systems here once their limits and recovery paths are understood.
First System Surface
Content Pulse
An editorial pipeline for operators who need their public thinking published systematically without surrendering authorial judgment, nuance, or voice. Deconstructs raw sources into four distinct writing angles, enforces human review gates, and generates complete multi-channel publishing packages.
What The System Delivers
- Four Distinct Writing Angles: Four companion perspectives (Narrator, Operator, Systems Analyst, Contrarian) seeded from decoupled source facts.
- The Human Review Gate: Mandatory editorial validation requiring manual sign-off before anything is published.
- Complete Publishing Packages: Longform articles, visual direction prompts, and platform adaptations for your website or content management system (CMS).
Second System Surface
Knowledge Pipeline
The Knowledge Pipeline is our setup for turning video and audio archives into verified, citable reference tools. Built for teams with hours of meetings, client calls, or training sessions that nobody has time to rewatch.
What The Next Page Should Prove
- Why standard AI video summaries hallucinate details and miss operational context.
- How we structure private Google NotebookLM setups with direct source citations.
- How expanded project tiers add two-host Audio Overviews and onboarding study guides.
Third System Surface
API-Connected GPTs
API-Connected GPTs is our zero-trust integration setup for connecting conversational AI safely to company spreadsheets, internal tools, and databases without data leakage, accidental overwrites, or prompt injection risks.
What The Next Page Should Prove
- Why prompt rules are not a security perimeter for company databases.
- How edge gateways enforce semantic-only verbs and mechanically scrub PII.
- How to connect custom GPTs to live spreadsheets with full audit logging.
Fourth System Surface
Operational Knowledge Repository
The Operational Knowledge Repository is our setup for rescuing company intelligence from scattered downloads folders, buried cloud drives, and ephemeral chat histories. We install a durable, git-backed corporate taxonomy with automated AI librarian triage.
What The Next Page Should Prove
- Why uncurated folder sprawl causes AI tools to hallucinate and fail.
- How an immutable directory taxonomy separates raw ideas from signed authority.
- How lightweight LLM librarians sort and tag documents without altering source records.
Work that falls between your existing tools.
The four systems above solve specific, repeatable problems. But in many established businesses, the heaviest daily drag isn't something a standard tool can fix.
It happens when the business grows: sales closes new clients, and that success lands on your team as dozens of repetitive tasks. Staff spend hours copying the same facts into partner websites, cross-checking spreadsheets against vendor confirmations, and carrying the mental load of trying to keep every detail straight.
What I build when off-the-shelf software falls short:
Tools that read your project records, check vendor requirements, and prepare the exact forms or bookings for your team. The tool fills in the repetitive details and stops. It never completes the payment or final purchase; a person always verifies the work and makes the final call.
Systems that compare what you planned against what suppliers or partners actually confirmed. If a rate changed overnight, a room type was dropped, or a confirmation never arrived, the system catches the mismatch early instead of letting it slip through unnoticed.
A clean, focused screen that reconstructs what is actually happening today and tomorrow across all your separate tools. Built for duty managers and support staff who need an immediate, trustworthy picture of active work without opening ten browser tabs.
Small, purpose-built connectors and browser sidecars that work directly with your existing software and partner portals. You get relief from repetitive data entry without replacing the core systems your business relies on.
Everything runs inside your own accounts, databases, and local infrastructure.
We don't build sprawling, multi-month software platforms that disrupt the office. We build the smallest layer that takes the weight off your team.
Custom tools depend entirely on your specific software, partner portals, and daily edge cases. Every project starts with a conversation to understand how the work actually happens.