Field Capture
Photos, voice notes, forms, and operational events captured where the work happens.
Gregory Stoltz
Practical AI systems for real-world businesses.
Systems builder. Technology generalist. AI automation architect.
Greg helps small and mid-sized businesses replace paper, memory, scattered messages, and manual coordination with structured workflows, automation, and AI systems that remain understandable and controllable.
He has spent decades building systems that survive real operating conditions, from early Internet infrastructure to mobile field tools and AI-assisted workflows.
inputpaper / memory / field notes
processworkflow / audit trail / sync
outputrecords / summaries / decisions
Operational reality
Multi-channel ingestion pipeline to make reality operational.
Modern businesses are drowning in fragmented operational context: photos in text messages, voice notes in WhatsApp, undocumented field knowledge, PDFs nobody can search, and decisions buried in threads.
Greg builds local-first operational AI systems that ingest operational reality from multiple channels and transform it into structured, searchable, actionable awareness.
Semantic Processing
OCR, transcription, tagging, summarization, embeddings, and retrieval layered onto raw operational artifacts.
Operational Awareness
Searchable records, summaries, dashboards, continuity, and organizational memory that survive turnover and chaos.
Your operational reality should not disappear into black-box cloud systems.
The right infrastructure keeps raw artifacts, derived context, and publication decisions understandable, replayable, and under local control.
A public home for working tools
A real home for practical systems.
This domain is more than a personal homepage. It is the public front door for practical tools, experiments, and working systems built around real operational needs.
Some tools live on subdomains. The root site exists to make the domain intentional, accountable, and understandable without exposing private client systems or internal infrastructure.
What the work is about
Replace guesswork with systems
Turn scattered field notes, texts, spreadsheets, and memory into records people can search, audit, and use.
Automation without losing control
Use AI and scripts to reduce repetitive work while keeping the process understandable.
From field chaos to intelligent workflows
Design tools that survive spotty connectivity, messy handoffs, and real operating conditions.
Explore the work
Start with the practical systems, then follow the philosophy behind them.
Built in the field first
The best systems do not start in conference rooms. They start with a real problem, under real pressure.
The current work begins by solving operational friction directly: field capture, shift notes, quality checks, site knowledge, supply signals, and daily reporting. Once a tool proves useful in live work, it can become a repeatable system. Once the pattern is proven across enough sites, it can become a model for the wider service industry.
That is the path: solve the real problem first, then let the system grow from evidence.
If it does not work in the real world, it does not count.
Working systems matter more than demos, slide decks, and buzzwords. Good tools should make work clearer, not bury it under another layer of software.
Not another chatbot. Not another SaaS dashboard.
A private operational intelligence system built around the reality your organization already produces every day.