Contextual AI overlays for software development and industrial field work. Not another screen to stare at—intelligence projected into your line of sight, exactly when you need it.
Software developers context-switch between terminals, browsers, docs, and chat hundreds of times a day. Field workers juggle paper checklists, radios, and phone cameras while their hands are full.
AI agents are getting powerful—but they still live behind a screen you have to look at. The information bottleneck isn't compute. It's the last two feet between the display and your eyes.
SandoLens closes that gap. AI overlays projected into your field of vision, driven by agents that already understand your work.
Your AI coding agent, visible at a glance. Build status, agent progress, voice commands—always in your peripheral vision.
See what your AI agents are doing without switching windows. Current task, file changes, blockers — glanceable in your peripheral vision.
Speak naturally. On-device whisper transcription feeds directly into your active coding agent. No typing, no context switch.
CI/CD pipeline status, test results, and deployment confirmations appear as ambient overlays. Green means go.
Branch status, merge conflicts, review requests — the information you check 50 times a day, now always visible.
When the system detects you're stuck — circling the same files, re-reading docs — it surfaces contextual hints before you have to ask.
Hands-free AI for construction, maintenance, and industrial field work. Because you can't automate a plumber from a data center.
Safety inspections and task sequences projected into view. Check off items with voice commands. Compliance documentation auto-generated.
Point your camera at a component. AI identifies the part, pulls up specs, installation guides, and compatible replacements in real-time.
Real-time speech translation for multilingual job sites. Spoken instructions transcribed and translated, displayed as subtitles in your field of view.
Camera-based dimension estimation overlaid on what you see. Measure openings, verify clearances, check level — no tape measure needed for quick checks.
An off-site specialist sees exactly what you see through the glasses camera. They annotate your view in real-time. Like screen-sharing for the physical world.
Continuous photo capture with GPS, timestamp, and task context. Insurance compliance, progress reports, and incident documentation happen automatically.
SandoLens isn't a mockup. It's the visual layer on top of an existing AI agent orchestration platform already tracking code changes, routing tasks, and managing multi-agent workflows.
Every agent action, file change, and voice command is logged as an immutable event. Full audit trail, complete reproducibility.
Claude, Gemini, Codex, and local models work in parallel via git worktrees. The orchestrator routes tasks to the right model for the job.
Voice transcription, file watching, and the bridge daemon all run locally. Your code never leaves your machine unless you want it to.
As AI agents eat more software engineering work, physical-world applications become a moat. You can't automate a plumber from a data center. You can't optimize a construction site from a laptop.
The companies that win in AR won't be the ones building better displays. They'll be the ones building better intelligence behind the display—agents that understand context, track state, and surface the right information at the right moment.
We've already built the agent infrastructure: multi-model orchestration, event-sourced activity tracking, voice pipelines, CRDT-based file versioning. SandoLens is the visual projection layer on top of that foundation.
The screen was never the product. The understanding was. SandoLens just removes the screen from the equation.
Taylor Sando brings 10+ years spanning HCI research, full-stack product engineering, and AI agent infrastructure. Former lead engineer at SkipTheDishes (acquired by JustEat) and CTO of a regulated fintech. Currently building the agent orchestration platform that SandoLens is built on.
Looking for partners and investors who see the convergence of AI agents and augmented reality as the next interface paradigm.
consulting@taylorsando.com