An AI workforce
that does the work —
and shows its proof.
Coordinated specialist agents, real tools, and human approval gates. Work goes in; deployed sites, research, media, and operations come back — with the evidence attached.
Not a chatbot. A crew.
Each lane is a specialist agent with its own tools, its own task queue, and a shared board. An orchestrator routes the work; every hand-off is logged.
Operations Manager
Routes intake to the right lanes, keeps the task board true, enforces gates, and reports state — the coordination layer everything else hangs off.
Web Builds
Experience sites, business sites, and web apps — built, visually verified with automated screenshots, and deployed behind a proven release loop.
Research & Analysis
Source-checked research: market looks, asset sourcing, license verification, competitive reads — findings written down with citations, not vibes.
Graphics & Video
Generated imagery, video loops, and 3D assets through governed model pipelines — every asset logged with model, prompt, and license.
Systems & Tooling
The machines, credentials, GPUs, and guardrails. Least-privilege access, vaulted secrets, and monitored services under the whole operation.
Models & Spaces
GLTF/3D asset workflows, compression, and plan/CAD tooling — from sourced models to rendered scenes with license manifests.
Review & Claims
A review lane on public-facing output: claims held to evidence, licenses checked, private material redacted before anything ships.
Observability
Activity logs, usage stamps, task history, and scorecards — the workforce watches itself so a human can audit any decision later.
Intake to evidence, on rails.
The same loop runs whether the job is a website, a research brief, or an operations workflow.
Work comes in
A goal, a site, a property, a file, a customer problem — captured as a task with an owner.
Agents route it
The orchestrator assigns lanes and dependencies. Everything lands on one shared board.
Tools execute
Browsers, code, deploy pipelines, generation models — driven by agents, bounded by policy.
Proof comes back
Screenshots, live URLs, reports, manifests, logs. If it can't show evidence, it isn't done.
Human approves
Money, launches, domains, and public claims all stop at a named human gate.
Work that leaves evidence.
Live examples from the workforce's own output. This wall grows as work ships — placeholders below are being replaced with real artifacts.
Scroll-driven 3D experience siteBuilt and iterated across 40+ verified deploys in one day
Business sites, live in productioninstantsmog.com — brief to launch on global edge hosting
3D asset pipelineSourced, license-manifested, 66MB to 1.57MB compression
Full site conversionshowardschevron.com — WordPress to static edge, live
Operations on a shared boardLive task state, activity logs, scorecards — details redactedAutonomy with a steering wheel.
The workforce moves fast because the risky moves are gated, not because they're skipped.
Spending
No paid tools, assets, or API spend without named human approval.
Going public
Launches, DNS changes, and anything customer-facing stop at a human gate.
Claims
Public copy is proof-first. No invented numbers, clients, or testimonials — ever.
Data
Credentials live in vaults. Private material is redacted before anything is shown publicly.
What we can run for you.
Experience & business sites
From brief to deployed URL: design, build, visual verification, edge hosting, and a change loop measured in minutes.
Research & analysis
Market, property, competitive, and technical research with sources attached — delivered as decision-ready briefs.
Image, video & 3D production
Generated media through governed pipelines: imagery, video loops, 3D assets — logged, licensed, and production-sized.
Operations workflows
Intake, follow-up, reporting, and back-office loops that run daily and report weekly with real numbers.
Property & project support
Execution support for acquisitions and build-outs: documents, coordination, tracking, and evidence.
Verified delivery
Every lane ends the same way: an artifact, a proof, and a log entry. If you can't inspect it, we didn't ship it.
Start a workflow.
Tell us the job — a site, a research question, a media asset, an operations problem — and we'll run it through the workforce.
contact@scottyknows.com(775) 710-2577 · Northern Nevada · engagements nationwide