UPUnshackled PursuitAI systems & product studioStart a conversation

Independent studio · Select engagements

Turn ambiguous work into useful AI systems.

I design and build AI-enabled workflows, knowledge systems, and products that people can understand, evaluate, and own.

Working modelHuman-owned
Start withThe real operating problem
SourcesRulesModelsTools
Finish withA useful, reviewable result
Evidence visible Approval explicit Failure recoverable
Studio / 2026Scroll to explore
07Current App Store listings
368Recorded ASR evaluation sessions
06Selected evidence-backed cases

Claims are scoped to the artifact and proof available. No inflated scale, adoption, or autonomy language.

Proof across the full path—from messy input to working artifact.

These cases show how product judgment, AI architecture, source discipline, and evaluation come together. Each one states what exists and where the evidence stops.

Product system · capture + contextShipped product

Fleeting Thoughts

A shipped, cross-device product and surrounding workflow that turns low-friction capture into durable, user-owned context for people and the agents they choose.

Current App Store listingRead case
AI operations · orchestration + controlBuilt system

Trust-aware agent operations

A versioned operating architecture for routing work across models, tools, knowledge sources, and devices without hiding the moments that still require human judgment.

Versioned operations artifactsRead case
Knowledge operations · research + provenanceBuilt system

SOURCEHUB

A source-and-routing system for Apple and spatial development that distinguishes authority, experiments, and real build evidence before information reaches product work.

Evidence-tiered knowledge workflowRead case
Applied ML · evaluation + rolloutTested workflow

ASR evaluation → product

A recorded speech-recognition comparison used a Mac and DGX Spark as complementary tools, then carried the selected approach into UtterFlow and AirSticky with build verification.

368 recorded sessionsRead case
Field product · domain translationShipped product

FieldStack

An iPhone-first workspace that keeps a complete construction plan set intact while letting a person assemble the drawings, checks, and notes needed for the work in front of them.

Current App Store listingRead case
Decision product · data + learningDeployed surface

On the Books

A deployed web surface and broader product system exploring job-call intelligence, comparison tools, recurring source workflows, alerts, and structured learning paths.

Reachable web productRead case

Focused help where AI meets real operations.

Bring a workflow, product idea, source problem, or model decision. The engagement starts by making the actual constraint visible—not by forcing a generic AI layer onto it.

01

AI workflow architecture

Map the decisions, knowledge, tools, and approval points inside a messy workflow—then design a bounded system people can actually own.

Agent rolesHuman reviewTool routing
02

Knowledge & retrieval systems

Turn scattered documents and source material into governed context with clear authority, provenance, retrieval paths, and acceptance rules.

RAGSource governanceEvaluation
03

AI-enabled product prototypes

Move from an ambiguous idea to a working web or Apple-platform artifact with the problem, constraints, evidence, and next decision visible.

DiscoveryPrototypeProduct delivery
04

Local & hybrid AI evaluation

Compare where models and workloads belong across local, cloud, and dedicated compute—using a real task and an explicit test instead of a tool preference.

Local modelsRuntime tradeoffsProof

One bounded problem. One reviewable decision.

01 Diagnostic02 Working artifact03 Evidence + next move
Scope a first engagement

Products are where the operating ideas get tested.

A working line of Apple-platform products and focused tools. Current App Store titles are separated from work still in development.

FieldStack icon
On the App Store

FieldStack

The plans you need. One field board.

FieldStack is an iPhone-first workspace for large construction PDFs. Read the complete plan set, stack the relevant sheets into one zoomable board, search the drawings, and add structured field checks and notes without changing the source files.

Farframe icon
On the App Store

Farframe

Play at home.

Stream your PS5 on your home network with a native visionOS player and compatible controller support.

On the App Store

UtterFlow

Voice, live captions, and Persona—together. No external mic needed.

Speak naturally and UtterFlow turns your words into readable spatial captions beside your live Persona. Place captions above, below, or over the presenter; match the surface to your scene; then teach, demo, review, or think out loud alongside any other app.

Fleeting Thoughts icon
On the App Store

Fleeting Thoughts

Private capture for the agent era.

Capture a thought by voice, text, or photo on iPhone, Apple Watch, or Mac. On the Mac, talk instead of typing — your words land right where your cursor is, in any app. Everything saves as plain Markdown in folders you control, structured so your own AI agents can read it. No account, no cloud we own, no tracking. The more you capture, the more your local agents understand you.

Vellora Archive icon
On the App Store

Vellora Archive

Your living library

Vellora turns files you already own into a private reading and listening library. Import PDFs, web articles, pasted text, and owned audio files; keep the original source; listen offline; follow along with chapters and transcripts; and save notes, quotes, and bookmarks back to the book.

On the App Store

Spatialis

Create in every dimension

Draw in three dimensions on Apple Vision Pro with 37 brushes, 8 materials, layers, and symmetry. Sketch with your hands or your eyes, then export your creations as USDZ models — all fully on device.

On the App Store

WaypointHub

Your spatial link launcher

Save links, organize them into constellation workflows, and launch everything with a single tap. On Apple Vision Pro, your portals appear as glowing orbs floating in your space.

On the App Store

Drift Orbs

A calm focus timer for Apple Vision Pro

Choose your duration. Twenty luminous orbs orbit gently in your space. Each minute, one rises and dissolves with a soft chime. When the last orb leaves, your session is complete — you never look at a clock.

AirSticky icon
On the App Store

AirSticky

Spatial sticky notes with voice

Capture quick notes by voice or text and pin them anywhere in your space on Apple Vision Pro. Your thoughts stay exactly where you left them — on the wall, the desk, beside the window.

Raindrops: Living Music icon
In development

Raindrops: Living Music

Every note creates a ripple

Sweep across seven luminous water strings. Each note falls as rain, spreads through the basin, and helps grow a living musical watershed that remembers how you played.

Worldline Arc product previewIn development

Worldline Arc

Spatial Story Engine

Worldline Arc turns Earth into a source-backed spatial story engine for visionOS. Stand beside a living globe, move through time, follow narrated journeys, and inspect the maps, sources, and context behind each story.

SpatialTrace icon
In development

SpatialTrace

Make anything traceable

SpatialTrace is a native Apple Vision Pro workspace for isolating one or more subjects from an image, refining them into clear outlines, setting an intended physical size, and placing the guide on a real surface. The development build now includes ARKit plane placement and a saved WorldAnchor lock-and-recovery path; true-scale accuracy, drift, occlusion, and relaunch reliability remain pending physical-headset validation.

O
In development

On the Books: Job Calls

Union work, pay, and travel

On the Books brings public job calls, wages, schedules, per diem, local context, road math, and field tools into one practical iPhone app for traveling electricians.

Evidence is part of the product.

The goal is a useful system with visible assumptions and clear ownership—not a polished demo that becomes impossible to trust.

  1. 01

    Discover

    Define the operating problem, people, sources, constraints, and decision that matters.

  2. 02

    Structure

    Choose what should be deterministic, model-assisted, human-owned, or deliberately left alone.

  3. 03

    Build

    Create the smallest complete artifact that can live inside the real workflow.

  4. 04

    Evaluate

    Test useful behavior, document failure and intervention, and decide what deserves to continue.

Build with the constraints in view.

  • Separate authoritative sources from generated output
  • Match the model and tool to the task
  • Make human approval and recovery explicit
  • Measure the useful behavior before scaling it

Have a workflow worth untangling?

I'm opening a small number of focused AI systems and product engagements. Tell me what is messy, what is at stake, and what a useful first result would look like.

support@unshackledpursuit.com