Internal Go-Forward Strategy · v2 Progress Report

M Hudson StudioGo-Forward Rollout Plan

Version v2 · Post-Kickoff From Jonathan · Fractional AI Architect/Director (aiChemist) Audience Internal — Matt + Carlos + Jonathan Date 2026-06-21
Engagement — Closed-Won & Live

5 of 6 decisions confirmed on the 6/19 kickoff. The contract is closed (first monthly payment 6/19) and work is underway. What follows is the settled plan as facts, not hypotheses — with three alignment items that still need a quick confirm before the next build gate.

Carlos builds the worlds; Jonathan builds the machine that turns those worlds into a repeatable, branded client experience. The seam held: Carlos owns the studio's Synology hub and on-site capture; Jonathan owns the white-label AI concept tool. Three open threads remain — all about how, not whether.
5
Confirmed
3
Open Threads
Won
Contract
Nov 1
Launch Target
83% of the v1 decision set is resolved. Three remaining answers unblock the next build phase.
01 · Where We Stand

From hypotheses to a working plan

The kickoff converted the v1 baseline into commitments. The engagement is closed-won, month-to-month, and active. Five of the six open decisions are settled; everything below is now the operating plan. The remaining three items are delivery-alignment choices — they refine execution, they do not gate the relationship.

Jonathan is across the pipeline (Lane C — AI orchestration and the white-label concept tool). Carlos is inside the 3D craft (Lane B — capture, splat training, TwinMotion/Unreal execution, and the studio's Synology hub). The seam — Carlos stages output, Jonathan ingests — is confirmed.
02 · Confirmed Decisions

Five settled, on the record

Each card is a decision from the v1 alignment set, now confirmed live. Four matched the recommendation; one diverged toward a clearer target. All are facts going forward.

Resolved
D1 · Role Boundary

The bright line holds

Carlos owns the Synology hub, on-site install, and splat training. Jonathan owns the white-label AI concept tool (client self-drives via login). Carlos walks Jonathan through the pipeline phases, handoffs, and formats. No overlap by construction.

Resolved
D4 · Sequencing

AI pulled forward

Confirmed: site capture → AI concepts → SketchUp/TwinMotion rebuild → TwinMotion presenter EXE → Unreal finale. AI-concepts now run as an immediate parallel track — stood up as a standalone, not waiting on splatting.

Resolved
D5 · AI-Concepts Ownership

White-label, client-driven

Jonathan owns the browser-based generation tool; the client self-drives via login to explore design directions. Carlos executes the chosen direction downstream in TwinMotion/Unreal. Concepts feed upstream of 3D, no overlap.

Resolved
D6 · Cadence

Weekly rhythm, month-to-month

All-in, month-to-month (closed-won). Weekly Thursday 3:00 PM ET recurring from 7/16; interim syncs 6/26, 7/2, 7/7. Comms run in a Google Chat "immersive design meeting" space.

Diverged — Clear
D2 · Output Staging

Drive now → Synology NAS

Interim staging on Matt's Google Drive, then handed to Carlos's Synology NAS (in-house hub, ~20→40TB, Cloud CoWork sync). Satisfies the "in-house control" intent via the studio's Synology rather than a separate Matt server.

Resolved
Contract

Closed-won & live

First monthly payment received 6/19. Terms unchanged: $10,900/mo, month-to-month, 90/10 (immersive-studio workflow / core-firm ops automation). The engagement is active.

03 · Role Lanes

The confirmed split

The proposed boundary became the operating boundary. Each lane now carries its real ownership scope as captured on the call.

Lane B · In-Room Operator
Carlos
  • Synology NAS hub + on-site install
  • Reality capture (Post Shot in-house)
  • Gaussian-splat model training
  • TwinMotion / Unreal execution + QC
  • Walks Jonathan through pipeline handoffs/formats
Lane C · Fractional AI Architect
Jonathan
  • White-label AI concept tool (client self-drives via login)
  • Inputs → ops → outputs pipeline orchestration
  • Cloud CoWork automation layer
  • The layer that stays aware end to end
The seam — confirmed: Carlos stages output samples → Jonathan ingests them into the pipeline and the client-facing tool. One handoff, no overlap.
Confirmed role lanes — where the two tracks meet
Lane C - JonathanLane B - Carlosstages output samplesJonathan ingestsReality capturePost ShotSplat trainingTwinMotion / UnrealSynology NAS hubWhite-labelAI concept toolPipeline orchestrationCloud CoWork automationThe Seam
04 · Output Staging

The corrected staging flow

The one decision that diverged from the v1 recommendation, now settled with a clearer target: interim Drive, then the studio's Synology NAS as the in-house hub, with Cloud CoWork sync.

Output staging — Google Drive (interim) → Synology NAS (in-house hub) + Cloud CoWork
handed to CarlosGoogle Driveinterim stagingSynology NASin-house hub 20-40TBCloud CoWork syncPipeline + AI tool
05 · The Pipeline

Confirmed order, AI pulled forward

Sequencing is settled with AI-concepts elevated to an immediate parallel track. The full chain runs from site capture through the Unreal finale.

Confirmed pipeline — capture → AI concepts (pulled forward) → TwinMotion → Unreal
parallel trackSite captureAI conceptspulled forwardSketchUp /TwinMotion rebuildTwinMotionpresenter EXEUnreal finale
06 · Settled Facts

New on the call, now locked

Beyond the six v1 decisions, the kickoff settled the tool stack, the capture approach, and the go-to-market track. These are operating facts.

AreaSettled position
Tool stackTwinMotion for live dev (presenter-mode EXE with WASD for clients) + Unreal for the cinematic finale. Lumion demoted to in-house render source only.
Reality capturePost Shot in-house on the new Threadripper + RTX-6000 (96GB) workstation (arrives Mon); Lixel scanner delayed. Format VZ → OBJ/FBX mesh; splat→mesh can serve as terrain.
ContractClosed-won. First monthly payment 6/19 via the aiChemist checkout. Month-to-month, $10,900/mo, 90/10.
Beta migrationThe team is moving the two larger beta projects from SketchUp/Lumion to SketchUp/TwinMotion.
MarketingThe studio's marketing director produces videos (Synthesia) from project assets toward the Aug-1 sell start.
07 · Timeline

The confirmed runway

Milestones concretized on the call, anchored by the weekly Thursday rhythm and the studio's go-to-market dates.

Confirmed timeline — 7/7 show-and-tell → mid-Aug demo → Aug-1 sell start → mid-Oct deal → Nov-1 launch
Jun 28Jul 05Jul 12Jul 19Jul 26Aug 02Aug 09Aug 16Aug 23Aug 30Sep 06Sep 13Sep 20Sep 27Oct 04Oct 11Oct 18Oct 25Nov 01AI concept track (parallel) Interim syncs (6/26, 7/2, 7/7) Reality capture + splat training Show-and-tell Weekly Thursday 3pm ET Sell start (marketing) Compelling demo (mid-Aug) First real deal (mid-Oct) Grand opening Capture & ConceptsCadenceMilestonesGo-Forward Rollout - confirmed timeline
Milestones: 7/7 show-and-tell · mid-August compelling demo · late-August prototypes · Aug-1 sell start (marketing videos) · mid-October first real deal · November 1 grand opening. Interim syncs 6/26, 7/2, 7/7; weekly Thursday 3:00 PM ET recurring from 7/16.
08 · Open Threads

Three answers unblock the next gate

These are the only items still open. Each is a delivery-alignment choice with a recommended direction on the companion form. Answer all three and the next build phase clears.

Q1 · Beta project set

Name the three folders + confirm capture overlap

The structure changed on the call to three folders: one "simple AI-beta" (small property, AI tool only) plus two larger beta projects rebuilding into TwinMotion. We need the folder names and one clarification: are the two larger betas the same projects as the 6/25 site-inventory capture, or different?

Why it matters: this unblocks the AI-concept work. Folders due ~6/26 via Google Drive + access.

Q2 · Premium image-model spend

Layer paid frontier models on the self-hosted baseline?

Carlos recommends paid frontier image models (plus panoramic 360) over the self-hosted SDXL baseline. The proposed posture: Carlos sets the server baseline; aiChemist layers premium stacks additively, per feature, billed as client pass-through where used.

Why it matters: it's a cost decision — we want explicit approval before wiring paid APIs into the concept tool.

Q3 · Cloud CoWork GPU automation timing

When to hand GPU orchestration to automation?

Carlos wants hands-on validation of the new RTX-6000 (Blackwell) card before handing GPU/VRAM orchestration to Jonathan's Cloud CoWork automation — "if it flows nice, then we go that route." The question is timing, not direction.

Why it matters: it sets whether the first splat-training benchmark gates the automation handoff.

How the three open threads resolve into the execution phase
Execution phaseMatt + Carlosv2 form(3 questions)Execution phaseMatt + Carlosv2 form(3 questions)Q1 beta folders + capture overlapQ2 premium model spendQ3 Cloud CoWork GPU timingfolders shared (~6/26) unblock AI workspend approved - paid models layer inbenchmark gates automation handoffnext build gate clears
09 · Confirm the Three

Three decisions, one short form

Down from six to three. The alignment form converts the open threads into a quick confirm-or-adjust pass — the recommended option is pre-highlighted on each. Pending input: Manus access + the three Drive folders, due ~6/26.

Confirm the three → Alignment form