Mid-Week Plan · 2026-05-21

M Hudson Studio — Production-Tech Plan and Path to First Flagship

The substantial mid-week plan committed on the 2026-05-15 call. Production-tech architecture, 30-60-90 build shape, budget envelope, the few decisions needed to lock the first 30 days.

From: Jonathan Gudger To: Matt Hudson Workspace: aiChemist Read time: ~12 minutes
Architecture locked. 10 decisions surfaced for your response — the input form is the response surface. Sprint sourcing ready to begin upon scope confirmation.

The decisions I need from you

Ten gating questions live in the Input Form. Partial answers unblock the build — any subset of responses moves Phase 1 forward. The three highest-leverage decisions:

Q4 · Forced choice (license correction)
Flux licensing path for commercial client work?
Path B — Flux.1-Pro API for Phase 1
Verification 2026-05-20 confirms Flux.1-dev is non-commercial under BFL's standard license. Three commercial-clear paths: A (BFL self-serve license, paid), B (Flux.1-Pro API, ~3× per-image cost vs local), C (Flux.1-schnell Apache-2.0, lower fidelity). Cleanest legal posture with same generation quality is Path B.
Q8 · Drives ±$5-15K in Phase 1 budget
UE5 cinematic fidelity option?
Option A — Full UE5 cinematic via partner
Four options laid out below. Option A ($8-15K Flagship sprint) hits the 98% photoreal you committed to on the call. Option C ($3-5K narrow SOW) is the credible fallback if you want UE5 as in-house capability over time.
Q10 · Protection against pre-call mental anchor
Scope-shift confirmation in writing?
Confirmed — proceed with shape described in this plan
The scope expanded materially on 2026-05-15 from Jeff's original "2D image-gen wedge" framing to the full production pipeline + fractional retainer. I want it in writing before W2. "Confirmed" by reply is enough; if anything is off, tell me before W2.
Open the Input Form (all 10 decisions) → Takes ~6 minutes. Partial answers welcome.

The 9-stage production pipeline

Your team's existing Lumion + LiDAR + SketchUp/Rhino feeds the pipeline at Stage 1. The integration layer (Stages 2-7), AI variant layer (Stage 5), and cinematic + show control (Stages 8-9) are net-new — operator-owned with a freelance UE5 partner for the cinematic finale.

Rendering pipeline diagram…
The linchpin: Lumion's "Additional Output" checkbox in Photo Mode exposes the Depth + Normal + Material ID passes. One client-side change, ~10% added render time, unlocks roughly half of the AI value-add downstream. Q1 of the Input Form confirms enablement.

W0-W8 Phase 1 build

Eight-week sprint. Day-30 mid-point: variant pipeline working end-to-end (drop a Lumion render in Syncthing → 4 on-brand variants in your portal in 20 minutes). W8: first real S1 session with a friendly UHNW pilot client.

Rendering W0-W8 gantt…
3
Critical gates
W4-5 semantic bridge · W7 dry-run · W8 UHNW reality
10
Step pre-flight
T-24h validator before any live session
≤ 2 min
Live-edit latency target
Family B Flux Kontext per W4 gate
< 30 min
Stage 0.5 Vibe Walk
Photo to walkable portal artifact

What's yours, what's net-new

Your firm already markets photorealistic 3D and LiDAR-driven precision (per mhudsondesign.com). The studio vision isn't 0→1 — it's level-up. Honoring existing capacity shrinks PDF 4's 7-9 freelance bench to 2 named outside contractors (UE5 generalist + sound designer per cinematic).

Already in-house · REUSED

  • SketchUp + base 3D modeling (you / draftsman)
  • Lumion rendering — already in portfolio
  • LiDAR + 360 photo capture — your associate
  • Construction management discipline
  • Visual taste + portfolio language — the substrate for the portfolio LoRA

Net-new this engagement

  • Gaussian splatting (Nerfstudio + PostShot)
  • AI variant pipeline (ComfyUI + Flux + ControlNet + LoRA)
  • UE5 cinematic + Path Tracing — freelance partner
  • Show control automation (OBS + Companion + Tailscale)
  • Client portal stack (Outline + Easy!Appointments + Umami)
  • Voice narration + sound design (Chatterbox / ElevenLabs + DaVinci)
  • Orchestration backbone (Windmill + NocoDB + Speckle + Syncthing)
  • Stage 0.5 Vibe Walk — pre-capture GTM lever
Existing-capacity dividend: PDF 2 estimated 222 man-hours for the Flagship Sample. Reframed: ~120-180 net-new hours, concentrated in the integration layer (~70-100 operator hours) and UE5 cinematic (~80-120 contractor hours). Total Phase-1 external spend (Option A baseline): ~$9-19K vs PDF 3's $99K alt or $288K full procurement budget.

Cinematic fidelity options

Your call said "98% real visual fidelity" for the narrated movie finale. UE5 Path Tracing is the only place in the validated stack where that ceiling is computed, not approximated. Four options trade fidelity against cost and operator-ramp risk.

Option C — Hybrid Lumen

Credible fallback · UE5 as in-house

90-93% photoreal
$3-5K narrow SOW
Lower steady-state cost
"Real-time cinematic" framing

Option B — AI-Composited

High-velocity MVP option

88-92% photoreal
$0 contractor
~$1-2K per cinematic
Temporal artifacts visible

Option D — Defer cinematic

Surfaced for transparency · not recommended

Still-gallery only
$0 Phase 1
Misses call commitment
Highest engagement-thesis risk

The 5-7% photoreal gap between best real-time engines and path-traced UE5 lives in glass+water reflections, subsurface scattering (backlit leaves, limestone, marble), volumetric atmospherics (god rays through palm canopies), and camera realism (depth-of-field, motion blur, lens distortion). To a $25M-house buyer these are not subtle differences. Sprint cost ($8-15K) is rounding error against $75K/yr builder membership × one closed builder.

Phase 1 budget envelope

Lean-OSS stack saves ~$5,500-6,200/yr in software vs PDF 3's $6,513 procurement, plus $899 one-time on show control. Net Phase-1 external spend lands at ~$9-19K all-in (Option A baseline) — recoups against any single closed builder.

Rendering cost composition…
PDF 3 line itemSubstituteAnnual Δ
D5 Render Pro ($360/yr)Drop — Lumion already in-house−$360
Luma AI Pro ($900/yr)Nerfstudio + PostShot ($0 software)−$900
Midjourney + Veras ($1,210/yr)ComfyUI + Flux + ControlNet + LoRA−$1,210
Resolume + DisplayFusion ($899 one-time)OBS + obs-websocket + Companion−$899 once
Monday.com ($684/yr)Keep for your client-team workflows; add Windmill + NocoDB layer underneath$0 net
Total recurring savings−$2,470/yr + $899 once
$300-500
Phase 1 software (one-time)
$0-25/mo
Fixed recurring (consultant infra)
$8-15K
UE5 contractor (Option A)
~$88-150/mo
Variable per active month
Cloud GPU + AI APIs · client-billable

What I'm tracking

Seven named risks with mitigations in place. R6 (Flux license) and R7 (scope-shift mental anchor) are the two new since 2026-05-20.

Rendering risk register…
RiskMitigationWhen I'll know
R1 · Portfolio LoRA quality regressionTrain at rank 16; 20-40 hand-picked images; regression test on held-out set; your verbal sign-offEnd of W1
R2 · Outline self-host needs SSO IdPValidate IdP availability in W0; static-site fallback (Hugo/Astro on Cloudflare Pages)W0 Q-list
R3 · AV vendor blocks Tailscale UDPQ-list to AV vendor W0; fallback ZeroTier/NetBird/RustDesk; local-only ultimate fallbackW0 Q-list
R4 · UE5 partner sourcing slipsUpwork brief in W0 not W2; 3 candidate interviews; ArchVizPRO Discord backupW2 SOW deadline
R5 · UHNW reality test (W8)You select friendly first pilot; 48-hr written incident logW8
R6 · Flux.1-dev non-commercial (new)Q4 forced choice with three commercial-clear paths; recommend Flux.1-Pro API for Phase 1Q4 answer
R7 · Scope-shift mental anchor (V12)Q10 written confirmation before W2 contractor SOW signsQ10 answer

Opportunity surfaces: productization rights retained (case-zero pattern reusable across non-competing geographies); Stage 0.5 Vibe Walk = differentiator no competing landscape studio has; existing-capacity dividend; your 30-year design taste encoded as portfolio LoRA = "they understand my aesthetic" before first session.

Stage 0.5 — pre-capture Vibe Walk

Approved 2026-05-17 as additive Phase-1 addendum. Converts a sales-call site photo + 3-sentence brief into a walkable portal artifact within 30 minutes for <$1.50 per walk.

Use caseTriggerTime-to-artifactCost
Prospect-to-builder pitchBuilder forwards UHNW site photo + brief30 min<$1
In-discovery aspiration captureLive call; prospect says "Tuscany meets coastal Florida"Within call~$1.25
Builder-membership renewal leverBuilder needs evidence of capabilityHalf day<$1 total
Brand-fidelity discipline: Marble has no LoRA surface but preserves source-image style — therefore feed Marble a Flux+LoRA-touched still (not a generic mood-board image). Marble becomes a style-amplifier, not a style-author. This is the single decision that makes Stage 0.5 defensible vs "any agency can run Marble." Fits inside W3 with no extension to the 8-week timeline.

If §1 matches what you remember from the call

I want to start W0 work this week. The first concrete thing I'll do is post the UE5 partner brief and begin the conversation with your render lead on Lumion Additional Output enablement.

Reply with as much or as little as you have time for. The 10 questions are designed so any subset of answers moves the build forward. The shape-confirmation (Q10) is the one I need most.