Witness Labs — the prompt-engineering workstation for visual professionals.

[ WITNESS_LABS // CREATIVE PROMPT WORKSTATION ]
REF. MAN. v1.0.1 · DATE: 2026-07-17 · ID: WL-ALPHA-01
// SYSTEM_ONLINE

Design with intent.
Not chance.

Every world begins with a decision. Don’t leave yours to chance. Witness Labs gives you complete creative control to shape ideas with precision, direct every visual choice, and engineer extraordinary worlds before the first image is ever generated.

Launch free → Request early access → See the prompt engines in action
◆ NEW Fashion · Character · Mecha Director + the Gallery →
// DIRECTOR_CONSOLE — MASTER CONTROL
0.5m∞
Focal
50 mm
Aperture
f/2.8
Body
ARRI ALEXA
EARLY_ACCESS // COHORT_01 OPEN — First 100 get +100 bonus credits →
// 03_ENGINES

One workstation. Every vertical.

A single polymorphic console reconfigures to the DNA of any field. Watch it cycle — or pick a domain.

// AUTO
// TERMINAL_OUTPUT
operator@witness:~$ running synth_engine.exe
// 03B_NEURAL_LINK

An AI that turns the knobs.

// NEURAL_LINK — CO-PILOTSTATE-AWARE
AI /pEXEC /mEXEC /arEXEC /genEXEC /clearEXEC
neural_link:~$
// CO-PILOT

Neural Link

Not a chatbot — an engine operator. Speak plainly and it manipulates the workstation state directly: sets modes, injects brand DNA, tunes parameters, fires the render.

  • Natural language → workstation actions
  • Slash terminal — /p /m /ar /gen /clear
  • Zero-shot brand DNA profiling
  • State-aware, one command at a time
// 03C_VISUAL_DNA

Reverse-engineer any image.

// FLASH_ENGINE

Image → Prompt Extraction

Drop a reference you love. The Flash engine scans it and reverse-engineers the full prompt configuration — every axis, structured and editable.

  • Visual DNA extraction from any image
  • Structured fields: subject · style · lighting · camera · environment · logic gate
  • One-click re-inject into the workstation
// VISUAL_DNA — EXTRACTIONSCANNING
DNA_LOCKED ✓ · MATCH 98%
// 04_THE_ATELIER

You don't prompt the Atelier. You consult it.

Three masters interrogate the idea, argue real alternatives, and lock every decision into a spine the model cannot drift from.

// PROJECT_SPINE
Locked
Must be preserved
Cab-rearward proportion 85mm lens family Warm key / cool rim
Active
In play
Surfacing language Rear graphic treatment
Conflict
Must be resolved
Feasibility vs. stance
Rejected
Must never re-enter
Generic EV face Arbitrary light bar
Injected into every call. Locked decisions survive. Rejected ones never come back.
M01
▲

AUTOCRAFT

Form & design logic — proportion, package, surfacing, brand DNA, feasibility.
  • Diagnose Proportion
  • Create 3 Architectures
  • Resolve Brand DNA
  • Production Reality Check
  • Remove Clichés
SEALS: FORM COVENANT
M02
◐

LUMEN

Light & camera — lens, lighting hierarchy, material response, plausibility.
  • Find Hero View
  • Build Lighting Logic
  • Create 7-Shot Story
  • Check Material Readability
  • Fix Physical Plausibility
SEALS: IMAGE TESTAMENT
M03
◼

SIGMA

Production — prompt purification, model translation, risk audit, Poster Forge.
  • Purify Prompt
  • Translate Model
  • Build Reference Plan
  • Detect Prompt Conflicts
  • Open Poster Forge
SEALS: MANIFEST
Choose Push Further Make Practical Show Opposite
Never one answer. Always a position you can argue with.
01

▲ FORM COVENANT

Form, proportion and feasibility are locked.

02

◐ IMAGE TESTAMENT

Camera, light and material behaviour are set.

03

◼ MANIFEST

Purified, model-ready, conflicts flagged.

04

APPLY

Written straight back into the workstation.

Protected fields survive every pass — Lumen cannot undo Autocraft's locked form.
Domains
7
automotive · industrial · architecture · interior · fashion · character · anime
Modes
5
consult · critique · develop · resolve · transform
Depth
2
FAST · DEEP

FAST reasoning — from THE_OPERATOR ($5 / ₹299).

DEEP reasoning — from THE_ARCHITECT ($17 / ₹799). Unlimited on THE_STUDIO.

// 05_TOOLKIT

Built for absolute control.

01

Style DNA System

50+ curated styles, each auto-tuning your Midjourney params and negative prompt to its aesthetic sweet spot.

Auto-Sync
02

Neural Refiner

Expand a rough idea into a high-fidelity manifest, or distill it into a dense, high-impact token list.

Expand · Distill
03

Neural Link Co-Pilot

A state-aware agent that doesn't just chat — it operates the workstation, turning the knobs for you.

Slash Commands
04

Reproducible Seeds

Lock a seed, lock the segments you love, and re-roll only the rest. A slot machine becomes a tool.

Seed · Lock
05

Ship Anywhere

One prompt, formatted on demand for Midjourney, Gemini, SDXL or Flux — params and negatives handled.

4 Targets
06

The Vault (Operator)

Every generation stored in a persistent cloud vault. Re-inject any visual signature with one click.

Cloud History
// 06_SEQUENCE

From idea to manifest in four moves.

01

Initialize

Pick an engine that matches your field. The workstation reconfigures its logic.

02

Inject DNA

Choose a style. Params and tokens snap to its aesthetic automatically.

03

Refine

Expand for depth or distill for precision. Tune stylize, chaos, weird.

04

Synthesize

Copy to your model of choice — or generate inline and log it to the Vault.

// EARLY_ACCESS

New engines drop regularly.

Get them — and Pro previews — before anyone else.

Or tell us your discipline → and jump the queue for Cohort 01.
// 08_MANUAL

Operator questions.

Which models does it support? +
Prompts are engineered for Midjourney (v7/v8), and can be reformatted for Gemini, SDXL and Flux. Inline Flash generation runs on three engines you pick per render — Nano Banana (Gemini 2.5, 4 cr/img, all plans), Nano Banana 2 (Gemini 3.1, 6 cr/img, Operator+) and GPT-Image-2 (OpenAI, 12 cr/img, Architect+).
Do I need my own API key? +
No — the free Explorer tier gives you 50 credits on signup to try every mode. Paid plans unlock unlimited high-speed access and higher-fidelity models.
Is my work private? +
Your Vault is scoped to your account with row-level security. Only you can read your generations and history.
Can I cancel anytime? +
Yes. Pro is month-to-month; downgrade to the free tier whenever you like and keep your Vault.
What is the Inner Atelier? +
A deeper workspace inside the workstation. Three masters — Autocraft (form), Lumen (light and camera) and Sigma (production) — interrogate your brief, offer real alternatives instead of one answer, and lock every decision into a spine of locked, active, conflicting and rejected calls. That spine is injected into every model call, so the result cannot drift or re-suggest what you already rejected. Each master seals an artifact that hands over to the next, and the final manifest is applied straight back into your workstation.
What is the difference between FAST and DEEP reasoning? +
FAST gives you quick diagnosis and directions, and is included from THE_OPERATOR. DEEP runs a longer, more rigorous reasoning pass for harder problems — 60 sessions a month on THE_ARCHITECT, and unlimited on THE_STUDIO.
// SYNTHESIS_READY

Initialize the workstation.

Visual synthesis. Absolute control. Start free in seconds.

Launch free →