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In-house R&D

One director.Five agents.In concert.

Beside the director, five agents handle the repeating work. From the moment an inquiry arrives to final delivery — at every step the director decides, and AI assists. Humans design. AI realizes.

AI Collaborators

One director, five AI hands beside them.

We split the way an 8-year ad-agency creative director thinks into five distinct roles. Each AI focuses on the one thing it does well, and hands the result cleanly to the next.

  1. 01

    Creative Director

    Creative Director

    Sets the direction and conducts the other four AIs.

  2. 02

    Scene Designer

    Scene Designer

    Breaks the story into scenes and cuts, and designs the editorial rhythm.

  3. 03

    Prompt Engineer

    Prompt Engineer

    Translates each cut into a language the generative models understand.

  4. 04

    Generator

    Generator

    Turns validated specs into actual images and footage.

  5. 05

    Quality Critic

    Quality Critic

    Scores results on four axes and saves the data for next time.

Hybrid workflow

Quoting · planning · operations — assisting the agency end-to-end.

From intake to brief synthesis, quoting, QC, and retro — AI assists the director's decisions across seven steps. Every external send is made by a human.

01

Brief decode

Pulls the seven essentials from the client brief — background, objective, target, message, must-haves, tone, and deliverable specs.

AI · human review

02

Reference curation

Finds analogous projects in our internal database and recommends one or two style cartridges with rationale.

AI auto

03

Moodboard draft

The seven dimensions that shape a film — style, prompt DNA, camera rules, QC standards, asset spec, tone, emotional arc. Aligned to the director's intent, AI synthesizes all seven into a draft; the director reviews and refines it into a finished board.

AI · director approval

04

Brief synthesis

Executive Summary · Concept · Tone & Manner · Treatment · Reference · Schedule · Budget — AI auto-writes all seven pre-production sections. AI estimates and human-fixed values sit in two clearly separated columns, so what is editable is visible at a glance.

AI · human-fixed

05

Quote

A rule engine drafts a first quote from work-type, duration, and complexity, cross-checked against analogous cases.

Engine · human-final

06

Founder review → send

Brief, moodboard, quote, and email draft arrive bundled. After review and edit, a person sends — always.

Always human

07

Production · QC · retro

Our designers and animators run production. QC scores four axes — tone, character, emotional arc, coverage. Every result becomes data for the next case.

Human · AI-assisted

AI vs Human

Who does what, at a glance.

The hybrid works because every step labels who ends and who begins.

PhaseAIHuman
Reference curationAuto search · sortFinal selection
Moodboard draftAuto-synthesize 7 dimensionsDirector review · approval
BriefAuto-write 7 sectionsConcept · strategy lock
QuoteData-driven estimateFinal price
Email sendDrafts onlyAlways sent by a person
ProductionParallelize the repetitiveDirector-led decisions
Quality checkAuto-check CD checklistPass/reject verdict

Design Cartridge System

Ten aesthetic flavors, pre-tuned.

Eight years of ADRM's production craft, systematized into ten flavors. Each cartridge bakes in tone, look, camera rules, forbidden elements, and QC standards — so when a designer picks a flavor, the system lays out the corresponding design context. Designers don't restart from scratch; their judgment goes into the deeper calls.

Cinematic01
Commercial Shoot02
Clean Minimal03
Motion Graphics04
3D Product05
Fashion06
Kawaii07
Anime08
Documentary09
Retro10

Data flywheel

A system that compounds with data.

Every project metadata — cartridge picks, moodboard syntheses, QC scores, rejection notes, time-on-task — auto-archives into the system. Each retrospective lifts the accuracy of the next project, and the system grows more precise. Driven by data, sharpened by time.

Vision Flow Harness v2.7 · Moodboard Schema v1.3 — public spec coming later.