Behavioral Control Layer·R&D 2026

Same character.
Different signal.
Computed.

MoToMo is the deterministic character engine sitting between your script and your AI video model. We compute behavior, then translate it into cinematic prompts — the way a director would.

ENGINE
MoToMo-v4.2
MODE
DETERMINISTIC
OUTPUT
MODEL-AGNOSTIC
STATUS
ONLINE
00The Problem

AI video models can render anything — but they cannot remember who someone is. A character's loyalty, shame, or risk tolerance evaporates between beats. MoToMo makes them persist.

01The Pipeline

Five layers between an idea and a frame.

01
Character / SSV
Lock behavioral DNA
02
Narrative Beat
Define the scene state
03
Compute
Score every plausible action
04
Cinematic Translation
Emotion → camera
05
Prompt
Sora · LTX · Kling
VP · 01The Metabolic Engine

Defining the character DNA.

MoToMo locks the character's behavioral traits (SSV) so decisions stay consistent across the entire narrative — regardless of the scenario, the model, or the beat.

Loyalty 0.82 · Shame 0.88 · Risk 0.22
MoToMo · Studio
LIVE
VP · 02Action Ranking

Computed narrative probability.

The engine calculates the most plausible reaction in real time. Watch the 'Wife Message' (Scenario B) shift the logic from flirtation to confrontation — the same character, computed against a new signal.

change_subject → confront_married · ΔP = +0.32
MoToMo · Studio
LIVE
VP · 03Cinematic Translation

From emotion to camera specs.

We translate psychological pressure into technical cinematography. MoToMo computes lens choice, lighting treatment, and camera movement directly from the dramatic state of the beat.

ΔE −0.27 · ΔC −0.04 · ΔR +0.47 · ΔP +0.60
MoToMo · Studio
LIVE
VP · 04Prompt Structure

Model-agnostic performance directives.

Detailed performance and camera cues, ready for any AI video model — Sora, LTX, Kling. The creative vision is preserved through a deterministic prompting layer rather than improvised by the model.

Output → Sora · LTX · Kling · Runway
MoToMo · Studio
LIVE
06Manifesto

Generative video is not a camera. It is a slot machine — until something gives it a spine.

MoToMo is that spine. A deterministic engine that keeps a character consistent across cuts, models, and months of production. Built for studios that want narrative authorship back.

Studio Access · Limited Cohort

Bring deterministic characters into your pipeline.

We're onboarding a small group of studios and creators producing high quality AI video. If that's you, let's talk.

moshe@motomoai.com →Response within 48h