Video-to-3D character motion studio

For

Animation studios, game developers and independent creators producing 3D character motion

Solves

Motion capture needs suits, multi-camera stages or several disconnected tools, so small teams cannot turn ordinary video into usable character animation.

Delivers

Reviewed FBX animation and engine-ready character assets

Built in

about 6 weeks of creation time, MVP in 7 days

Investment

$14,500 for the MVP, $49,500 for the full product

Run it

Inside your business, or as part of your offer to clients

Reduce the cost and coordination of producing character animation from video.

1. Convert ordinary video recordings into animated 3D character motion.
2. Capture motion from a single camera without a mocap suit.
3. Capture facial expressions to drive character faces.
4. Capture whole-body movement for character animation.
5. Combine several cameras for higher-precision capture.
6. Capture motion live and show animation immediately.
7. Handle scenes with several people moving at once.
8. Process animation in the cloud for weaker devices.
9. Let teammates and clients work together from different places.
10. Set up characters and environments by dragging and dropping.
11. Export animation as FBX files for common 3D software.
12. Connect with game engines so animated models can be used directly.
13. Provide ready-made textured characters to animate.
14. Rig 3D models automatically without manual setup.
15. Blend multiple animation styles into new motion variations.
16. Shape the path a character moves along.
17. Generate character motion from written text descriptions.
18. Transform a recorded voice into a character's voice.
19. Apply a chosen visual style to scenes, from realistic to abstract.
20. Read fingerspelled letters from a camera and output text and speech.
21. Publish the underlying model so anyone can inspect or modify it.
22. Drive a physical android body with human-like muscles and joints.
23. Compare the reviewed result with the recorded baseline and value assumptions.
24. Capture corrections and named-owner approval before consequential use.
25. Export a versioned reviewed FBX animation and engine-ready character assets with source references and unresolved questions.

Everything these tools do, in one app

• Video to animation Turns ordinary video recordings into animated 3D character motion.Found in QuickMagic, Movmi, MOVE Ai and 1 more
• Single-camera capture Captures motion using just one camera, without a mocap suit.Found in Dollars MoCap, MOVE Ai, RADiCAL
• Facial motion capture Captures facial expressions to drive character faces.Found in Dollars MoCap, Storyteller AI
• Full-body capture Captures whole-body movement for character animation.Found in Dollars MoCap, QuickMagic, Storyteller AI
• Multi-camera capture Uses several cameras together for higher-precision motion capture.Found in MOVE Ai
• Real-time capture Captures motion live and shows animation immediately.Found in MOVE Ai, RADiCAL
• Multiple character support Handles scenes that contain several people moving at once.Found in Movmi
• Cloud processing Processes animation in the cloud so weaker devices can still produce results.Found in Movmi, RADiCAL
• Live collaboration Lets teammates or clients work together on the same project from different places.Found in RADiCAL
• Drag-and-drop setup Sets up characters and environments by dragging and dropping instead of coding.Found in RADiCAL
• FBX export Exports animation as FBX files for use in common 3D software.Found in QuickMagic, Movmi, MOTORICA
• Game engine integration Connects with game engines so animated models can be used directly in projects.Found in QuickMagic, Anything World
• Pre-made 3D characters Provides ready-made textured characters to animate without sourcing models.Found in Movmi
• Automated rigging Rigs 3D models automatically so they can be animated without manual setup.Found in Anything World
• Style blending Mixes multiple animation styles to create new motion variations.Found in MOTORICA
• Custom motion paths Lets users shape the path a character moves along.Found in MOTORICA
• Text-to-motion Generates character motion from written text descriptions.Found in Dollars MoCap
• Voice conversion Transforms a recorded voice into a character's voice.Found in Storyteller AI
• Artistic style transformation Applies a chosen visual style to scenes, from realistic to abstract.Found in Storyteller AI
• Fingerspelling recognition Reads fingerspelled letters from a camera and outputs text and speech.Found in Hand Wave
• Open-source model Publishes the underlying model so anyone can inspect or modify it.Found in Hand Wave
• Physical android motion Moves a physical android body with human-like muscles and joints.Found in Protoclone

What goes in, what comes out

The workflow

1. In
   Start with

   Ordinary video, camera feeds, text descriptions, voice recordings and character models

2. 1

   Confirm the buyer's problem and scope

3. 2

   Collect ordinary video

4. 3

   Camera feeds

5. 4

   Text descriptions

6. 5

   Voice recordings and character models

7. 6

   Then follow this sequence: 1

8. Out
   Finish with

   Reviewed FBX animation and engine-ready character assets

AI does the heavy lifting, people stay in charge

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the three stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed capture setup and licensed character set; final animation and rigging checks remain editorial. A model suggestion is never a verified fact, professional decision or authorization to act.

What your team sees

Primary screens: Capture and upload, Editable animation preview, Client review and delivery. Use a thumbnail gallery for projects, a large central 3D viewport, and a right-hand panel for characters, motion paths, styles and comments. Let users compare takes side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant frame. Make the task-specific outcome reviewed FBX animation and engine-ready character assets visible beside its evidence, review state and value baseline.

Accounts and administration

Project ownership, asset versions, client comments, approval states, usage allowances, revision limits, download history and a rights record for supplied material. Add organization access boundaries, named reviewers, usage caps, data retention controls, export logs and explicit approval for external actions.

Integrations and data access

Author-owned video, camera feeds, text descriptions, voice recordings and character models. Cloud asset storage, design-file import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct publishing. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

We build with our own AI software development factory, so most implementations take days to a few weeks of creation time, not months. You see working software at every step, and exact timing depends on availability.

1. 1

   Scoping call

   Day 1

   Thirty minutes on your process, your data and how you want to run it: for your own team, or for your clients. You get a fixed scope and price for the MVP.

2. 2

   MVP

   7 days

   One buyer segment, one recurring use case; first modules: convert ordinary video recordings into animated 3D character motion; capture motion from a single camera without a mocap suit. Manual review in the loop. Built by our AI software factory.

3. 3

   Paid pilot

   8 days

   Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.

4. 4

   Full product

   3 weeks

   Self-serve onboarding, billing, monitoring and the wider integration set.

5. 5

   Run and improve

   Monthly

   We host, monitor and improve it for a fixed monthly fee, or hand it over to your team. How the retainer works.

Why we start with an MVP

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

1. Pick the riskiest assumption. Here: will animation studios, game developers and independent creators producing 3D character motion use it to solve "motion capture needs suits, multi-camera stages or several disconnected tools, so small teams cannot turn ordinary video into usable character animation"?
2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
3. Run a paid pilot. Agree quality and outcome thresholds before the pilot using this measure: Accepted animation minutes per production hour and corrections after animation approval.
4. Measure, then decide. Track accepted animation minutes per production hour and corrections after animation approval; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Pilot scope: One fixed capture setup and licensed character set; final animation and rigging checks remain editorial. Implement one approved input format, a bounded representative case set and the first two task modules: convert ordinary video recordings into animated 3D character motion; capture motion from a single camera without a mocap suit. Support the third module with operator review: capture facial expressions to drive character faces. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

After the MVP. Once paid pilots prove usefulness, automate repeatable reviewed steps and add one verified source integration. Expand supported inputs and case volume only after new evaluation cases pass. Build reusable customer configurations and recurring value reports around reviewed FBX animation and engine-ready character assets. Retain the explicit scope boundary: One fixed capture setup and licensed character set; final animation and rigging checks remain editorial.

What the build depends on. Asset upload and preview, asynchronous generation jobs, editable version history, reviewer access and tested export formats. High-fidelity production requires specialist creative QA. Obtain representative authorized cases, baseline measurements, qualified reviewers and a buyer-side decision owner. Specific limitation: One fixed capture setup and licensed character set; final animation and rigging checks remain editorial.

A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.

Running costs per month

A rough indication of monthly hosting and AI model costs once it is live, not tested. Real costs depend on usage, file sizes and the models chosen.

Your brand, or this one

Run it under your own brand, or start from this concept style.

Selling it to your own clients: the go-to-market playbook

Pricing to test

Test a USD 300-1,500 fixed pilot for one defined asset package. Offer a monthly production allowance after repeat demand. Quote complex video, 3D or specialist design separately. These are test prices, not market benchmarks. Package the initial sale as one bounded reviewed FBX animation and engine-ready character assets. Recurring fees must specify volume, review depth and integration support. For exchanges, test a disclosed coordination or successful-service fee rather than holding customer funds. Reprice only after measuring real delivery labor; platform-build cost is separate from a commercial pilot fee.

Message to test

Reduce the cost and coordination of producing character animation from video. Demonstrate a concrete reviewed FBX animation and engine-ready character assets using the buyer's approved example and show the baseline, corrections and actual delivery effort.

Where to find buyers

Animation studios, game developers and independent creators producing 3D character motion professional communities; specialist consultants serving this buyer; permissioned partner introductions; practical demonstrations at relevant trade or practitioner events.

Lead magnet

A reviewed sample reviewed FBX animation and engine-ready character assets from a small authorized input set, with a transparent calculation of accepted animation minutes per production hour and corrections after animation approval and no promised savings.

The first 30 days

1. Week 1: interview five animation studios, game developers and independent creators producing 3D character motion and inspect a recent example of motion capture needs suits, multi-camera stages or several disconnected tools, so small teams cannot turn ordinary video into usable character animation.
2. Week 2: prepare a consented or synthetic demonstration of the three task modules.
3. Week 3: seek one bounded paid pilot with agreed baseline and acceptance criteria.
4. Week 4: measure accepted animation minutes per production hour and corrections after animation approval, reviewer effort and repeat-purchase interest. This is a demand-validation plan, not a thirty-day full-product delivery promise.

Paid pilot

Agree quality and outcome thresholds before the pilot using this measure: Accepted animation minutes per production hour and corrections after animation approval. Continue only if the buyer accepts the actual output, the intended job outcome improves without unacceptable errors, and measured delivery cost fits willingness to pay. Revise or stop if access is unavailable, qualified review cannot be provided, or apparent savings disappear after corrections and support. Use held-out cases when comparing model quality; use a properly reviewed comparison design before making causal claims. Record missing cases and negative results alongside successful outputs.

Success metrics

Accepted animation minutes per production hour and corrections after animation approval; accepted-output rate; material error rate; reviewer correction time; actual repeat purchase.

Retention and expansion

Repeat the workflow when the buyer again needs reviewed FBX animation and engine-ready character assets. Retain permissioned settings and reviewed examples, report realized value honestly, and sell increased volume or adjacent approved workflows only after contribution margin and quality remain acceptable.

Why clients would pick it

A reusable library of approved capture setups, character rigs and review examples, together with reliable delivery for a narrow creative niche. Build a permissioned library of representative task cases, reviewer corrections and verified operating constraints for animation studios, game developers and independent creators producing 3D character motion. Repeatable delivery and useful integrations matter more than access to a base model.

Alternatives and positioning

Dollars MoCap, QuickMagic, Movmi, MOVE Ai, RADiCAL, Hand Wave, MOTORICA, Storyteller AI, Anything World and Protoclone. Compare this product with the buyer's present method on accepted animation minutes per production hour and corrections after animation approval. Offer a bounded paid workflow instead of claiming broad autonomous expertise. Market uniqueness and competitor coverage are not verified.

Main delivery costs

Generation attempts, video or image processing, storage, reviewer hours, client revision rounds and licensed source assets. Additional initial validation requires representative authorized sample preparation, buyer interviews, buyer-side evaluation and bounded validation of reviewed FBX animation and engine-ready character assets. Track cost per accepted output, including correction work, unsuccessful cases and support.

Preserve performer consent, source attribution, motion accuracy and usage permissions. Creators approve substantive changes and publication scope. One fixed capture setup and licensed character set; final animation and rigging checks remain editorial. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.