Production AI SystemsLondon / Worldwide

Production AI systemsthat survive real work.

Anna AI Studios designs, integrates and operates controllable AI systems for creative and technical teams—from multimodal workflows to human-gated agents.

Senior-led delivery · London / worldwide · Reply within 2 working days

System entry00.0 / 08.0

01 — Forward deployed

Not another AI strategy deck.

We work inside the operating environment until the system is useful, adopted and measurable.

That means sitting with the people doing the work, integrating the tools they already depend on, and owning the difficult distance between a compelling prototype and a dependable production system.

01 / Planning465-shot production planThe Nameless God
02 / LineageSHA-tracked asset historyFireworks
03 / ControlHuman approval gatesAcross AI workflows
04 / EvidenceInspect Anna LabSee the systems

02 — Capabilities

Systems we design,
build and operate.

Choose the operating path that matches the work. Production AI and growth automation now have separate scopes, evidence and enquiry routes.

01Systems

Multimodal production systems

Image, video, audio and language models assembled into controlled, repeatable production workflows.

02Agents

Knowledge & workflow agents

Agents grounded in the right context, connected to real tools and constrained by explicit human decisions.

03Integration

AI integration & automation

Production APIs, data pipelines and interfaces that place intelligence where the work actually happens.

04Control

Evaluation & guardrails

Task-level evaluation, failure visibility, provenance and approval gates built into the system from day one.

03 — Delivery model

One continuous path
to production.

Senior-led delivery. Direct access. Clear technical ownership from the first workflow map to the operating system.

  1. 01

    Discover

    Field intelligence

    Observe the work, identify high-friction decisions and define a bounded production outcome.

  2. 02

    Build

    Working vertical slice

    Deliver the smallest end-to-end system that proves data, model and interface behavior together.

  3. 03

    Deploy

    Production integration

    Connect identity, permissions, observability and human review inside the existing environment.

  4. 04

    Scale

    Measured expansion

    Use evidence from real operation to improve the system and extend it to the next valuable workflow.

04 — Anna Lab

Production work,
with the system exposed.

Selected Anna Lab cases from film production and brand delivery. Real work in progress, presented without invented client outcomes.

Character state and continuity development for The Nameless God Part one contact sheet from the 185-frame Nameless God storyboard package

Anna Lab / Film workflow 01

The Nameless God

Codex + Seedance 2.5 · feature-film development

An original 110-minute Eastern mythic fantasy feature built through a production-control system rather than a loose prompt chain. Codex coordinates script lock, breakdown, continuity, art direction, a 465-shot plan, 185-frame storyboard package and independent review gates. Seedance 2.5 motion prompts inherit the same approved asset graph.

Verified evidence
465-shot plan · 185-frame storyboard package
Measured result
Feature remains in development; no client ROI is claimed
  • Screenplay control
  • Visual continuity
  • Seedance 2.5
  • Human gates
Cinematic keyframe of two brothers sheltering inside a damaged car for Fireworks Four-way visual style development sheet for Fireworks

Anna Lab / Film workflow 02

Fireworks

Codex + Seedance 2.5 · animated-short development

A human-centred animated short workflow that turns a locked screenplay into visual masters, deterministic state variants, storyboards and Seedance shot packs. When recursive image generation introduced texture drift, the pipeline added SHA-tracked lineage, approved-asset-only binding, quarantine and retry rules, plus independent director QC.

Verified evidence
SHA lineage · approved-asset binding · quarantine and retry rules
Measured result
Visual masters remain in production; no public client KPI is claimed
  • Anti-degradation QC
  • Asset provenance
  • Seedance shot packs
  • Director review
Tangxi Wonton Club bilingual logo system and brand colours Tangxi Wonton Club Fuzhou rouyan campaign poster

Anna Lab / Brand delivery 03

Tangxi Wonton Club

AI-assisted identity + campaign production

A delivery workflow built from real product references into a bilingual identity system, logo variants, menu hierarchy, campaign artwork and motion-ready assets. Editable brand tokens stay separate from generated visual layers, while packaging details and product claims remain behind a manual production gate.

Delivered
Bilingual identity · logo kit · menu · campaign assets
Production boundary
Print execution and product claims still require supplier approval
  • Bilingual identity
  • Packaging gate
  • Campaign assets
  • Motion system
Ke Wang, core team member at Anna AI Studios
Ke WangCore team · London

05 — Studio / Core team

Production discipline,
built into the studio.

Anna AI Studios keeps senior practitioners close to every delivery. Core team member Ke Wang is a Senior FX Artist at DNEG and a Visual AI Specialist working across cinematic simulation, production pipelines and AI-assisted filmmaking.

Feature-film production makes failure visible: scale, continuity, handoff and deadlines must hold up beyond a polished demo. That experience shapes the studio’s delivery standard—build for the real environment, preserve human judgment and make every system operable and maintainable.

Anna AI Studios is an independent studio. Employment references describe practitioner experience and do not imply employer or client endorsement.

Ke Wang on LinkedIn

06 — Systems review

Book a 30-minute
systems review.

Share the operating reality, the constraint and the outcome you need. We will identify the smallest valuable system and tell you directly what is—and is not—worth building.

01 / Structured intake 02 / Direct review 03 / Reply within 2 working days
Current workflow, constraint, desired outcome and any deadline. Do not include confidential production assets.

Read the Anna AI Studios privacy notice. Form delivery is handled by FormSubmit. Prefer email? keke19870699@gmail.com