# Source ledger and visual inventory

Reviewed 23 October 2026. Public claims, personally observed page access, synthetic practice and proposed plans remain separate. Raw fetched snapshots are local research evidence and are not bundled into the publishable browser download. No inaccessible content is represented as read.

## home

[https://www.aistudios.com/](https://www.aistudios.com/) · 2026-10-23

**Access:** full text retrieved. **Finding:** Advertised production/localization plus conversational/detection surfaces. **Implication:** Choose a customer workflow rather than list models. **Limit:** Marketing claims; embedded players failed; no editor output tested.

Local snapshot: `research/home.html`.

## pricing

[https://www.aistudios.com/pricing](https://www.aistudios.com/pricing) · 2026-10-23

**Access:** full text retrieved. **Finding:** Video count, dubbing time and generative credits are distinct. **Implication:** Test entitlement clarity and full resource cost. **Limit:** Displayed starting prices; checkout untested; language/plan copy varies.

Local snapshot: `research/pricing.html`.

## about

[https://www.aistudios.com/company/about](https://www.aistudios.com/company/about) · 2026-10-23

**Access:** full text retrieved. **Finding:** Public mission AI for Human Life; AI Studios, Human and Detector. **Implication:** Connect human value to completed trustworthy work. **Limit:** Funding/IP/customer figures not independently audited; current reporting leadership unclear.

Local snapshot: `research/about.html`.

## enterprise

[https://www.aistudios.com/enterprise](https://www.aistudios.com/enterprise) · 2026-10-23

**Access:** full text retrieved. **Finding:** Brand, security, support, APIs and collaboration are advertised. **Implication:** Include buyer/admin/operator needs in discovery. **Limit:** No certification report or negotiated SLA audited; customer-count wording ambiguous.

Local snapshot: `research/enterprise.html`.

## education

[https://www.aistudios.com/solutions/education](https://www.aistudios.com/solutions/education) · 2026-10-23

**Access:** full text retrieved. **Finding:** Localization, authoring and interactive learning positioning. **Implication:** Relevant PJ transfer; review and outcomes matter. **Limit:** Participation/quiz data do not prove learning; example-video labels must be respected.

Local snapshot: `research/education.html`.

## customers

[https://www.aistudios.com/customers](https://www.aistudios.com/customers) · 2026-10-23

**Access:** full text retrieved. **Finding:** Separate named deployments, uses and partnership stories. **Implication:** Recruit discovery by job rather than logo. **Limit:** Vendor-curated index, not customer prevalence.

Local snapshot: `research/customers.html`.

## lgacademy

[https://www.aistudios.com/customers/lgacademy](https://www.aistudios.com/customers/lgacademy) · 2026-10-23

**Access:** full text retrieved. **Finding:** Vendor describes multilingual training production. **Implication:** Investigate source update and locale review. **Limit:** No matched causal time/cost/learning study.

Local snapshot: `research/lgacademy.html`.

## takaful

[https://www.aistudios.com/customers/great-eastern-takaful-berhad](https://www.aistudios.com/customers/great-eastern-takaful-berhad) · 2026-10-23

**Access:** full text retrieved. **Finding:** Vendor describes several accounts/custom avatars. **Implication:** Examine account/seat/reviewer governance. **Limit:** Capacity/avatar counts are not achieved learner outcomes.

Local snapshot: `research/takaful.html`.

## privacy

[https://www.aistudios.com/privacy-policy](https://www.aistudios.com/privacy-policy) · 2026-10-23

**Access:** full text retrieved. **Finding:** Policy describes service providers and AI data processing, links trust portal. **Implication:** Ask for region, retention, rights and deletion contracts. **Limit:** No legal interpretation or audit; current provider scope needs trust documentation.

Local snapshot: `research/privacy.html`.

## terms

[https://www.aistudios.com/terms-of-use](https://www.aistudios.com/terms-of-use) · 2026-10-23

**Access:** full text retrieved. **Finding:** Contains restrictions on likeness/IP and content use. **Implication:** Keep rights/consent and output disclosure in product requirements. **Limit:** Not legal advice or proof of enforcement; no terms accepted.

Local snapshot: `research/terms.html`.

## api

[https://docs.aistudios.com/aistudioV3/getting-started](https://docs.aistudios.com/aistudioV3/getting-started) · 2026-10-23

**Access:** full text retrieved. **Finding:** Global/China domains and render/progress workflow. **Implication:** Retain job identity; reconcile status and entitlement. **Limit:** Pro edition terminology differs from pricing; no paid requests.

Local snapshot: `research/api.html`.

## discohead

[https://arxiv.org/html/2303.07697v1](https://arxiv.org/html/2303.07697v1) · 2026-10-23

**Access:** full text retrieved. **Finding:** Separates pose, audio-driven lips and eye expression; extreme pose limit. **Implication:** Evaluate task-specific quality beyond image similarity. **Limit:** Not production architecture; 256px reconstruction benchmarks not business outcomes.

Local snapshot: `research/discohead.html`.

## discohead-demo

[https://deepbrainai-research.github.io/discohead/](https://deepbrainai-research.github.io/discohead/) · 2026-10-23

**Access:** full text retrieved. **Finding:** Three-part control architecture visible; captions describe independent drivers. **Implication:** Explain which component fails before proposing a model change. **Limit:** Demo players buffering; no complete playback/audio evaluation.

Local snapshot: `research/discohead-demo.html`.

## careers

[https://www.aistudios.com/company/careers](https://www.aistudios.com/company/careers) · 2026-10-23

**Access:** full text retrieved. **Finding:** Broad development/wellness/equipment/option policies advertised. **Implication:** Separate from preferred role qualifications. **Limit:** Historical text; benefits applicability and terms require confirmation.

Local snapshot: `research/careers.html`.

## synthesia

[https://docs.synthesia.io/docs/video-translation](https://docs.synthesia.io/docs/video-translation) · 2026-10-23

**Access:** full text retrieved. **Finding:** Native-project translation and external-video dubbing differ. **Implication:** Evaluate same source/update workflow. **Limit:** Edition-specific docs; no comparative hands-on test.

Local snapshot: `research/synthesia.html`.

## heygen

[https://www.heygen.com/enterprise](https://www.heygen.com/enterprise) · 2026-10-23

**Access:** full text retrieved. **Finding:** Governed avatars and translation plus model integrations. **Implication:** Avoid simplistic competitor pigeonholes. **Limit:** Vendor claims; no matched quality/cost benchmark.

Local snapshot: `research/heygen.html`.

## colossyan

[https://www.colossyan.com/](https://www.colossyan.com/) · 2026-10-23

**Access:** full text retrieved. **Finding:** Learning/video authoring alternative. **Implication:** Compare review, interoperability and task fit. **Limit:** No measured superiority or learning-gain claim.

Local snapshot: `research/colossyan.html`.

## g2

[https://www.g2.com/products/ai-studios/reviews?qs=pros-and-cons](https://www.g2.com/products/ai-studios/reviews?qs=pros-and-cons) · 2026-10-23

**Access:** blocked/insufficient; use tool evidence where recorded. **Finding:** Tool-readable review text includes praise/limits and product-name confusion. **Implication:** Use attributable themes as hypotheses. **Limit:** Direct retrieval 403; web tool text only; incentives/name confusion; no prevalence claim.

Local snapshot: `research/g2.html`.

## capterra

[https://www.capterra.com/p/10004782/AI-Studios/reviews/](https://www.capterra.com/p/10004782/AI-Studios/reviews/) · 2026-10-23

**Access:** blocked/insufficient; use tool evidence where recorded. **Finding:** Accessible web-tool excerpts include support/editing sentiment. **Implication:** Ask questions rather than estimate satisfaction. **Limit:** Direct retrieval 403; web text only; selection and incentive limits.

Local snapshot: `research/capterra.html`.

## saramin

[https://www.saramin.co.kr/zf_user/jobs/relay/view?rec_idx=55353469](https://www.saramin.co.kr/zf_user/jobs/relay/view?rec_idx=55353469) · 2026-10-23

**Access:** Browser full target listing read; fetch tool blocked. **Finding:** Roadmap/VOC/metric/agent requirements, qualifications, preferences and actual benefits translated. **Implication:** Organize around concise evidence of PO decisions and delivery. **Limit:** Interview specifics unknown; do not use appended unrelated listing.

Local snapshot: `research/saramin-ax.txt`.

## Visual evidence inventory

| Visual/source | Review status | Finding / limit |
|---|---|---|
| Five user screenshots of role tooltips | Read as supplied images | Visible requirements/preferences overlap full Korean posting; screenshot label Benefits mistranslates 우대사항 |
| AI Studios homepage browser screenshot | Visually inspected; qa/product-home.png | Wide portfolio/free CTA and unlimited headline visible; not product output |
| Pricing browser page | Full accessibility content inspected | Separate video/dubbing/generative allowances; no checkout action |
| App entry screenshot | Sign-in gate observed; qa/app-signin.png | No authenticated editor or generation tested |
| DisCoHead architecture figure | Visually inspected; qa/research-figure.png | Geometric pose predictor → motion-aware encoder → expression decoder; research-only |
| DisCoHead Figs 2–4 and Table 1 | Captions/table read in full paper | Research comparisons; no new measurements |
| Marketing/demo videos | Player failures/buffering observed | No complete playback/transcript claimed; blocked visual-quality assessment |
| Lab charts | SQL-derived synthetic SVGs | Illustrations of practice outputs only, not company metrics |

## Reference reconciliation

The actual website build manifest lists 59 expanded pages, while README includes older 46-page language. The current source adds 32 exercises, 125 study metric definitions (82 reusable Metabase metrics), 48 development charts, 13 relationship views and 151 dictionary entries. These counts were inspected from current manifests/catalogs, not assumed from the old handoff. The guide/PRD/data handoff provides teaching and evidence patterns; later source adds questions, competition, dimensions, dictionary, highlights and relationship explorers. Some README inventory statements predate additions.

`sources/reference_inventory.json` records hashes/shape/headings for 188 reference files fully parsed, including notebooks' source cells. Relevant documentation, SQL, builders, validation structures and catalog records were inspected for the adapted workflow. Very large catalogs were parsed structurally; not every historical card description was reproduced. No SORI generator ran. SORI source/database hashes and saved-object definitions are checked before and after the new Metabase work.

Reuse: single-source static rendering, separate download lab, versioned local study state, contextual glossary, highlights/categories, chart/query explanations, temporal cohorts, economics scopes and filter/SQL parity testing. Adaptation: B2B account value, video/localization state, reviewer burden, three entitlement meters, source-version approval and enterprise handoffs. No MIDI observations, music metrics, SORI business distributions or targets were imported.

## Remaining source limits

No authenticated product/editor output, private company analytics, current internal strategy, leadership reporting line, full security reports, paid API execution, comprehensive video playback or independent causal customer study was available. Review-platform text was tool-accessible but direct requests were blocked. General benefits and historical company narratives may be stale; current role posting takes priority for role preparation.