Course localization studio
One coordinated localization process across lessons, assessments and media.
- For
- Online course publishers expanding internationally
- Solves
- Literal translations miss examples and cultural context.
- Delivers
- Localized course package and terminology guide
- Built in
- about 4 weeks of creation time, MVP in 5 days
- Investment
- $9,500 for the MVP, $37,000 for the full product
- Run it
- Inside your business, or as part of your offer to clients
What it does
For online course publishers expanding internationally, turn licensed course content, glossaries and regional requirements into localized course package and terminology guide.
- Translate lesson content.
- Adapt examples.
- Localize quizzes.
- Align subtitles.
- Check terminology.
- Manage regional approvals.
What goes in, what comes out
- Licensed course content
- Glossaries
- Regional requirements
AI drafts, people review. Multilingual production and review portal.
- Localized course package
- Terminology guide
How it works
The workflow
- InStart with
Licensed course content, glossaries and regional requirements
- 1
Upload authorized source content
- 2
Confirm target languages and terminology
- 3
Create translation drafts
- 4
Assign qualified reviewers
- 5
Reconcile source changes
- 6
Check layout or timing
- 7
Deliver approved language versions
- OutFinish with
Localized course package and terminology guide
AI does the heavy lifting, people stay in charge
Draft translations, transcribe media when applicable, suggest terminology and detect inconsistencies. Deterministic checks compare dates, numbers and identifiers. Qualified language reviewers decide idiomatic phrasing and specialist meaning. Voice work requires explicit permissions for the intended use.
What your team sees
Key screens: Course map, bilingual editor, locale review. Use aligned source and target language panes with shared terminology highlights. Include a language status grid, reviewer assignment queue, and layout or timeline preview. Show unresolved ambiguities next to the affected passage. Keep approvals separate for each language and version. In this product, the first view is course map, followed by bilingual editor and locale review.
Accounts and administration
Language permissions, glossary versions, reviewer assignments, segment comments, source-change alerts, per-language approvals and delivery history.
Integrations and data access
Learning resources, course portals and educator review processes. Document formats, subtitle formats, media storage and publishing systems. Confirm language, font and layout support for each requested output. These are candidate integration categories, not verified supported connectors.
How we build it
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
Scoping call
Day 1Thirty 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
MVP
5 daysOne buyer segment, one recurring use case; first modules: translate lesson content; adapt examples. Manual review in the loop. Built by our AI software factory.
- 3
Paid pilot
6 daysAccounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- 4
Full product
2 weeksRemaining modules: align subtitles; check terminology; manage regional approvals. Self-serve onboarding, billing, monitoring and the wider integration set.
- 5
Run and improve
MonthlyWe 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.
- Pick the riskiest assumption. Here: will online course publishers expanding internationally use it to solve "literal translations miss examples and cultural context"?
- Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
- Run a paid pilot. Translate a representative sample and have an independent qualified reviewer assess it.
- Measure, then decide. Track native reviewer acceptance and learner comprehension. Then expand, change course or stop, with evidence instead of opinions.
MVP scope for this solution. Begin with online course publishers expanding internationally and one recurring use case. Build the first two modules: translate lesson content; adapt examples. Provide operator assistance for the third module: localize quizzes. Deliver localized course package and terminology guide through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.
After the MVP. After paid pilots establish value, automate the remaining modules: align subtitles; check terminology; manage regional approvals. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.
What the build depends on. Segment alignment, glossary enforcement, multilingual text handling, comparison views and qualified reviewers. Media projects also need timing and audio/video QA.
Investment
A planning range to start the conversation, not a quote. You pay per phase, so you can stop after the MVP.
- Phase 1
MVP
One buyer segment, one recurring use case; first modules: translate lesson content; adapt examples. Manual review in the loop.
- Phase 2
Paid pilot
Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers.
- Phase 3
Full product
Remaining modules: align subtitles; check terminology; manage regional approvals. Self-serve onboarding, billing, monitoring and the wider integration set.
Indicative total, MVP to full product$37,000about 4 weeks of creation time · start with the MVP from $9,500
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.
| Stage | Hosting and infrastructure | AI usage | Total per month |
|---|---|---|---|
| MVP and paid pilotabout 3 customers | $40–$80 | $100–$200 | $140–$280 |
| Full productabout 50 customers | $160–$320 | $1,230–$2,450 | $1,390–$2,770 |
Run it or resell it
For your own team
Online course publishers expanding internationally run it inside the business: licensed course content, glossaries and regional requirements in, localized course package and terminology guide out, reviewed by your people.
As part of your offer
Agencies, consultancies and software companies can offer it to their own clients under their brand. We build and maintain it; you sell and deliver it.
Your brand, or this one
Run it under your own brand, or start from this concept style.
- primary
#918d27 - accent
#5476c9 - surface
#f1f0e4 - ink
#22201e
- Headings
- Manrope
- Text
- Manrope
- Voice
- Encouraging, patient, precise
Selling it to your own clients: the go-to-market playbook
Pricing to test
Quote an initial USD 300-1,200 batch for a defined word count or media duration and one target language. Charge separately for extra languages, specialist review and dubbing. Test recurring volume agreements after the pilot; prices are hypotheses.
Message to test
Course localization studio for online course publishers expanding internationally. One coordinated localization process across lessons, assessments and media. Demonstrate the claim through a localized lesson plus assessment sample.
Where to find buyers
Course production agencies
Lead magnet
A localized lesson plus assessment sample
The first 30 days
- Week 1: interview five prospective buyers in this segment: online course publishers expanding internationally. Ask to see a recent example of the problem and their current process.
- Week 2: prepare this demonstration using authorized or synthetic material: a localized lesson plus assessment sample.
- Week 3: present it through course production agencies and seek one narrowly scoped paid pilot.
- Week 4: review native reviewer acceptance, learner comprehension, total delivery effort and a concrete renewal decision before increasing scope.
Paid pilot
Translate a representative sample and have an independent qualified reviewer assess it. Include a source revision to measure update handling. Track corrections, meaning preservation and total delivery effort. For this solution, use licensed course content, glossaries and regional requirements and evaluate localized course package and terminology guide. Agree success thresholds with the buyer before starting; collect a baseline for native reviewer acceptance, learner comprehension. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.
Success metrics
Native reviewer acceptance, learner comprehension
Retention and expansion
Maintain approved terminology and reviewer continuity. Charge for ongoing source updates and add languages only when the buyer has a real publishing need.
Why clients would pick it
Customer-controlled approved terminology, reviewed translation examples and dependable specialist reviewer relationships. For this solution, build around one coordinated localization process across lessons, assessments and media. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
Alternatives and positioning
Translation agencies, freelance linguists, generic machine translation and internal bilingual staff. Differentiate on this specific proposed advantage: one coordinated localization process across lessons, assessments and media. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Main delivery costs
Source preparation, translation volume, transcription or dubbing, qualified reviewers, glossary maintenance and changed-source rework.
Safeguards
Use educator-reviewed content and answer keys. Apply appropriate access and consent for learner records and distinguish completion from demonstrated learning. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.