Start a translation business with AI while you keep your day job
Companies expanding internationally need regular translation. Actionist drafts the work, manages every file and deadline, and handles the admin. You do the quality pass and sign off before anything reaches your client.
Actionist preps the draft and runs the back office. You apply your language skills and approve.
SaaS companies, e-commerce brands, and legal firms that expand into new markets all need ongoing translation, and most are willing to pay a monthly retainer for it. If you are bilingual, you already have the skill they need. Starting a translation business with AI means Actionist handles the project management, drafts a first pass using DeepL and Google Translate, tracks every file and deadline, and keeps the admin running, while you do what only a fluent speaker can: review the draft, refine the nuance, and sign off before anything reaches the client.
You do not need a translation agency or a team. You bring genuine fluency in two or more languages and the willingness to do the quality pass on each project. Actionist handles everything else, from finding prospective clients and sending outreach, to managing files in Google Drive, prepping each draft, and invoicing on delivery. You approve anything that reaches a client and keep your day job while the business runs in the background.
Your opportunity
Why this works
Every company that wants to sell in a new country needs its website, docs, support content, and legal agreements translated, and most need this work updated every month as their product evolves.
Because Actionist handles the first-draft prep and all the project coordination, you can carry more retainer clients than a solo freelancer doing every step by hand, without hiring anyone or leaving your day job.
- Recurring monthly demandSaaS, e-commerce, and legal clients need new content translated every month, making retainers the norm rather than one-off jobs.
- Hard to automate fullyMachine translation alone cannot match an expert's nuance, tone, and cultural awareness. Clients pay for the human quality pass.
- Global market, remote by defaultYour clients are anywhere. You can serve a German SaaS company from London, or a Japanese e-commerce brand from Toronto, with no office needed.
- Low cost to startNo agency, no studio, no expensive CAT tools. A laptop, DeepL, Google Drive, and Actionist running the back office is the whole setup.
Run your own numbers
Set the numbers, see the picture
Illustrative, based on the numbers you enter. Most clients need new content translated every month.
What it actually takes to start
Starting a translation business used to mean agency overhead, expensive software, and a client list built over years. Actionist handles the first-pass drafts and all the admin, so the real bar to start is much lower than most translators assume.
- A translation agency or teamActionist acts as your back office and runs every project stage.
- Expensive CAT tools or TMS softwareDeepL and Google Drive cover the drafting; Actionist operates them for you.
- Years of freelance experienceBilingual in a demanded pair? You already have the core skill.
- An office or dedicated workspace
- To quit your day jobThe quality review fits into evenings and fits around full-time work.
- Genuine fluency in two or more languagesYour quality pass is what clients actually pay for.
- A few evenings a week for review and approvalsMostly checking the draft and signing off on deliveries.
- A laptop and ActionistThat is the whole setup.
If you can translate fluently, Actionist can handle the rest: finding clients, managing the files, drafting each first pass, and keeping the admin tidy.
How Actionist works
How Actionist builds the business
You do not run the admin and project work of this business, Actionist does. Here is how it works on any business idea, applied to translation: you pick it, the agent plans every task, then works through them and brings you the few that need a fluent speaker.
- 01
You pick the business and your limits
You choose the language pairs you cover, the niches you want to work in (SaaS, legal, e-commerce), your monthly capacity, and your rates. That brief is the only heavy thinking you do up front. Everything after this, Actionist plans and runs around your schedule.
A clear brief Actionist can plan against. - 02
Actionist maps every task and subtask
Actionist breaks the whole business into a plan: the stages to launch, the tasks under each stage, and the subtasks under each task. You see the full scope in one place, from setting up your glossary database to delivering your first project and invoicing on time.
A complete task plan for the business. - 03
It schedules the work and works through it
Actionist schedules tasks and works through them one by one, so research, outreach, file prep, and admin keep moving while you are at your job. It picks up the next task as soon as the one before it is done and keeps your board up to date.
Steady progress without you driving it. - 04
It assigns you the human-only tasks
Some tasks only a bilingual human can do: the quality review of the draft, or taking the scoping call with a new client. Actionist assigns those to you with everything you need, then carries on with the rest of the plan once they are done.
A short, clear list of tasks just for you. - 05
It asks before anything that matters
Before Actionist sends outreach, delivers a translation, or raises an invoice, it stops and asks you to approve. You choose how hands-on to be per task, from approving every message to letting routine admin run on its own.
You stay in control of every client-facing move. - 06
You keep your day job and check in
You run this around your existing job. Check the board when it suits you, approve what is waiting, and message Actionist over Telegram or Slack to nudge a project or change a priority. The business moves forward between your check-ins.
A business that grows around your schedule.
Actionist is your whole team
You are one person. Actionist is the whole team. Here is every role it plays to build and run the translation business, and the one part of each that stays with you.
~50 hrs/week of work by hand, run by your agents instead
Plan the service
turns your offer into an operating plan
Before anything gets built, your executive agent sets up your service packages, rates, and project tracker so the whole business has a clear operating model from day one.
- Set up your offerResearches market rates for your language pair and niche, then drafts a tiered package menu you can use on proposals.
- Build the operating boardCreates a project tracker in Google Sheets or Airtable with clients, language pairs, deadlines, rates, and file links.
- Keep the plan liveUpdates the board as new projects arrive and re-sequences work when priorities change.
You set the language pairs, the niches you will focus on, and how much capacity you have per month. That is the only brief the agent needs.
Your task plan
Every task it takes, and who does it
This is the plan Actionist builds to launch and run the business: every stage, task, and subtask. The work is spread across your agent team, from finding clients to delivering polished translations and keeping them on a retainer. Only a few tasks and approvals stay with you.
An example plan Actionist builds for this business. Yours adapts to your language pairs, your client niches, and your pace.
What one automation looks like
The payoff
All it asks of you
Here is what a week actually looks like once the business is running. Your agents move every project forward every day. You step in for a handful of moments, the ones that need a native speaker or a human decision, and the rest of the week stays yours.
a week, on your own time
6 touchpoints · about 125 min all week
drafting, tracking, invoicing, and following up in the background
7 jobs running in the background
- Approve this week's outreach batch10 minmon · A quick yes before the agent sends.
- Take a scoping call with a prospect30 mintue · The agent booked it; you show up.
- Review and polish a translation draft45 minwed · Apply your language expertise to the first pass.
- Approve a proposal before it goes out15 minthu · Check the scope, rate, and tone.
- Approve an invoice before delivery10 minfri · Final check before the payment link sends.
- Review the weekly project board15 minsun · What shipped, what is in progress, what is next.
- DA
- TA
- SA
- SA
- OA
- CA
- RA
What you walk away with
- No admin pile-upThe back office runs itselfActionist handles intake, project tracking, client updates, and invoicing, so translation is the only thing that needs your time.
- Faster first draftsDeepL does the groundworkActionist drafts each first pass from the source file, so your quality review takes a fraction of the time a full translation from scratch would.
- Around your jobRun it while employedActionist works through the plan in the background, so you can grow the client list without leaving your day job.
- MonthlyRecurring retainer incomeClients with ongoing content needs pay a monthly retainer, which Actionist manages so revenue is not tied to one-off projects.
Doing it alone vs with Actionist
- 1Drafting translations10h/wkTranslating every word yourself
You open the source file, translate segment by segment, apply the glossary by memory, and format the output, all before you can even review it.
ActionistOff your plateA formatted first-pass draft ready for your reviewActionist runs the source through DeepL, applies the client's glossary, and delivers the draft in Google Docs alongside the source, ready for your quality pass.
- 2Finding new clients5h/wkHunting for leads by hand
You search company sites one by one, check for translation gaps, track down contact details, and write every first email from scratch.
ActionistOff your plateA prospect list with drafts ready to sendActionist researches companies expanding into your target market, checks each site for translation gaps, and drafts the outreach for your approval.
- 3Writing proposals3h/wkA custom quote every enquiry
You write each proposal from scratch: scope, rates, timeline, and terms, while the prospect waits and potentially loses interest.
ActionistOff your plateA proposal drafted from the call notesActionist turns your scoping call notes into a ready-to-send proposal with your rates and timeline, for your review before it goes out.
- 4Managing project files4h/wkJuggling files across email and folders
Source files arrive in email, you save them manually, rename them, and keep track of which version is which across multiple client projects.
ActionistOff your plateEvery file in its folder, trackedActionist creates a client folder, saves source and delivery files in the right place, and keeps the project board updated so nothing gets lost.
- 5Invoicing and payment2.5h/wkInvoices you raise late and chase manually
You raise the invoice days after delivery, forget to follow up on overdue ones, and spend time reconciling who has paid.
ActionistOff your plateInvoiced on delivery, chased automaticallyActionist prepares the invoice in Stripe the moment a project closes and follows up on anything unpaid, once you have approved the send.
The apps Actionist operates
Stay in control and start
Already run this business?
See how Actionist can automate your life. Enter your website for a free analysis and a personalised demo built from your own business.
You stay in control
This is your practice and your clients. Actionist asks before it does anything that reaches a client or involves money, and it logs every action so you can see exactly what happened and when.
Sending outreach, delivering a translation, or raising an invoice always waits for your yes. Nothing goes to a client on its own.
Each step the agent takes is recorded so you can review the work, spot any issue, and know exactly what was sent and when.
Actionist works inside your own app logins. Your clients, your files, and your payment accounts stay yours.
Pick how much approval each task needs, from reviewing every draft to letting routine admin run. You can tighten or loosen it per project.
Questions about this idea
Do I need to be a professional translator to do this?
Can I start a translation business with AI and still keep my day job?
How does Actionist actually draft the translations?
What languages can this work with?
How does Actionist find clients for me?
Will Actionist send a translation to a client without me checking it?
How do I get paid by international clients?
How do I build up a glossary for each client?
Start the business you keep thinking about.
Get a free demo and see exactly how Actionist runs this for you, step by step.
Get a Free Demo24/7 operation requires a hosted cloud runtime or your own server — included with eligible plans.