Pathway: AI in local government Module 4 of 4
Communicating with residents in their languages
Preparing notices and messages in Urdu and regional languages with AI and having every public text checked by fluent speakers.
Last reviewed: . Reviewer: Muhammad Asadullah.
Why language matters locally
A notice about a water shutdown, a vaccination day, a road closure or a property tax deadline only works if residents understand it. Many residents read Urdu or a regional language such as Punjabi, Sindhi, Pashto, Balochi or Saraiki more comfortably than English and some do not read at all. Local offices are often the only part of government that must communicate in all of these.
AI machine translation can help produce a first draft in another language quickly. It can also rewrite official English into plain language before translation. But a wrong word in a public notice can send people to the wrong place, on the wrong day, with the wrong documents. This module covers how to use AI for drafts and why fluent speakers must check every public text.
Start with plain language
Translation goes better when the source is simple. Before translating, ask AI to rewrite your notice in plain English or plain Urdu:
- short sentences, one point each
- the action first: what residents need to do, by when and where
- everyday words instead of official terms, with any necessary term explained once
- dates, times and places written out clearly
The plain language rewrite prompt is a starting point. Check that the rewrite has not dropped a condition or changed a date.
Using AI to draft translations
The regional language translation and English to Urdu prompts give a structure. Some practical points:
- Quality varies by language. AI tools generally handle Urdu better than regional languages, which have less written material available for training. Regional language output may be stiff, mixed with Urdu or simply wrong. Expect to need more correction.
- Dialects and scripts differ. A regional language may be spoken differently in different districts and may have more than one written form. Tell the tool which one you need and still have a local speaker check.
- Names, numbers and places are high risk. Check every date, time, amount, phone number and place name in the translated text against the original. Tools sometimes change numbers or translate place names that should stay as they are.
- Ask for a back-translation. Ask a different session or tool to translate the draft back into English. Differences point to places that need a closer look. A matching back-translation does not prove the text is right, but a mismatch proves something is wrong.
The how-to guide on translating documents covers the mechanics in more detail.
Fluent speakers check every public text
No AI translation should reach the public without a check by someone who reads and speaks the language fluently, ideally someone from the area it is meant for. Their job is to confirm that:
- the meaning matches the original, including conditions and exceptions
- the tone is respectful and suitable for official communication
- the words are the ones local residents actually use
- nothing is offensive, confusing or open to a damaging second reading
Keep a short list of colleagues who can check each language your office uses. Record who checked each notice. This is human oversight applied to language.
Reaching people who do not read
Written notices miss residents who cannot read. Announcements in mosques and markets, through local representatives and by voice message often reach more people. AI text to speech tools can produce spoken versions, but synthetic voices in regional languages can sound unnatural or mispronounce words. A recording by a staff member who speaks the language is often clearer and more trusted. Be aware that voice cloning makes fake official messages possible; tell residents how to confirm a message really came from your office.
Try it
Take a short public notice from your office or a published one from any local government website. Ask an AI assistant to rewrite it in plain language and then translate it into Urdu and one regional language you know. Ask for a back-translation of each. Mark every difference and show the regional version to a fluent colleague for comment.
Check yourself
- Why should you rewrite a notice in plain language before translating it?
- Which parts of a translated notice carry the highest risk of error?
- What does a back-translation prove and what does it not prove?
Answers: (1) Simple source text translates more accurately and is easier for residents to act on. (2) Dates, times, amounts, phone numbers and place names. (3) A mismatch shows something is wrong; a match does not prove the translation is right, so a fluent speaker must still check it.