Run the recording of last Tuesday's council meeting through a transcription tool, and a few minutes later you have what looks like a finished document. Every word is there, stamped with the time it was spoken. Speakers are labeled. Some tools add a summary at the top and a list of action items at the bottom. It is tempting to treat that output as most of the way to minutes, or to post it beside the video and consider the record complete.
Read it closely and the picture changes. "Speaker 3" is the mayor for the first hour and a resident at the podium for the second. The motion on item 7 reads "move to approve with the change staff mentioned," and nothing in the text says which change. The vote shows four ayes because the tool never picked up a quiet "no" from the far end of the dais. The summary says council "directed staff to return with options," but the recording shows council discussed that idea and then let it drop.
None of this makes transcription a bad idea. Searchable text of a public meeting is useful to staff, to residents, and especially to people who cannot hear the audio. The harder questions are less about the software and more about what the transcript is once it exists: whether it competes with your minutes, whether it is a public record, how long you keep it, whether you post it, and who is responsible when it is wrong.
This guide covers:
- What a transcription tool actually produces, layer by layer
- Why a transcript is not your minutes, and how the two can conflict
- Where transcription errors cluster and how to review for them
- Records status and retention for transcripts and their drafts
- Decisions to make before posting transcripts publicly
- Accessibility benefits and their limits
- Data and vendor questions specific to meeting audio
- What to confirm with your city attorney before you start
Open meetings law, public records law and retention rules differ by state. Treat everything below as a list of questions to bring to your city attorney and your state clerk association, not as a statement of what your law requires.
What a transcription tool actually produces
Most meeting transcription products do some combination of three different jobs. They are often sold as one feature, but each job fails in its own way, and it helps to keep them separate in your head.
Layer 1: the words
Automatic speech recognition converts audio into text by matching sounds to the words most likely to produce them. It is good at ordinary conversational English spoken clearly into a microphone. It gets worse with:
- Poor audio: a single room mic, a member who leans back from the gooseneck, a resident at a podium with a weak microphone
- Crosstalk: two people speaking at once, a chair talking over a motion, side comments at the dais
- Proper nouns: council members' names, street names, local businesses, neighborhood names, project titles
- Numbers: dollar amounts, resolution and ordinance numbers, parcel numbers, addresses
- Accents, fast speakers, and anyone speaking another language
- Short procedural words that sound alike, where one wrong word changes the meaning
The output reads smoothly even where it is wrong. A misheard word is replaced by a real word that fits the sentence, so errors do not stand out the way a typo does.
Layer 2: who said it
Most tools also attempt speaker separation, often called diarization. The software groups segments of audio by voice and labels them. Some tools give generic labels ("Speaker 1") that you map to names. Others try to assign names, which works better when each member has a dedicated microphone channel feeding the system than when everyone shares one audio feed.
Speaker labels drift. A label can switch partway through a meeting, two similar voices can be merged, and residents at a shared podium mic often all end up as one speaker. For minutes, who made and seconded a motion matters as much as what the motion said.
Layer 3: the summary
Summaries, "key decisions" lists and action items are usually produced by a separate step: a language model reads the transcript and writes a condensed version. That step can add its own errors on top of the transcript's errors. It may report a discussion as a decision, merge two items, or state a direction council never gave. A summary also loses the context that tells you whether something was a motion, a suggestion, or a member thinking out loud.
When you evaluate a tool, ask which of these layers you actually need. Many clerk's offices get most of the value from layer 1 with timestamps, use layer 2 as a starting point they correct by hand, and leave layer 3 off entirely for official purposes.
Where the audio comes from
The same product will perform very differently depending on its input. A feed from your chamber's audio board, with each microphone on its own channel, is a different problem from a laptop sitting on the clerk's table. Virtual meeting platforms often have their own built-in transcription, and some note-taking tools work by sending a bot into a virtual meeting as a participant. Know which of these paths you are using, because the path affects accuracy, where the data goes, and who controls it.
A transcript is not your minutes
Minutes and transcripts do different jobs. Minutes are the record of what the body did. Many state open meetings laws set out what minutes must contain, and typical elements include who was present, the motions made, and how members voted. In most places the body reviews and approves its minutes, and once approved they are generally the official record of the meeting's actions. Some states require more detail than others, and some local rules add requirements of their own.
A transcript is an attempt to capture every word. It is not reviewed or adopted by the body. Even a perfect transcript does not do what minutes do, because it does not state clearly which actions were taken. You still have to read a long exchange and work out what was moved, what was amended, and what passed.
The risk of two records that disagree
The practical risk is not that someone mistakes a transcript for minutes. It is that you end up with two public documents describing the same meeting that say different things. The approved minutes say the motion passed 5 to 2. The posted transcript, which missed a voice, implies 6 to 1. A resident, a reporter or a litigant now has a document that appears to contradict your official record.
Before you create transcripts routinely, get a clear answer to these questions:
- If an approved set of minutes and a transcript conflict, which controls in our state?
- Does the existence of a transcript change what our minutes must contain, or how we approve them?
- If council approves minutes that were drafted from a transcript, and the transcript was wrong, what is our correction process?
How the records compare
| Record | Who creates it | Approved by the body? | Main purpose | Status to confirm with your attorney |
|---|---|---|---|---|
| Minutes | Clerk or recording secretary | Usually yes | Official record of actions taken | Usually the official record once approved |
| Audio or video recording | City recording system | Usually no | Complete capture of the meeting | Often a public record with its own retention rules |
| Machine transcript | Software, possibly edited by staff | No | Searchable text of what was said | Often a public record; official status varies |
| AI summary | Software | No | Quick overview | Often a public record if kept; not an official account |
Using transcripts as a drafting aid
Many offices find the best use of transcription is behind the scenes. The clerk takes notes during the meeting as usual, then uses the timestamped transcript to check exact motion language, confirm who seconded, and find the moment in the recording where a direction was given. Used that way, the transcript speeds up work the clerk was already doing, and the minutes remain the clerk's product.
What does not hold up is drafting minutes by trimming a transcript or a machine summary without checking it against the recording. That approach carries the transcript's errors straight into the official record, where they are much harder to fix.
Accuracy: where transcripts go wrong and how to review them
Reviewing a full meeting transcript word by word against the recording takes about as long as the meeting itself, often longer. Most offices cannot do that for every meeting. The workable approach is to decide what the transcript will be used for and review the parts that matter for that use.
Where errors cluster
| Error type | What it looks like in the transcript | How to check |
|---|---|---|
| Names | A council member's surname rendered as a common word; a resident's name spelled several ways | Compare to the sign-in sheet, speaker cards and roster |
| Numbers | "Fifteen" heard as "fifty"; a resolution number off by a digit | Check against the agenda, staff report and the resolution itself |
| Motions | Motion language paraphrased or truncated; amendments merged into the main motion | Listen to each motion and restatement in the recording |
| Seconds | Second missing or attributed to the wrong member | Listen at the timestamp; check your notes |
| Votes | Voice vote recorded as unanimous when a member said "no" or abstained | Use roll call where your rules allow; check notes and recording |
| Negation | "Can" heard as "can't," "will" as "won't" | Listen to any sentence where the meaning turns on one word |
| Speaker drift | Comments attributed to the wrong member or to a resident | Spot check speaker labels at intervals and after each recess |
| Crosstalk | Words dropped or blended when people speak at once | Mark these passages as inaudible rather than guessing |
A review routine sized to the use
If the transcript is only a drafting aid for minutes: review the passages you will rely on. For each action item, confirm the motion, the mover, the second, any amendments, and the vote against the recording. Confirm any direction to staff that will appear in the minutes. You do not need to correct the rest of the transcript if it will not be kept as a separate record, but see the records section below before you decide it will not be kept.
If the transcript will be posted or shared: at minimum, correct council members' names and speaker labels, every motion and vote, and every number. Decide how you will mark passages the software could not capture reliably, such as "[inaudible]" or "[crosstalk]," rather than letting a guess stand.
If the transcript will be relied on for something with legal weight, such as a land use hearing record, litigation, or a disputed vote: talk to your city attorney first. A machine transcript may not be the right tool, and a certified court reporter or another approved method may be required.
Whatever level you choose, write it down. A one-page procedure that says what gets checked, by whom, against what source, and how quickly, protects you when someone later asks how the transcript was produced.
Improve the audio, not just the software
The cheapest accuracy gains are usually in the room, and they help your minutes whether or not you use transcription:
- Ask members to speak into their microphones and to wait to be recognized.
- Ask the chair to restate each motion before the vote and to announce the result, including the count and the names of any members voting no or abstaining.
- Use roll call votes on items where an exact record matters, if your rules allow.
- Ask public speakers to state their names at the podium mic, and keep a sign-in sheet you can match against.
- If the tool supports a custom vocabulary or a list of names, load your roster, street names and recurring project names. Confirm in a demo that this feature exists and how it works before you count on it.
Records status and retention
Once a transcript exists, it is a document the city created or received in the course of its business. In many states that alone makes it a public record, whether or not anyone considers it official. Ask your city attorney the question directly rather than assuming that "unofficial" or "draft" removes it from your public records law.
Versions multiply quickly
A single meeting can produce several transcript artifacts:
- The raw machine output
- An edited version with corrected names and votes
- A summary generated by the tool
- A posted version on your website
- Copies held in the vendor's system
- Exports downloaded to staff computers
Decide which of these you intend to keep as the city's record, and which are transitory working copies that can be disposed of under your schedule. Then configure the tool to match. If your procedure says raw output is transitory but the vendor keeps every version indefinitely, you have a mismatch that will surface the first time someone files a records request for "all transcripts of the March 12 meeting."
Some states treat drafts and transitory records differently from final records, and some do not. That distinction is worth confirming before you rely on it.
Find the right retention category
Look in your state or local retention schedule for a category that covers meeting transcripts, recordings, or working files used to prepare minutes. If nothing fits clearly, ask your state archives or records program which category applies. The retention period for a transcript may not match the period for the recording or the minutes, and it is better to learn that now than when a records request or litigation hold arrives.
Questions to settle:
- Which retention category covers raw transcripts, edited transcripts and summaries?
- Does a transcript used to draft minutes have to be kept after the minutes are approved?
- How will we apply a legal hold to transcripts held in a vendor's system?
- Can we export transcripts in a format that will still be readable for the full retention period?
Copies outside the clerk's office
Transcription is now built into many everyday tools. A council member may run a note-taking app on a personal phone during a meeting. A department head may turn on transcription in a virtual meeting platform for a staff meeting. Those transcripts may be public records too, held in places the clerk's office does not control. Your AI use policy and records guidance should say whether staff and officials may create meeting transcripts on their own, and how those files are to be retained if they do.
Deciding whether and how to post transcripts
Posting transcripts can make your meetings far easier to search. A resident who wants to know what council said about a specific street can search a text file in seconds instead of scrubbing through hours of video. That is a real benefit, and it comes with decisions you should make on purpose rather than by default.
Three options
- Do not post. Use transcripts internally as a drafting aid only. Simplest to manage, but the transcripts may still be subject to public records requests.
- Post raw machine output, clearly labeled. Fast and low effort. Residents get searchable text quickly, but errors in names, motions and votes go out under the city's name.
- Post a reviewed version. More accurate and more defensible, but it takes staff time every meeting and creates an expectation that you will keep doing it.
Label every posted transcript
Whatever you post, put a plain statement at the top of the document and on the web page where it appears. For example:
"This transcript was generated by automated software from the meeting recording and may contain errors. It is not the official record of this meeting. The official record of actions taken is the minutes approved by the City Council."
Link to the approved minutes once they exist, and link to the video, ideally at matching timestamps so readers can check any passage themselves.
Corrections and consistency
Decide before you post:
- Will you correct errors reported by the public? If so, who reviews the report, and how do you show that a transcript was revised and when?
- Will you post transcripts for every body that records its meetings, or only council? If only council, be ready to explain why.
- How soon after the meeting will transcripts go up, and will they come down or be replaced once minutes are approved?
Searchable text and residents' information
Residents often state their names, sometimes their home addresses, and sometimes personal circumstances during public comment. That information is already in the video, but searchable text makes it much easier to find and copy. Ask your city attorney whether your state allows or requires any redaction in posted transcripts of open meetings. The answer may well be that what was said in public stays public, but you want to know that before a resident asks you to remove their address from your website.
Accessibility benefits and their limits
Accessibility is one of the strongest reasons to use transcription. Text and captions help:
- Residents who are deaf or hard of hearing
- People who process written information more easily than spoken information
- People using screen readers who want to navigate a meeting by text
- Residents with limited bandwidth who cannot stream video
- Speakers of other languages, as a starting point for translation that a qualified person reviews
- Anyone who wants to find one agenda item without watching the whole meeting
Where automated output falls short
Accessibility law generally focuses on effective communication. Captions that garble names, drop words during crosstalk, or misstate votes may not communicate the meeting effectively to someone who relies on them. When a resident requests an accommodation for a meeting, automatic captions may not be enough. Human real-time captioning, often called CART, or a sign language interpreter may be what the situation requires.
The U.S. Department of Justice has issued rules on web accessibility for state and local governments, and your state may have its own requirements. Ask your city attorney or ADA coordinator how those rules apply to live meetings, to recorded video you post, and to the captions and transcripts that accompany them.
Practical steps
- Keep your existing process for accommodation requests. Transcription supplements it; it does not replace it.
- Post transcripts as real text, not scanned images, so screen readers can use them.
- Use headings or agenda item markers in posted transcripts so readers can navigate.
- If you offer live automatic captions during meetings, tell the public they are automated and how to request human captioning.
Data and vendor questions specific to meeting audio
If you have already done a general AI vendor review, add questions specific to meeting audio. Ask for answers in writing, and confirm in a demo that the product does what the vendor says. Features and terms change, so recheck at renewal.
Questions to ask
- Where is our audio processed and stored, and for how long?
- Is our audio or text used to train or improve the vendor's models? Can we opt out, and is that in the contract?
- When we delete a transcript or recording, is it deleted from backups as well, and on what timeline?
- Can we export every transcript, with timestamps and edit history, in a standard format?
- Does the tool keep a record of who edited a transcript and when?
- Can we restrict who on staff can create, edit, share and delete transcripts?
- Does any part of the tool join meetings automatically from a calendar? Can we turn that off for specific meetings?
- What happens to our data if we end the contract?
The NIST AI Risk Management Framework is a useful reference for structuring these questions, especially around accountability and documentation.
Closed sessions
Treat closed or executive sessions as a separate question entirely. States differ on whether closed sessions may be recorded, must be recorded, or must not be, and on how any recording is stored and who may access it. Sending a privileged discussion with your attorney to a cloud transcription service raises confidentiality and privilege concerns that your attorney needs to weigh.
Until you have explicit direction, do not run any transcription tool during a closed session. Check that no tool joins automatically. A note-taking bot that is set to join every meeting on a shared calendar can enter a closed session without anyone noticing until the transcript appears.
Bots in virtual and hybrid meetings
If a transcription bot joins a virtual meeting, it shows up as a participant. In a public meeting that is mostly a question of labeling and disclosure. In a gathering of officials that is not noticed as a public meeting, a recording tool that one member brought can produce a record of a conversation that raises its own open meetings questions. Your policy should say which tools may join meetings and who decides.
What to confirm with your city attorney
Bring this list to your attorney before you start transcribing meetings routinely, and keep the answers with your written procedure.
Open meetings and minutes
- What must our minutes contain under state law and our own rules?
- If a transcript and approved minutes conflict, which controls?
- May we use a machine transcript to draft minutes, and does that change our approval process?
- Do any of our hearings, such as quasi-judicial land use hearings, require a verbatim record made by a specific method?
Public records and retention
- Are raw transcripts, edited transcripts and AI summaries public records in our state?
- How does our law treat drafts and transitory records?
- Which retention category applies to each version, and does it differ from the recording?
- How do we handle transcripts that officials or staff create on personal devices or personal accounts?
Posting and privacy
- Is our proposed disclaimer language adequate?
- May or must we redact anything from posted transcripts of open meetings?
- If we post for council, are we expected to post for other bodies?
Accessibility
- How do federal and state accessibility requirements apply to our live captions, posted video and transcripts?
- When is automated captioning not sufficient, and what is our process when an accommodation is requested?
Closed sessions and contracts
- May closed sessions be recorded or transcribed in our state, and under what conditions?
- Do our vendor terms on data use, retention, deletion and export meet our legal obligations?
Next steps
You do not need to settle everything at once. A sensible sequence:
- Pick one body and one use. Start with transcription as an internal drafting aid for council minutes before you consider posting anything.
- Write a one-page procedure. Say which tool, which audio source, which parts get checked against the recording, who checks them, and which versions are kept.
- Get your attorney's answers in writing. Use the list above and keep the memo with the procedure.
- Assign retention categories. Confirm with your state records program if the schedule is unclear, then configure the tool to match.
- Fix the room. Microphone discipline, restated motions and announced votes improve both your minutes and any transcript.
- Decide on posting later, deliberately. If you post, label clearly, link to approved minutes and video, and set a correction process first.
- Review after a few meetings. Track the errors you catch and adjust what you check.
Through all of it, keep your approved minutes as the source of truth. Archive search and commitment tracking tools, Govera among them, are only as reliable as the minutes they draw on, and minutes are only as reliable as the review behind them.
