Veracity

Every transcription tool gives you text. Veracity gives you proof.

Upload an interview recording. Get a transcript, summary, and quote bank — where every AI-generated sentence links to the exact moment in your audio. Click any claim. Hear the source say it.


Veracity doesn’t write journalism. It defends it.

The Problem

AI gives journalists speed.
But not trust.

You finish a 40-minute interview. You’re on deadline. AI transcribes it in seconds — but the summary misquotes, the transcript hallucinates, and you have no way to check without scrubbing through the entire recording. One wrong fact is a correction. One misattributed quote is a damaged source. The tools got faster. The risk stayed the same.

51%

of AI summaries contain claims not in the source

62%

see AI as a major threat to journalism

0

tools built for journalists that flag what AI can’t verify

If you can’t click it and hear it, you can’t trust it.

Every AI-generated sentence should trace back to the exact moment it was said. Not approximately. Exactly. And if the AI can’t prove where a sentence came from, it should say so — not silently guess and hope you don’t notice.

That’s the principle Veracity is built on: AI should help you work faster, but you should never have to take its word for anything.

Every transcription tool gives you text. Veracity gives you proof.

Upload an interview recording. Get a transcript, summary, and quote bank — where every AI-generated sentence links to the exact moment in your audio. Click any claim. Hear the source say it.



Veracity doesn’t write journalism. It defends it.

How It Works

From recording to verified story

01
Upload or Record
Drop any audio file or record live with real-time transcript preview.
02
Transcribe & Analyse
Timestamped transcript, quote bank, and summary — unclear audio flagged honestly.
03
Click to Verify
Click any AI-generated sentence. Hear the exact source audio that backs it up.
04
Write Your Story
Export quotes and summaries. Write in your own words, your own voice.
05
Defend It
Paste your article back. Every claim checked against your sources before you publish.

That’s not AI writing journalism. That’s AI making sure journalism holds up.

veracity — interview_mayor_housing.mp3

AI Summary
The mayor confirmed the $4.2M allocation for affordable housing.
Construction is expected to begin in Q3 2026.
The project will create approximately 300 jobs. VERIFY
Public consultations will run through February.
Source Verification
22:14 — Mayor Williams
“…we’ve confirmed the four point two million for affordable housing, construction kicks off third quarter…”

Article Verification Summary
24 confirmed
3 need verification
1 contradiction found

What your current tools can’t do

Feature Other Tools Veracity
Transcription Yes Yes, with [inaudible] flagging
AI summaries Yes Yes, with per-sentence source links
Click transcript → hear audio Some tools Yes
Click AI summary → hear audio No journalist tool does this Every sentence
Flag unverifiable AI claims No journalist tool does this [VERIFY] tags
Check your article against sources No journalist tool does this Post-draft verification

Other tools give you text. Veracity gives you provenance — a direct, auditable line from every AI output back to the source material.

Why this matters now

49%

of journalists already use AI for transcription monthly, but have no tool they can trust on the output side.

(Reuters Institute 2025)

12%

of audiences are comfortable with news made entirely by AI.

(Reuters Institute)

53%

of CNET’s AI-generated articles contained factual errors requiring corrections.

(Futurism, 2023)

FAQ


Otter and Trint transcribe audio and generate summaries — but those summaries are standalone text with no link back to the source audio. Veracity makes every AI-generated sentence clickable: you click a claim, you hear the exact moment it came from. If the AI can’t trace a sentence to the audio, it’s flagged so you know to check it yourself. No other tool does this.

That’s exactly why Veracity exists. When the AI can’t ground a sentence to your source audio, it gets a [VERIFY] tag — an honest admission that this needs your human judgment. Veracity never silently guesses. It shows you what it knows, flags what it doesn’t, and gives you one-click access to the tape so you can decide.

Yes — this is post-draft verification, and it’s what no other tool offers. Once you’ve written your article in your own words, paste it into Veracity. The AI reads every sentence against every source in your story thread and tells you what’s confirmed, what needs checking, and what contradicts the record. Your last line of defence before you hit publish.

Veracity supports all common audio formats including MP3, WAV, M4A, OGG, and FLAC. You can upload files from any device or record directly in the app.

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