AI Voice-to-Text Dictation: The Modern-Day Compliance Trap

The 2025 Apple Event was one of the standout moments of the consumer tech calendar, launching four new iPhones, a new generation of AirPods, and three new Apple Watch models.

While the iPhone 17 may have grabbed the headlines, the new AirPods feature one of Apple’s most significant software innovations of recent years: Live Translation. This AI-powered functionality allows the AirPods to capture, translate, and transcribe conversations in real time. The feature is powered by Apple Intelligence, Apple's AI assistance software.

Live Translation is a symptom of a growing trend in telecommunications: AI-powered speech-to-text transcription. From auto-generated subtitles on online videos to sending hands-free texts while driving, AI transcription has swiftly become a familiar feature of digital communication. Proponents cite the technology’s ability to improve accessibility. Voice-to-text services have long been employed to overcome physical and linguistic barriers in written communication. Real-time voice translation services like Apple’s Live Translation or Google’s Gemini extend this functionality across different languages, using machine learning to, in theory, improve the speed and accuracy of the transcription. The awkward conversational format of “write down a note into Google Translate, slide the phone across to the recipient, then wait patiently for their response” is now promised to be replaced by multilingual interactions that mirror the flow and pace of natural conversation.

AI transcription in business

As anyone who’s used an auto-subtitling tool or speech recognition software can attest, the technology is far from perfect. In casual conversation, errors can be embarrassing or confusing. In business communications, the consequences are often farther-reaching. Industries that depend on reliable and accurate bookkeeping, like the financial sector, are racing to manage their usage. Internal compliance departments and external regulators must collaborate to establish both frameworks for AI regulation in financial services and educate team members on the abilities and limitations of the technology.

In this blog, we explore how international businesses deal with voice-to-text communication risks and how industries are using expert compliance services to employ speech-to-text services in a responsible, effective, and compliant manner.

AI can make dictation faster and more accessible, but without careful oversight, it can also turn a harmless voice note into a compliance headache. Companies like 1GLOBAL that proactively integrate AI-aware processes can help organizations to stay ahead of both errors and regulatory scrutiny. 

AI and compliance

As an integral feature of the evolving digital communications landscape, organizations are now obliged to include AI transcription services in their communications policies. The rapid adoption of artificial intelligence and large language models (LLMs) by companies and individuals has prompted a wave of new regulatory measures and created the discipline of AI transcription compliance. Protocols like the EU AI Act and MiFID III communication requirements provide guidelines for the use of artificial intelligence in everything from text generation to picking stock options, underlining how widespread the technology is in contemporary financial markets.

Like emojis or instant messaging apps, auto transcription software is a facet of digital communications that occupies a regulatory gray area. Extensive use of speech-to-text tools can increase the risk of breaching trade secrets and client data. Offhand comments that inadvertently share sensitive information or transgress company policy are far more likely to occur in speech than in writing.

For better or worse, it’s a widespread tool that will continue to play a role in business communications. Stakeholders now expect services like secure voice transcription for banks and AI audit trail integrity as standard. Regulators, IT departments, and individuals must recognize and account for this in their approach to compliant communication.

Using AI transcribers

In an industry straining to keep up with the breakneck pace of AI adoption, new recording technologies hold the key to upholding compliance obligations. Businesses must consider three points when determining an AI transcription strategy:

• AI-driven transcription is convenient but imperfect: Team members and clients increasingly use voice-to-text features or AI transcription tools for quick messaging. While it speeds up workflows, AI can mishear or misinterpret financial terms and conversational nuances, creating potential compliance gaps.

• Regulatory expectations remain strict: MiFID III, SEC, and other frameworks require accurate records of all client communications that influence financial decisions. Even minor transcription errors can complicate audits or investigations, leaving firms exposed.

• False efficiencies: While many AI tools may at first offer greater efficiency and lower costs, it’s essential to balance this against the risks of error, biases, and human effort required to oversee and correct AI-assisted text.

Where are AI transcription tools used?

1. Note-taking

One of the most common business uses for AI speech tools is recording in meetings – the market is awash with AI-enabled notation services, from established brands like ChatGPT’s record mode to specialist startups like Otter AI. Increasingly, these functions are being included in business software. Copilot, the integrated AI tool in Microsoft Teams, transcribes and summarizes video conferences and calls.

2. On-the-go

One of the appeals of AI transcription services is their ability to record, restructure, and rewrite voice recordings in real time. While this can improve efficiency in personal use, replacing the pauses, tangents, and irrelevancies of stream-of-consciousness thoughts with a clear writing structure, it also sets off alarm bells in compliance departments that require word-perfect mobile recording.

3. Accessibility

Speech-to-text tools improve access to the written word – they overcome literacy barriers, physical impairments, and conditions that render typing difficult or impossible. To many users, an automated scribe is an essential requirement, rather than merely a timesaver. Compliance teams must consider this when auditing their services and determining company-wide AI policies. AI transcribers can offer health benefits, reducing wrist pain and the risk of RSI. Efficiency, too, is a much-touted advantage of these tools. A conversational speaking voice can rattle off around 130 words per minute – in contrast, the average person’s typing speed is between 20-50 words per minute.

The challenges of AI transcription

1. Internationalization

Many of the challenges facing the use of automated and AI transcription tools are centered around accessibility. Many services are based solely on English. In a 2023 CISPA comparative study of major automatic transcription services, nearly a third of the programs were only available in English. Even Apple's Live Translation software is currently limited to just five languages.

2. Bias

International availability aside, speech recognition softwares frequently show bias in their ability to comprehend different accents and speech patterns: multiple studies illustrate how commercial transcription tools perform significantly differently based on the accent, age, ethnicity, and gender of the speaker. As the popularity of automated speech recognition software continues to accelerate, these biases may become even further embedded if not mitigated soon.

3. Error rates

In the same CISPA study, researchers found that AI tools nearly always underperformed when compared to a human, concluding that “AI-based services often show meaning-distorting discrepancies between recording and transcription”. These errors are compounded by technical terms, product names, and industry jargon – all common features of business communication.

In financial markets where rigorous mobile recording is required by compliance departments, the error rates of AI transcription tools should be carefully considered. The accuracy of digital recordings is particularly important for investigative purposes.

4. Data protection

Just as the usage of generative LLMs like ChatGPT or Claude has required organizations to rewrite their entire privacy policies and training measures, AI transcription tools can present serious privacy risks, particularly in business contexts.

Google’s AI Pro service, to name just one example, offers a free voice-to-text tool that captures data to use for training purposes. Bring-your-own-device (BYOD) policies complicate the matter further, as employees who use personal devices for work purposes run the risk of exposing sensitive data to third parties if they use their device’s default AI transcription assistant, like Google Gemini or Apple Intelligence.

Human & AI collaboration

Teams must review AI-generated transcripts before using them as official records. Over-reliance on AI without verification can lead to miscommunications being treated as formal advice.

At their best, AI transcription tools are a method of inspiring thought, not replacing it: they provide a starting point for further refinement, and make the written word accessible to more people than ever. They can’t be expected to satisfactorily produce the finished article, nor be relied upon for sensitive communication.

For financial institutions, AI transcription services raise serious questions around data privacy and consent. Human oversight is central to the successful implementation of these tools, both from an accuracy and ethics standpoint. Doing so requires a compliance partner with specific competence in addressing AI usage.

How can compliance departments best approach AI transcription?

While regulatory bodies and auditors are continually reviewing their guidelines to address the shifting use of automated recognition software (ARS) in the workplace, companies and internal compliance departments must also respond to these new communication models. While meeting regulatory requirements is essential, so too is creating a culture where employees understand the risks of AI and their responsibilities while using it.

At the executive level, companies must weigh the risks of any short-term financial benefit offered by AI tools against long-term security, data privacy, employee satisfaction, and the overall quality of their company’s output.

Compliance departments require a partner that leverages the latest technologies to ensure their business’s communications remain secure, even in the constantly-shifting world of online communications.

There are three concrete mitigation measures companies can employ to manage, and even benefit from, the rise of AI text services:

1. Capture voice notes and transcripts in compliant systems alongside original audio files for verification.

2. Train staff on the limitations of AI transcription tools and encourage a “verify before submit” workflow.

3. Monitor AI updates and emerging standards to ensure transcription fidelity meets regulatory expectations.

By partnering with 1GLOBAL, companies can enjoy the advantages of ARS and transcription tools while adhering to their regulatory duties.

1GLOBAL Compliance

Meeting compliance and recording obligations is an essential requirement for any financial institution. For international financial organizations operating across differing regulatory environments and jurisdictions, these challenges are complicated further.

Compliance solutions like those offered by 1GLOBAL provide in-depth recording and device intelligence, mapping not only the content of every call, text, or message, but also the exact device used for every interaction.

1GLOBAL is a single compliance partner that captures calls, messages, videos, and more across all users worldwide. A centralized platform enables compliance departments to efficiently manage team members across various regulatory environments and global regions, keeping pace with the latest developments in business communications. In-house AI transcription solutions are just one example of 1GLOBAL's compliance technology. It’s this combination of simplicity and technical prowess that makes us a trusted partner to 8 of the world’s 10 largest investment banks.

Find out how 1GLOBAL can help your business set exceptional compliance standards by speaking to our team.