There was a time when recording your voice meant putting an empty cassette into a rectangle metal box and pressing the record button. Later, the voice recorder app on a phone seemed revolutionary. You could record an impromptu singing session, save a college lecture for last-minute exam preparation or capture an interview without carrying another device. Now the recorder is learning to do more than record.

Hardware AI recorders are dedicated, pocket-sized devices designed to capture audio and connect it with artificial intelligence. They can transcribe conversations, identify speakers, summarise meetings, extract action points and, in some cases, organise information into mind maps or structured notes.

The category ranges from credit-card-sized devices to wearable recorders. The Plaud Note, for instance, is an ultra-thin recorder that offers two recording modes. Its microphones capture in-person conversations, while a vibration-conduction sensor can pick up phone calls when the device is attached to the back of a compatible smartphone using MagSafe. Its companion software can transcribe conversations in more than 110 languages and distinguish between speakers. Its sibling, the Plaud NotePin S, takes the recorder off the desk and puts it on the user. It can be worn as a pin or a necklace, allowing professionals to record hands-free. It offers up to 20 hours of recording. Other products are experimenting with different form factors. Soundcore Work, from Anker, is a coin-sized wearable recorder with a double-tap function that lets users mark an important point in a conversation.

Hidock 1 is designed for the desk, recording online or face-to-face meetings through Bluetooth headphones.

The hardware itself is straightforward but purpose-built. These devices typically use multiple MEMS (micro-electro-mechanical systems) microphones arranged in arrays to improve voice pickup, acoustic beamforming and noise isolation. Some models use vibration-conduction sensors to capture sound travelling through a phone’s chassis. Flash storage and rechargeable lithium-polymer batteries allow them to remain small enough for everyday carrying.

The bigger attraction, however, is not the microphone. It is what AI does with the recording. For executives, an hour-long boardroom discussion can be converted into a summary, a list of decisions and follow-up tasks. Salespeople can use recordings to revisit client conversations. Lawyers and consultants can document meetings and consultations, subject to applicable consent and privacy requirements. For journalists, instead of repeatedly playing back an interview to find a quote, one can search a transcript and use speaker identification to locate relevant portions. Dedicated microphones and noise-cancellation systems can also help when interviews take place in crowded public spaces. Students and researchers are potential audience. A long lecture can be recorded while the student listens instead of typing continuously. Companion software can then turn the material into notes or summaries. A wearable recorder can capture a thought while someone is travelling, walking or between meetings. An unstructured voice note can later become a list, an outline or a reminder.

The convenience, however, comes with a price. Users frequently praise the transcription accuracy and the physical simplicity of devices such as the Plaud Note. Dedicated microphones can perform better than a phone in certain recording situations, while the one-touch operation removes the need to unlock a smartphone, open an app and start recording. But the biggest complaint is often what happens after the hardware has been purchased. Many AI recorders restrict the number of transcription minutes available on their free plans. A device that can cost more than $150 may come with only a limited monthly allowance, often around 300 minutes, after which regular users need to pay for a subscription. For someone recording meetings or lectures every day, those minutes can disappear quickly.

Hardware quirks can add another layer of frustration. Some models use proprietary charging accessories rather than the increasingly ubiquitous USB-C standard. Lose the cable while travelling and a functional recorder can become temporarily useless.