AnswersFrontline work

How can AI help frontline and field workers?

In short

AI reaches frontline and field workers through the interfaces they already use: voice, the phone camera and messaging, with no new app or training. It helps them find the right procedure, log work as it happens, order parts and get answers on site. What blocks it is operational: identity, shared devices, patchy connectivity and language, each with a known fix.

What blocks frontline AI, and what fixes it

BlockerWhat it looks likeWhat fixes it
IdentityWorkers without a company email or a login.Sign-in by phone number or badge, tied to the worker's role.
Shared devicesOne tablet per crew, passed between shifts.Per-person sessions and access that follows the worker, not the device.
ConnectivityBasements, plants, rural sites and moving vehicles.Capture offline and sync later, with voice and photos queued.
LanguageCrews that work in several languages.Agents that listen and answer in the worker's language.

What it is good for

Logging work by voice or photo as it happens, so the record is complete. Pulling the right procedure, manual or safety step for the equipment in front of the worker. Reporting an issue with a photo and getting the next step. Ordering parts and checking schedules without a call to the office.

Better records improve everything downstream

In field operations, the expensive problem is often a thin record of the work: durations estimated, parts guessed, proof missing. When AI captures the work as it happens, scheduling, parts forecasting, billing and compliance all improve, because each depends on that record.

Frequently asked questions

Do frontline workers need a new app?

No. Voice, the phone camera and messaging apps they already use are enough, with sign-in tied to their role.

Does it work without a signal?

Capture can happen offline, with voice notes and photos synced when the device reconnects.

What should we measure?

Time to log work, first-time fix rate, parts accuracy, billing lag and safety reports, each against a baseline.

See it running on your company's real work.

More answers →

Be the next big thing

Dream big, build fast, and grow far with Fig

Fig Desktop for Mac and Windows