frog, part of Capgemini  |  Agentic AI for the Front Line

Make every frontline worker perform like your best.

Some of your people just know — how to fix it, where it is, how to make a customer's day. Frontline AI bottles that brilliance and puts it in the hands of everyone — meeting your teams where they work, and taking action on their behalf.

The Frontline Story

See it in action.

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Built for large, underserved frontlines

For the workforces that technology left behind.

The businesses with the biggest frontlines have made do with clipboards, radios and legacy apps for too long. Frontline AI is built for them — teams whose scale and complexity have kept better tools just out of reach.

Retail

Store associates

Product, availability, promotions and procedures — answered in the aisle, hands-free.

Manufacturing

Line & plant teams

Machine maintenance, standard procedures and safety, guided right at the point of work.

Energy & Utilities

Field & site technicians

Asset guidance, diagnostics and compliance — on hand wherever the work takes them.

Financial Services

In-branch staff

Product detail, policy and service answers at their fingertips, across every branch.

The Frontline AI Platform

Three layers. One system.

One assistant, every surface

Voice-first by design for hands-busy work, app-enabled for visual depth, desktop for complex admin, wearables for spatial guidance and metahumans for human-feeling coaching. The same assistant, the same context — whichever surface fits the moment.

Explore the touchpoints →
Headsets Apps Desktop Smart wearables Metahumans

Interoperable by design — start a task on one, finish it on another.

An always-on agentic workforce

An Orchestrator routes every request to the right specialist. Task agents execute work in your systems. Knowledge agents answer in the moment. Always-on agents watch performance, safety and stock around the clock — and act before issues escalate.

Meet the agents →
Orchestrator Task Agent Knowledge Agent Inventory Agent Safety Agent Coaching Agent Performance Agent

Agents operate independently and augment your people in real time.

Built on your systems and data

Frontline AI connects to the systems you already run — task management, inventory, scheduling, knowledge bases, ticketing, cameras and IoT — on a secure, enterprise-grade cloud foundation. One platform that rationalises the app sprawl your teams juggle today.

See the architecture →
Task management Inventory & stock Workforce scheduling SOPs & knowledge Smart cameras & IoT Ticketing Secure cloud foundation
How it comes together

From scattered to orchestrated.

The frontline juggles a dozen disconnected tools. Frontline AI brings them into one experience — reachable through whichever touchpoint fits the moment.

Interoperable Touchpoints

Start on voice. Finish on screen.
Never lose the thread.

Frontline environments are fast, loud and hands-busy. No single device fits every moment — so Frontline AI hands tasks between touchpoints with full context. One example, on a shop floor:

01 Headset · Voice

Ask hands-free

Mid-task, a colleague asks their headset for help — no walking to the back office, no logging in.

"How do I clear error E3 on the self-checkout?"
02 Headset · Voice

Get an instant answer

The agent talks them through the first steps — and recognises this fix needs visual guidance.

"Step one: open the printer panel. Want me to send the full guide to your device?"
03 Mobile · Multi-modal

Continue on mobile

The same task appears on their device — same context, now with step-by-step photos and video of the exact repair.

Annotated images · 40-second video · checklist
04 Metahuman · Coaching

Learn it for good

Afterwards, a metahuman mentor offers a two-minute coaching session so next time they won't need to ask.

Logged automatically. Manager visibility. Zero paperwork.

Every touchpoint shares one brain. Context never gets lost in the handoff.

One experience, many use cases

One connected experience.

The same intelligent experience, surfaced through whichever touchpoint fits the moment — unlocking the work that matters most on the frontline. Start where the value is clearest, then grow into the rest.

01

Product Catalogue

Find & sell

Price, availability and promotions — answered by voice in the aisle, with the detail shown on screen the moment it helps. No terminal, no logging in.

Voice & multimodal
02

Health & Safety

Keep people safe

Run a check, log an issue or pull up the right procedure — hands-free, in the flow of the job. And drop into the full app whenever someone needs to go deeper.

Voice-driven, app-ready
03

Machine Maintenance

Keep things running

Don't have an app for it? We bring our own — trained on your equipment, with step-by-step guides in pictures, video and text, deployed alongside everything else.

Deployable app
Why it matters

Significant potential to drive real-world outcomes.

Every team has its stars — the ones who make everything work. Frontline AI captures what they know and brings it to life for everyone, on every shift. Less time hunting for information, more time serving customers — the job made easier, faster and better supported.

Get Started

How to work with Frontline AI.

Three phases. Start small, prove value fast, scale with confidence.

01

Pilot & Prove

Experience it in your context

A voice-first assistant live in 1–3 of your sites, built on your data and your verbiage. Validate core use cases, gather real feedback, shape the business case.

4–6 weeks
02

Launch & Embed

Scale across a region

Roll out across a region to validate operations at scale. We embed it in your workflows, upskill your teams and expand functionality with the business.

~12 weeks
03

Extend & Evolve

Frontline as a service

Full-estate rollout with continuous feature development. We take ownership of frontline outcomes — you pay for results, not seats.

Ongoing delivery
See the full approach →

Start the conversation.

A two-day innovation deep-dive is all it takes to find your highest-value use cases.

Contact us