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Tell us about the job.

Two steps, one real job. We will help you decide whether Phoros fits and show what it can do inside your tools and boundaries.

  1. The job
  2. Your details
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Forward deployed engineers

Put an engineer inside the workflow.

A forward deployed engineer works beside your team to find the workflow that matters, builds what is missing on the Business Operating System, pilots it on real cases and measures the result in daily use.

Run the audit
Become a forward deployed engineer
Illustrative diagram · Forward deployed engineers

The difference

The job is better work, not more AI.

A forward deployed engineer works in the gap between a model demo and a workflow people trust every day.

  • Starts from how the job is really done
  • Keeps the calls that matter with people
  • Judged by the result in daily use
Illustrative diagram · Forward deployed engineers

The delivery loop

Six moves, from watching the work to measuring it.

The engineer carries the whole path, from the first conversation to the measured result. Building is one move inside it, not the finish line.

  1. 1

    Observe and map

    Sit with the people doing the job and record the real sequence, the exceptions, the inputs and the decisions. Then turn it into steps with owners, volume, failure cost and a clear finish.

    • The job watched as it is done
    • Hidden rules written down
    • An owner and a finish for every step
  2. 2

    Assign and connect

    Keep fixed rules in software, give messy reading and drafting to virtual staff and leave consequential calls with people. Build on the systems the business already trusts.

    • Rules and totals in software
    • Reading and drafting by virtual staff
    • Consequential calls with people
  3. 3

    Pilot and prove

    Run past cases with known answers, inspect every miss and send doubt to a person. Then measure adoption and the result: time returned, cost removed, revenue enabled or risk reduced.

    • Past cases with known answers
    • Every miss inspected
    • Adoption and the result measured

Software, virtual staff and people

Each step goes to whoever should carry it.

A forward deployed engineer combines process work, software, virtual staff and review instead of forcing the whole job through one tool. Doubt always has somewhere to go.

  • Rules and totals in software
  • Reading and drafting by virtual staff
  • Consequential calls with people
Illustrative diagram · Forward deployed engineers
  • Fixed rules stay in software

    Prices, totals, stock and dates are worked out the same way every time.

  • Messy reading goes to virtual staff

    Messages, documents and images are read and drafted, and each result is shown in the workflow.

  • Consequential calls stay with people

    Credit, refunds and regulated or rare decisions stay with the people responsible for them.

  • Doubt goes to a person

    An uncertain result goes to a named person instead of being guessed.

  • Existing systems stay the source

    The records the business already trusts remain the source of its data.

  • Every exception has an owner

    An exception has a named owner and a way back, so nothing waits unseen.

Start with the work

Run a forward deployment audit.

Map one repetitive workflow. The result shows where fixed software, virtual staff and a person should each carry the work. Your answers stay in this browser unless you choose to contact us.

For example, trade orders sent by WhatsApp
From 1 to 50,000
From 1 to 1,440

Your map

The result appears here.

The hours at stake each week, who should carry the work, a first pilot and how to measure it.

The profession

Become a forward deployed engineer.

Carry a client's workflow from the first conversation to daily use. You find the work worth changing, build on the business's own records, pilot it with the people who do it and stay until the result is measured.

  • Discovery beside the people who do the work
  • The build, the pilot and adoption
  • A result the business can measure
Illustrative screen · Forward deployed engineers
  • What you carry

    Discovery, the build, the pilot and adoption for each workflow, often on site with the team.

  • What you measure

    Adoption, time returned, cost removed, revenue enabled or risk reduced, on real cases.

  • What you leave behind

    A workflow the team runs every day, the measure that proves it, and what worked, written down for the next deployment.

Field Notes

Learn the practice in eight parts.

The scarce skill is not prompting. It is combining process discovery, delivery, evaluation and adoption around a business result.

  • Part 1

    What Is a Forward Deployed Engineer?

    What the role owns, and why it sits between operations, software and AI.

    Read part 1
  • Part 2

    How to Become a Forward Deployed Engineer

    A practical path to a real deployment portfolio, without waiting for a new title.

    Read part 2
  • Part 3

    The Forward Deployed Engineer Tool Stack

    What an engineer needs to inspect, build, evaluate and hand off a workflow.

    Read part 3
  • Part 4

    How to Run a Forward Deployment Audit

    Find the right workflow, map its hidden rules and estimate its value before building.

    Read part 4
  • Part 5

    Human vs Software vs AI: Who Should Own Each Workflow Step?

    A way to give each step to people, software, AI or a controlled mix.

    Read part 5
  • Part 6

    Forward Deployed Engineer vs Solutions Engineer vs AI Consultant

    Where the roles overlap, where they differ, and when each one helps.

    Read part 6
  • Part 7

    Evaluations and ROI for Forward-Deployed AI

    Connect the quality of a workflow to time, cost, adoption, revenue and risk.

    Read part 7
  • Part 8

    Build a Forward-Deployed Engineering Practice With Phoros

    Turn forward deployment into a repeatable professional service.

    Read part 8
See all Field Notes

How we test

Tested on real days, not demo scripts.

In the summer of 2026, Phoros Pilots ran for eight weeks with agents carrying real business jobs under daily human review. Stakeholder acceptance was the test. We publish evidence as the work supports it, so ask us what the current results show.

How we test

Your practice, online on day one

A web presence for your practice, ready before the first client.

Three finished sites for professional practices: a consultancy, an intake desk and a logistics product. Start from one, and the cards, flyers and social content follow to match.

18 finished sites 8 categories Browse the gallery

Every site is a complete page, and the same desk makes the business cards, flyers and social content to match. See brand development and management

Where to go next

The product, the partnership and the practice.

Each has its own page, so you can go straight to the one your next decision needs.

  • Developers

    Build on Phoros.

    Full-stack business apps on the business's own records, reviewed in a working preview and released by a person.

    See developers
  • Partners

    Bring a client practice.

    Agree responsibilities and commercial terms with Phoros before the work begins.

    See partners
  • Field Notes

    Keep learning.

    Role design, audits, workflow ownership, evaluations and building a practice.

    Read Field Notes

Connections

Build on the systems the business already trusts.

A deployment connects the work to the tools in use today: built-in tools work directly, and anything with an API can be reached from the server.

Built in today

  • AccountingQuickBooks
  • WorkspaceGoogle WorkspaceMicrosoft 365
  • MessagesWhatsAppMeta
  • PaymentsStripePowerTranzDIME
  • Meetings and dataFireflies

Can be connected

Tools with an MCP server connect through open connectors, and Software OS can build a connection to anything with an API.

  • AccountingXeroSage
  • CustomersHubSpotSalesforceZendesk
  • WorkspaceSlack
  • MessagesTwilio
  • PaymentsPayPalMercado PagoPayUPaystackFlutterwave
  • Meetings and dataZoomAirtable

Forward deployed engineers

Bring one workflow. Leave with a deployment plan.

Run the audit yourself, or work through it with an engineer. We map the process, connect the systems and records, decide what to build and agree the result worth measuring.

Run the audit
See partner terms

Questions

Before your first deployment.

Something else on your mind? Our team will talk it through with you.

What does a forward deployed engineer do?

Works beside the business from discovery to daily use: finding the workflow that matters, building or connecting what is missing, piloting it on real cases and measuring the result. The working workflow is the deliverable, not advice or a demo.

Is this the same as AI consulting?

No. Advice may start the work, but a forward deployed engineer stays through the build, the pilot and adoption, and is judged by the result in daily use.

What does Phoros provide?

The Business Operating System the work runs on: the business's own records, a full-stack IDE with working previews, a deployment pipeline to the web, phones and desktops, and virtual staff for routine work.

What should the first deployment be?

A repeated workflow with enough weekly volume to matter, past examples with known answers, a named owner and a failure cost you can contain during a pilot. The audit above helps you choose.

Where do virtual staff fit?

In repeatable reading, drafting, follow-up and checks. Regulated, sensitive, rare or costly decisions stay with the people responsible for them.

How do I become a forward deployed engineer?

Start with one real workflow: run the audit, work through the eight Field Notes, and talk to us about your first deployment. If you bring client work of your own, Partners sets out responsibilities and terms.