Murrieta · Temecula · Inland Empire

A forward deployed engineer, on your site in Murrieta and Temecula.

AI projects die in the gap between a demo and how a business actually runs. I close that gap by working inside it — your office, your systems, your jobs — until something real is in production.

Start with the audit See how it works

Fixed feeSix weeks to productionCode stays yours

Deployment boardexample

Scopedweek 1–2

IF-118Map quote-to-invoice path across CRM and QuickBooksMurrieta

IF-121Index warranty terms and submittals for field lookupTemecula

On sitebuilding

IF-104After-hours intake agent, books against live calendarMenifee

Shippedrunning in production

IF-092Dispatch board pulling live crew and job statusLake Elsinore

IF-087Nightly reconciliation between field software and booksRiverside

Client sees this boardSample tickets

A-01 — Definition

What a forward deployed engineer actually is

A forward deployed engineer is a software engineer who works inside the client's business rather than from a vendor's office — sitting with the people doing the work, building against their real systems and real data, and shipping straight to production. The model came out of enterprise software companies who found that generic products kept failing on messy real-world operations.

It applies just as well to a forty-person contractor in Murrieta as it does to a Fortune 500. The bottleneck is never the model. It's that nobody outside your business knows how a job actually moves from the phone to the truck to the invoice — and you can't automate a process nobody has watched.

Najee WalkerPrincipal Forward Deployed Engineer

S — Services

Five things I build, in the order they usually ship.

S-01

AI workflow automation

Kill the copy-paste work between your systems.

Quotes retyped into the CRM, invoices keyed into QuickBooks, job photos filed by hand. I sit with the people doing it, map the actual path a job takes through your business, and replace the manual hops with agents that read, decide, and write back into the systems you already pay for.

Intake, dispatch, and billing handoffs run without a human retyping anything
Every automated action is logged and reversible
Your team keeps the same tools — the work between them disappears

S-02

Internal tools and dashboards

One screen instead of six tabs and a whiteboard.

Most operators run the business out of a spreadsheet nobody trusts and a whiteboard nobody updates. I build the single screen your dispatcher, office manager, or owner actually needs — pulling live from your field software, accounting, and phone system.

Live job, crew, and revenue status in one place
Built on your real data, not a demo dataset
Works on a phone in a truck, not just a desktop

S-03

AI intake and response

Answer every lead in under a minute, day or night.

Missed calls and after-hours web forms are the most expensive leak in a local services business. I deploy an intake agent that answers, qualifies against your real service area and job types, books against your live calendar, and hands a human a clean summary.

After-hours and overflow leads get a real response
Qualification rules match how you actually take work
Every conversation lands in your CRM with a transcript

S-04

Private knowledge systems

Your manuals, contracts, and job history, searchable in plain English.

Twenty years of SOPs, warranty terms, submittals, and estimator notes sitting in folders nobody opens. I build a retrieval system over your own documents so a tech in the field or a rep on the phone gets a cited answer in seconds — running on infrastructure you control.

Answers cite the source document and page
Your data stays in your account, not a vendor silo
New documents are indexed automatically as they land

S-05

AI readiness audit

A two-week look at where automation actually pays.

Before anyone writes code: two weeks on site and in your data, ending in a ranked list of automation opportunities with cost, effort, and expected payback for each. You own the document whether or not you hire me to build any of it.

Ranked opportunity list with real numbers from your systems
A clear no-go list — the things not worth automating yet
Fixed fee, fixed scope, yours to keep

P — Process

Three phases. You can stop after any of them.

Nobody signs a twelve-month contract to find out whether this works. Each phase produces something you keep whether or not you buy the next one.

01Audit — two weeks

I spend two half-days on site watching how work moves, then get read-only access to your systems. It ends in a ranked list of automation opportunities with cost, effort, and expected payback, plus an explicit list of what is not worth automating yet. Fixed fee. Yours to keep.

02Pilot — six weeks

One workflow off that list, built and put into production on real jobs with real users. Everything runs in your cloud accounts, the repository is yours from the first commit, and your office staff are trained on it in person before I leave.

03Embedded — ongoing

One day a week on site, shipping continuously against a shared backlog, with monitoring and on-call for what I built. Monthly review covering what shipped, what it costs to run, and what is next. Thirty days notice to end it.

C — Cost

Prices are published so you can decide before you call.

Readiness audit

$4,500

one-time

Two weeks. On-site discovery, systems access review, ranked opportunity list.

Two half-days on site
Read-only review of your CRM, accounting, and field software
Ranked automation opportunities with cost and payback
Recorded walkthrough of the findings

Pilot build

$18,000

one-time

Six weeks. One workflow, shipped to production and running on real jobs.

Everything in the readiness audit
One workflow built, tested, and deployed
Your team trained on it in person
Source code and infrastructure in your accounts
30 days of post-launch support

Embedded retainer

$9,500/mo

monthly

Ongoing. On site weekly, shipping continuously, on call when it breaks.

One day a week on site
Continuous delivery against a shared backlog
Monitoring, evals, and on-call for what I built
Monthly review with cost and usage reporting
Cancel with 30 days notice

Card or ACH through Stripe. Audits are invoiced up front; pilots are split across two payments; retainers bill monthly and cancel with thirty days notice.

G — Ground covered

Close enough to show up.

On-site work is standard for anyone within about an hour of Murrieta, which covers southwest Riverside County and most of the Inland Empire. If you are further out, the audit can run remote and the pilot can be scoped around fewer site days — say so and I will tell you honestly whether it still works.

Murrieta Temecula Menifee Lake Elsinore Inland Empire

Q — Questions

The ones that come up every time.

What is a forward deployed engineer?

A forward deployed engineer is a software engineer who works inside the client's business rather than from a vendor's office — sitting with the people doing the work, building against their real systems and data, and shipping to production directly. The model comes from enterprise software companies who found that generic products failed on messy real-world operations, and it applies just as well to a 40-person contractor as to a Fortune 500.

How is this different from hiring an AI agency?

An agency sells you a project scoped from a call and delivered by a rotating team. A forward deployed engineer is one named person on your site, in your systems, shipping code you own. There is no account manager between you and the person writing the software.

Which cities do you serve?

Inland Forward serves Murrieta, Temecula, Menifee, Lake Elsinore, and the wider Inland Empire including Riverside, Corona, Moreno Valley, Ontario, and Rancho Cucamonga. On-site work is standard for clients within about an hour of Murrieta.

What does an AI automation project cost for a small business?

Engagements start at a fixed-fee two-week readiness audit and move to a six-week pilot build if the numbers justify it. Pricing is published on the pricing page rather than quoted case by case, so you can decide whether to have a conversation before you have one.

Who owns the code and the data?

You do. Everything is built in your cloud accounts under your credentials, and the source code is in your repository from the first commit. There is no platform to be locked into and no per-seat license.

How long before something is actually running?

The pilot build is scoped to put one workflow into production in six weeks, running on real jobs with real users. If a workflow cannot get to production in six weeks it is too big to be a first project, and it gets broken down.

Do you work with businesses that have no technical staff?

Yes, and that is the common case. Most Inland Empire operators run on off-the-shelf field software with no engineer on payroll. Part of the engagement is leaving behind documentation and training so the system is operable by your office staff.

A-02 — Start here

Tell me where the work gets stuck.

Five minutes of specifics beats a discovery call. I read every one and reply within one business day with a real read on where automation would pay for you first — or that it wouldn't, which is also an answer.