Los Angeles — Est. 2016

CANVAS by MV

AI Implementation & Automation

Less busywork. More business.

From our studio in Los Angeles, we help businesses put AI to work where it actually counts — the follow-ups, updates, paperwork, and hand-offs that quietly eat your team’s week. A practical roadmap, built and tested on real operations, that fits almost any line of business.

01 Proven in practice

Five paid tools replaced by one connected system.

For a wholesale and direct-to-consumer manufacturer, we replaced an aging website and a stack of manual tasks with a single platform: online store, built-in CRM, automatic customer emails, shipment tracking, a trade portal, and SEO content — all working together.

0×

Request volume handled

quarter one to quarter three, same team

0%

Abandoned forms recovered

leads that used to vanish

~0

Staff hours saved

on routine emails alone (est.)

0.6×

Search impressions

in four months

Figures from client CRM records and Google Search Console, 2026. Hours saved is an estimate based on three minutes per hand-written email.

02 The roadmap

Six steps from manual to streamlined.

No hype and no big-bang launch. A clear, phased plan where the work that touches every customer goes first — and every release is small, tested, and measured.

01

Audit

We map every task that costs your team time, costs you money, or lets a customer slip away — channel by channel, because different customers need different things.

02

Prioritize

Each idea is ranked by two questions: how much time or revenue does it touch, and how fast can it ship safely? That becomes a phased roadmap with a budget and clear goals.

03

Consolidate

We connect the tools you already rely on and replace the extra logins and per-seat subscriptions with one system that holds your customers, orders, and data in one place.

04

Automate

AI workflows and assistants take over the repetitive work across sales, customer service, operations, and marketing — written to sound like a real person on your team.

05

Pilot & refine

Every feature is built in preview, tested on real records, released in small pieces, and watched closely. Problems get caught by testing, not by your customers.

06

Guardrails & training

Clear rules for privacy, accuracy, and human review — plus short, one-screen guides so your team can run the system with confidence from day one.

03 Workflows we automate

The repetitive work, handled.

Every workflow replaces a task someone used to do by hand. Every automatic message is written like a real person on your team — first name, short sentences, one clear next step.

01

Automatic status updates

Customers hear from you the moment something changes — no one copying details into emails by hand.

Order shipped · Appointment confirmed · Project milestone reached

02

Lead recovery

Half-finished forms are saved and followed up with a friendly reminder, so interested people stop disappearing.

Quote requests · Booking forms · Sign-ups · Applications

03

AI document reading

AI reads long documents, pulls out what matters, and drafts the next step for a person to review.

Contracts · Plans & specs · Intake forms · Invoices

04

Instant documents

The right branded document, built in seconds for the right customer — and every send is logged.

Quotes · Proposals · Price lists · Onboarding packets

05

Onboarding & follow-up

New accounts are set up automatically, and timely follow-ups invite the next step without anyone remembering to send them.

Welcome emails · Check-ins · Reorder reminders · Reviews

06

One view of the numbers

Instant alerts when something important arrives, plus a single dashboard that shows how the business is really doing.

New inquiry alerts · Pipeline · Monthly performance

04 Guardrails

AI that stays human.

Automation should earn trust, not risk it. These rules apply to every system we build.

Human review

AI drafts, a person approves. Nothing customer-facing goes live without sign-off.

Accuracy

Legal and policy text is used word for word. Product and service claims must match your source of truth.

Privacy

Customer data stays in your own system — never pasted into outside AI tools.

Security

Private pricing and accounts sit behind a login. Keys and credentials are never exposed in the browser.

Data safety

Hide, never delete. No destructive changes to your data without written approval.

Change control

Every change is saved as a restore point before it is published.

05 Who it’s for

If your business runs on repeat tasks, it fits.

Retail & e-commerceWholesale & distributionProfessional servicesHealth, wellness & clinicsConstruction & tradesReal estateHospitality & foodCreative studios & agencies

Whether you sell to businesses, to consumers, or both, the same approach applies: find the hours lost to manual work, connect the tools you already use, and let AI handle the routine — while your team focuses on the work only people can do.

Start with an audit

Give your team its time back.

We’ll map where your hours and leads are going, and show you which automations would pay off first.