A-Square Consultancy

AI & operations consultancy

The operating brain you can now hire

We find what's capping your growth, build the AI that unlocks it, and put senior operators behind it, until the number moves

For founder- & operator-led companies · Product · multi-unit services


The shift

Everyone adopted AI.
Almost no one is getting results

Most buy AI off the shelf. We build it for your business, and own what it does

Now every business can run enterprise-level AI, the same machine, built for theirs

of enterprise AI efforts show no measurable impact

have already scrapped most of their AI initiatives

hit the ROI they expected

How it works

An engine. Not a chatbot

We build it inside your business, forward-deployed and embedded, the way the leading AI labs work. A human owns every call.

Marketing agent Demand & growth
Finance agent Pricing & margin
Operations agent Ops & capacity
Revenue agent Revenue & retention
SCANNING
the ASC Engine
Consultant review Human sign-off
Growth unlocked
0 ×
member lifetime value, held on the curve
operator approved · owned by you
THE ENGINE WE BUILD INSIDE YOUR OPERATION Your AI agents do the work. Human in the loop owns every call
The work

Where AI is already changing the business

Businesses where AI is already moving the numbers across consumer brands and services, the problem it solves, and the system we'd build inside yours.

Drag or scroll to explore all six →
Home & field services AI front desk
01 / 06
The problem

The phone rings while you're under a sink

Nobody answers, and that customer just called your competitor. After hours, mid-job, at peak, the calls you miss are jobs you've already paid marketing to win, handed to whoever picks up.

The solution

We deploy an AI front desk that answers every call and text in seconds, qualifies the job, books it into your scheduler, and follows up on the ones that go quiet.

Missed calls become booked jobs

Every call you don't catch is revenue walking next door. We make sure it lands with you

Proven at scale by Roto-Rooter
Consumer brands Content engine
02 / 06
The problem

A season of campaigns, just you and a freelancer

Big brands ship and test ten times the marketing you can, because they have the team. You're capped by hours, not ideas.

The solution

We build a content engine tuned to your brand voice that creates and localizes campaigns, product copy, and ad creative at volume, so your team approves the work instead of making it from scratch.

More shipped, more tested, more that converts

You don't need a bigger team. You need the one you have to move ten times faster

Proven at scale by the AI creative behind Coca-Cola & Nike
Studios & memberships Retention engine
03 / 06
The problem

They stop coming for three weeks. Then cancel

By the time you noticed, it was too late. The members you lose rarely complain first. They just fade, and you find out when the payment stops.

The solution

We build a retention engine that reads your booking and payment signals, flags who's slipping weeks early, and triggers the right save: a nudge, an offer, a call from a coach.

Churn down, lifetime value up

Keeping a member costs a fraction of finding one. We catch the ones drifting away while there's still time

Proven at scale by the churn prediction behind Netflix & Spotify
Multi-unit operators Demand forecast
04 / 06
The problem

Half your shifts are slammed. Half stand idle

And your storeroom is full of the wrong stock. Labor and inventory are your two biggest costs, and both run on gut feel and last year's spreadsheet.

The solution

We build a forecast off your POS and scheduling history that tells you what to stock and who to staff, by location, by shift, before the week starts.

Less cash in idle stock and unworked hours

You're always over or under, overstocked or sold out. We make the call before the week does

Proven at scale by Starbucks' demand & staffing forecasting
The operating layer Executive bench
05 / 06
The problem

You're the CEO, the CFO, and head of ops, before lunch

The business has outgrown what one person can hold in their head, but a senior team to share the load isn't in the budget.

The solution

We build an operating layer for your business: AI that watches your numbers, surfaces what needs attention, and drafts the decisions, with a senior operator behind every call.

An executive bench, at your size

The operating brain you couldn't hire, now built into how your business runs

Proven at scale by the BI teams & Chief AI Officers big companies have
Franchise & retail floors Vision · partner-powered
06 / 06
The problem

You can stand in one location at a time

The others are running on trust. A bare shelf, an off-standard display, quiet shrinkage. At the sites you're not in, problems cost you for weeks before anyone says a word.

The solution

We architect a computer-vision system across your locations, bringing in the right specialists, that flags what's off-standard, site by site, without you driving to each one.

Consistency, enforced everywhere at once

Your best location is the standard. We hold every other one to it

Proven at scale by Amazon's shelf vision & Kroger's display monitoring
Working with us

An engagement built around your business

We pair AI agents with experienced consulting operators and stand behind every recommendation

Step 1
Diagnose +
Embed across the whole operation, not just leadership
Map the data, what exists, what's missing, what's unread
Name the one constraint capping growth, write the build brief
In hand A written constraint map and build brief
Step 2
Build +
Design the architecture around your constraint, nothing generic
Build custom AI agents, workflows and integrations
Test against your real data before anything touches the live business
In hand A working system, tested and ready
Step 3
Deploy +
Launch inside the business with your team, a joint operation
Measure directly against the constraint, is the number moving?
Iterate on real results until it's working reliably
In hand Live and proving itself. Real results, not a pilot
Step 4
Embed +
Document every decision in plain language your team can run with
Train your team on the system they now own, the why, not just the how
Hand off the code, data and playbooks, fully yours
Owned by you

Not every problem needs six months. Start with a focused diagnostic, a single build sprint, or an ongoing partnership. Every format begins with us finding the constraint.

Start with a diagnostic →

A-Square Consultancy

You've taken the business as far as it goes on its own

Every company deserves a brain trust. Now every company can have one

With a senior consultant team and AI working on it continuously, the ceiling moves. Whatever's capping your growth, there's a team, and the AI muscle, ready to work on it.

The operators

Built by operators who've run the functions they advise on, growth, operations, and AI deployment inside real businesses.