The AI Capability Sprint · for professional firms

Weeks of work, done in days.

A partner-led sprint that turns your team into AI orchestrators — running a small team of agents to absorb the admin, draft in minutes, and verify their own work. Built into how your firm actually operates, with governance from the first line.

Orchestration stack Agent teams Cross-model verification Real-time drafting Governed adoption
Book a discovery call → See the three formats →

A paid discovery conversation. Come with skin in the game; leave with clarity, the opportunity, and a roadmap — whether you engage us or not.

Built & live: Training CombinedRELXSydney & nationwide
3-Day Capability Sprint
What a single bottleneck costs · per year
$100,000+
Senior time on work a well-built system should absorb.
Day 1Capability — stack, agents, verification, live on every laptop
Day 2Find the number — the workflows quietly costing the most
Day 3Build & embed — systems your team can run again themselves
The orchestrator shift

The advantage is no longer who knows the most tools — it's who can direct them. Work that took a fortnight of senior hours now takes a focused day, when one person runs a small team of AI agents instead of doing it all by hand. We teach your firm to operate that way, deliberately and defensibly.

Why now

Everyone knows AI matters. Almost nobody knows what to do next.

AI is moving faster than leadership can process and faster than teams can absorb. Standing still has a cost — and it isn't only productivity.

01

The capability gap

Smaller, faster teams are out-drafting and out-servicing firms twice their size. The gap compounds weekly.

02

The talent risk

Your best people want leverage. If you don't give them AI capability, they'll move to a firm that does.

03

The governance trap

Ad-hoc AI use is already happening in your firm — without policy, oversight or a defensible data posture.

What your team gains

Five capabilities — kept, not rented.

Your team leaves able to do this themselves. No dependency on us, no black box — capability transferred and demonstrated.

i

The Orchestration Stack

A small, capable set of AI tools each person can drive — set up, configured and standardised for your firm, rather than a scatter of half-used logins.

ii

Your Agent Team

At least one agent per person handling the inbox tax, research, meeting prep and follow-up — the non-billable admin that erodes the week and frees seniors for judgement work.

iii

Cross-Model Verification

Run the same question across two or three models and have one adjudicate the best-supported answer. Outputs you can defend to clients and regulators — resilient to any single model's mistakes.

iv

Real-Time Drafting

Capture the thinking once, let AI produce the rough first version immediately, then refine with a human eye. A client letter or proposal drafted in minutes, finished with judgement.

v

Governed Adoption

Clear policy, data handling and human review built in from the start — AI you can put in front of partners, clients and regulators without flinching.

Three ways to engage

Start small, or go deep. Either way, leave with capability.

Every engagement begins with a paid discovery conversation, so we both arrive prepared and the time is well spent.

Entry

Discovery Conversation

60–90 minutes · paid

We look inside your firm and find the money, the risks, and a roadmap you can act on.

  • The bottleneck, costed
  • Live demonstration on a real task
  • A roadmap you keep either way
Book the conversation →
Team

Orchestrator Workshop

1 day · team of up to 10

Your team leaves fully equipped — stack live, agents working, one real asset shipped.

  • Working stack on every laptop
  • Two live agents per person
  • A 30/60/90 rollout plan
Enquire →
Flagship Most impact

3-Day Capability Sprint

3 days · on-site

Find the number, build the systems to capture it, and transfer the capability to run it again.

  • Quantified opportunity register
  • Built marketing, sales & ops assets
  • A team that can repeat it without us
Discuss a sprint →
The outcome

Faster output. Lower overhead. Defensible adoption.

i
Compress the week

Work that filled a fortnight gets done in days — senior hours returned to client work.

ii
Retain your best people

Give your top performers the leverage and capability they'd otherwise leave to find.

iii
Adoption you can defend

Policy, oversight and human review built in — AI you can stand behind to clients and regulators.

The orchestration stack

Capable tools, standardised for your firm.

We're deliberately model-agnostic. We standardise on a small, capable set and teach your team to verify across them — so you're never hostage to a single vendor.

Claude Perplexity (Enterprise) A coding-capable model Gemini / NotebookLM ChatGPT An autonomous agent Voice capture & transcription Video / asset generation

Exact tools are chosen to fit your firm's confidentiality requirements — favouring enterprise, sandboxed plans where data handling matters. We confirm your data policy before anything sensitive is loaded.

“
They didn't sell us software. They found the one process bleeding our week, rebuilt it, and handed back the hours — with a number we could take to the partners.

Managing Partner · mid-size advisory firm, NSW

Joe — AI Business Partners Partner-led, every engagement
Why firms trust us with this

A capability sprint, not a hype seminar.

AI Business Partners is a service of Mermaid Consulting. We've delivered live, in-production AI into real businesses — from a national training provider to a Sydney fleet operator — and we bring that same considered, plain-spoken judgement to a room full of your people.

No theatrics, no outsourced juniors. Your team leaves with working systems and the capability to run them — value demonstrated, not promised.

— Joe, AI Business Partners
Begin the conversation

Look inside your firm — and find what you can't see.

A paid discovery conversation, partner to partner. We find the money, the risks and the roadmap. Limited slots each month.

Book a discovery call → Back to the main site →

Come prepared, leave with a roadmap — whether you engage us or not.