What your organisation becomes.
OTOT
OTOT builds the AI systems your firm runs on, and keeps running them with you. Governance first, then the work. One constraint at a time, on a fixed fortnightly rhythm we manage. You get the output without building an AI department.
The problem
In most professional services firms, staff started using AI on real client work before anyone wrote a policy. Nobody approved it, nobody scoped it, and nobody can tell you what went into which tool last quarter.
That happens because AI arrived as a consumer product, not an enterprise one. It came in through individual people solving their own problems, which is exactly the route that bypasses procurement, IT, and risk. There was never a decision to review.
So the first job isn't building agents. It's knowing what's already running, and putting a framework around it your board and your regulator can read.
What this exposes you to
What we do
We work with your firm on a single monthly engagement. Two virtual working sessions each fortnight, scheduled by us, focused on one constraint at a time. Between sessions we build. You review the result at the next session.
Governance comes first because everything above it inherits from it. Get the rules wrong and every agent you build afterwards is a liability rather than an asset.
Layer 01
The policy, permissions, approval points, and audit trail. Written down, defensible to your board, and built to satisfy ASIC, APRA, and Privacy Act obligations.
Layer 02
What your firm knows, captured where the system can actually use it. Your matters, your precedents, your clients, your way of doing things.
Layer 03
Your playbooks, written as repeatable instructions. The work comes out the same way whoever runs it, which is what makes it reviewable.
Layer 04
Decisions, history, and precedent that persist between sessions. The firm stops re-explaining itself every time someone opens a new chat.
Layer 05
The work that runs without a person doing it. Research, drafting, intake, briefing, compliance monitoring, and client communications.
Proof
Member renewal processing: 3.5 hours to 4 seconds. A national association replaced manual renewal workflows with an agent team. Same outcome. Fraction of the time.
Lead qualification: 45 minutes to 8 seconds. An intake process that required a human reviewer now runs automatically — with higher consistency and full audit trail.
How we work
The person you speak to first is the person who stays on the engagement, through design, deployment, and operations. No senior-sell, junior-deliver. No account manager between you and the people doing the work.
We build the systems and we keep them running. You are buying the output, not another platform to administer. Your governance framework, your business context, and your data stay yours and stay portable. What we don't do is hand you a half-built capability and call it independence.
We work with mid-market professional services firms in regulated industries, where the combination of operational complexity and compliance exposure makes getting this right worth doing properly.
How we work5–20×
Output improvement. Conservative basis: 4× net capacity gain per person.
Weeks
Not months. Working agents deployed in the first week.
The alternatives
| OTOT | A generalist AI agency | Leaving it as it is | |
|---|---|---|---|
| Where it starts | Governance first, then the work | Tooling first, governance later if at all | Individual staff deciding for themselves |
| Pace | One constraint at a time, sequenced | Everything at once, then adoption stalls | Whatever people happen to pick up |
| Who runs it | We do, with you, every fortnight | Built, handed over, gone | Nobody |
| Compliance | Framework documented from day one | Usually out of scope | Exposure you can't see or evidence |
| Who you deal with | The same person, start to finish | Whoever is assigned that quarter | Not applicable |
| When something breaks | Fixed in the next session | New scope, new quote | You find out from a client |
Questions
Because individual capability and firm capability are different things. When one person is good with AI, the firm gets nothing durable, and it carries the risk of whatever that person put into a tool last Tuesday. What we build sits at the firm level: approved, governed, documented, and available to everyone who should have it.
A written policy on what can and cannot go into an AI system. Defined permissions by role. Named approval points for anything client-facing. And an audit trail showing what ran, when, and who signed it off. It is the document you hand a regulator or your PI insurer when they ask how you're managing this.
Two virtual working sessions a fortnight, plus about ten minutes of preparation before each one. We set the cadence and hold the slot so it doesn't drift. Between sessions the building is on us. Firms that try to do this alongside everything else usually stall in month two, which is exactly what the fixed rhythm is there to prevent.
On a call. Sessions are virtual by design, which means we work with firms anywhere in Australia rather than only where we can drive. Every session ends with something you can point at, so the progress is visible without anyone needing to be in the building.
Your governance framework, your business context, and your data are yours and stay portable. The systems we build, we operate. That is deliberate. Handing a firm a set of agents to administer themselves creates a second job nobody has time for, and it's the reason most AI rollouts are quietly abandoned within a year.
Mid-market professional services firms in regulated industries, typically 10 to 200 people, where partners are still carrying operational load and where ASIC, APRA, or Privacy Act obligations apply. It is not built for sole practitioners, and it is not a software product you can buy and self-serve.
You tell us at the next session and we change what we're doing. The engagement is monthly, not locked in for a year. We would rather you leave in month three than stay unhappy for twelve, because the only version of this that works commercially is one the firm actually uses.
A 30-minute call with Ian and Neil, who are on every engagement. We'll map where AI is being used across your practice today, what it exposes you to, and what the first constraint worth fixing is. If there isn't one worth paying for, we'll tell you that.
Book a 30-minute call