What ‘Operational Ceiling’ Actually Means and How to Break Through It
Every founder-led business hits a point where growth stalls. Not because the market isn't there, or the team isn't capable, but because the...
We build intelligent AI agent infrastructure that eliminates manual bottlenecks, so your lean team performs at the level of a much larger unit.
Whether you're a law firm or an SMB, the pattern is the same: the founding partner or managing director is the operational bottleneck, buried in admin instead of driving growth.
Drafting, verification, form submission: repeatable tasks that consume hours between billable matters and revenue-generating activities.
Hiring more people to solve design problems. You don't need more staff. You need better operational architecture.
Your business can't scale beyond current capacity. Manual processes are the bottleneck, not your expertise.
Every hour spent on busy work is an hour not spent on client acquisition, strategic work, or growing your firm.
We design and deploy AI agent infrastructure that allows lean teams (in some cases a single person with oversight of a multi-agent system) to perform at the level of a much larger unit.
A diagnostic engagement that surfaces wasted inputs, ineffective operations, busy work versus productive work, where capital is deployed effectively and ineffectively, the extent to which ineffective operations are harming your business, opportunity costs, and delivers a clear SOP you can follow to increase revenue potential.
Purpose-built for legal practices. Once a lawyer has completed client discovery, a significant portion of what follows (drafting, admin, verification, and form submission) is repeatable, time-consuming work. We identify exactly where AI agents remove that bottleneck.
We don't just diagnose. We build. Purpose-built AI agent systems that sit inside your operational architecture and perform specific, defined functions with clear inputs, clear outputs, and human oversight at the right checkpoints.
Every engagement starts with a diagnostic. Optional retainers follow at three clear tiers.
A full diagnostic deployment that surfaces inefficiencies, opportunity costs, and delivers a clear implementation roadmap.
Continued support post-deployment
Reliable support for maintaining your AI infrastructure.
Priority support for scaling operations efficiently.
Rapid response for mission-critical operations.
| Feature | Diagnostic £7,000 once |
Foundation £1,000/mo |
Growth £2,000/mo |
Elite £3,000/mo |
|---|---|---|---|---|
| Engagement | ||||
| Type | One-off deployment | Monthly retainer | Monthly retainer | Monthly retainer |
| Commitment | Single engagement | Rolling monthly | Rolling monthly | Rolling monthly |
| Deliverables | ||||
| Operational audit & report | ✓ | — | — | — |
| Implementation roadmap (SOP) | ✓ | — | — | — |
| AI agent infrastructure deployment | ✓ | ✓ | ✓ | ✓ |
| Support | ||||
| Ticket resolution SLA | N/A | 72 hours | 36 hours | 4 hours |
| Infrastructure monitoring | — | ✓ | ✓ | ✓ |
| Optimisation & updates | — | Quarterly | Monthly | Continuous |
| Dedicated point of contact | — | ✓ | ✓ | ✓ |
| Emergency response | — | — | ✓ | ✓ |
| Pricing | ||||
| Price | £7,000 once | £1,000/mo | £2,000/mo | £3,000/mo |
Adjust the inputs below to get a real estimate of the time and money your business could recover with AI agent infrastructure.
Consultants who produce recommendations without implementation roadmaps are a waste of money. We build the infrastructure and give you the roadmap to use it.
We don't add people to solve problems that are fundamentally design problems.
Poor results come from poor systems, not poor people. We fix the system.
Repeatable, measurable operational frameworks, not guesswork or intuition.
Specialist knowledge creates job security. AI takes work from the replaceable, not the expert.
We don't chase trends. We build infrastructure that compounds value over time.
We don't sell software or generic automation. We design purpose-built AI agent systems with human oversight at the right checkpoints.
Practical thinking on operational efficiency, AI infrastructure, and how lean teams outperform larger ones.
Every founder-led business hits a point where growth stalls. Not because the market isn't there, or the team isn't capable, but because the...
Between client discovery and case completion, a significant portion of legal work is repeatable admin. Most law firms have never quantified wh...
Most businesses hire more people to solve problems that are fundamentally design problems. Here's why building operational infrastructure...
If your question isn't here, ask it in the contact form below.
We work with UK-based SMBs and law firms that have hit an operational ceiling: typically founder-led or partner-led businesses where the leadership team is buried in admin rather than driving growth. If you're a VC-backed startup looking for rapid scale with no existing processes, we're probably not the right fit.
It's a structured diagnostic engagement where we map every significant operational process in your business, identify where time and capital are being wasted, quantify the opportunity cost, and deliver a clear SOP and implementation roadmap. For law firms, we focus specifically on the post-discovery workflow where repeatable admin consumes the most time.
No. The diagnostic is a standalone engagement. You receive the full report and SOP regardless of whether you proceed with a retainer. Many clients use the diagnostic to implement changes independently. The retainer is there if you want us to build and maintain the infrastructure for you on an ongoing basis.
Traditional consultants produce reports. We build infrastructure. Our diagnostic doesn't end with a slide deck. It ends with a deployable implementation roadmap, and if you proceed to deployment, we build the actual AI agent systems ourselves. We're measured by operational outcomes, not deliverable volume.
It means purpose-built software systems (not generic tools) that sit inside your existing workflow and automate specific, repeatable tasks. Each agent has a defined input, a defined output, and a human checkpoint at the right moment. Examples include automated drafting pipelines, verification workflows, form completion systems, and client communication handlers.
Typically 2–4 weeks from kick-off to delivery of the final report and SOP. The timeline depends on the complexity of your operations and how quickly we can access the right people in your team for interviews and process walkthroughs.
The SLA retainer is ongoing support for the AI infrastructure we deploy. It covers monitoring, maintenance, optimisation, and guaranteed response times if something needs fixing. Whether you need it depends on how mission-critical the deployed infrastructure is to your daily operations. Most clients who deploy infrastructure take a retainer to ensure continuity.
Book a free discovery call. We'll spend 30 minutes understanding your business and tell you honestly whether we think a diagnostic will be valuable for you. We only take on engagements where we're confident we can surface meaningful inefficiencies. If you're not the right fit, we'll tell you that upfront.
Start with an Operational Architecture Breakdown or Practice Efficiency Review. We'll show you exactly where the bottlenecks are, what they're costing you, and how to fix them.
UK-based. Founded by Mete Turgay Guneser
Some clients are not worth taking. Serving everyone means serving no one well. We work with firms ready to invest in infrastructure, not quick fixes.
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