AI-Native Infrastructure

The Ultimate Revenue Operations Engine

We build intelligent AI agent infrastructure that eliminates manual bottlenecks, so your lean team performs at the level of a much larger unit.

UK Based
SMBs & Law Firms
AI Native
AI Infrastructure

You've hit the ceiling of what
manual processes can support

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.

Repetitive Admin Work

Drafting, verification, form submission: repeatable tasks that consume hours between billable matters and revenue-generating activities.

The Headcount Trap

Hiring more people to solve design problems. You don't need more staff. You need better operational architecture.

The Operational Ceiling

Your business can't scale beyond current capacity. Manual processes are the bottleneck, not your expertise.

Hidden Opportunity Costs

Every hour spent on busy work is an hour not spent on client acquisition, strategic work, or growing your firm.

Infrastructure, not headcount

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.

Entry Point

Operational Architecture Breakdown

For SMBs

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.

Entry Point

Practice Efficiency Review

For Law Firms

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.

Core Delivery

AI Agent Infrastructure Deployment

Implementation & Support

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.

Transparent, outcome-driven pricing

Every engagement starts with a diagnostic. Optional retainers follow at three clear tiers.

Entry Point Diagnostic

Operational Architecture Breakdown / Practice Efficiency Review

A full diagnostic deployment that surfaces inefficiencies, opportunity costs, and delivers a clear implementation roadmap.

From £7,000 per deployment
  • Complete operational architecture audit
  • Wasted inputs & ineffective operations report
  • Busy work vs. productive work analysis
  • Capital deployment effectiveness review
  • Opportunity cost quantification
  • Clear SOP for revenue potential increase
Start With a Diagnostic
Ongoing SLA Retainers

Continued support post-deployment

Foundation

Reliable support for maintaining your AI infrastructure.

£1,000/month
Ticket resolution within 72 hours

Elite

Rapid response for mission-critical operations.

£3,000/month
Ticket resolution within 4 hours
Feature Diagnostic
£7,000 once
Foundation
£1,000/mo
Growth
£2,000/mo
Elite
£3,000/mo
Engagement
TypeOne-off deploymentMonthly retainerMonthly retainerMonthly retainer
CommitmentSingle engagementRolling monthlyRolling monthlyRolling monthly
Deliverables
Operational audit & report
Implementation roadmap (SOP)
AI agent infrastructure deployment
Support
Ticket resolution SLAN/A72 hours36 hours4 hours
Infrastructure monitoring
Optimisation & updatesQuarterlyMonthlyContinuous
Dedicated point of contact
Emergency response
Pricing
Price£7,000 once£1,000/mo£2,000/mo£3,000/mo

See what manual work is actually costing you

Adjust the inputs below to get a real estimate of the time and money your business could recover with AI agent infrastructure.

Your Business

Team Size 5
1 person50 people
Hours/week per person on manual tasks 10h
1 hour40 hours (full time)
Average annual salary (£) £45,000
£20,000£150,000
Based on our deployments, AI agent infrastructure typically eliminates 72% of manual task hours in the first year.
Hours Recovered / Year
1,872 hrs
~374 hrs per person — time redirected to billable work
Labour Cost Recovered
£40,500
Annual salary cost of eliminated manual work
Revenue Opportunity
£140,400
If recovered hours are redirected to billable activity at £75/hr
Diagnostic ROI
479%
return on £7k diagnostic
Payback Period
9 wks
to recover diagnostic cost

Principles that drive results

Consultants who produce recommendations without implementation roadmaps are a waste of money. We build the infrastructure and give you the roadmap to use it.

Infrastructure Before Headcount

We don't add people to solve problems that are fundamentally design problems.

Design Over Blame

Poor results come from poor systems, not poor people. We fix the system.

Science Over Art in Sales

Repeatable, measurable operational frameworks, not guesswork or intuition.

Quality Volume Over Quantity

Specialist knowledge creates job security. AI takes work from the replaceable, not the expert.

Persistence Over Novelty

We don't chase trends. We build infrastructure that compounds value over time.

Not a Bolt-On AI Tool

We don't sell software or generic automation. We design purpose-built AI agent systems with human oversight at the right checkpoints.

Thought leadership

Practical thinking on operational efficiency, AI infrastructure, and how lean teams outperform larger ones.

View all articles  →

Common questions

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.

Ready to break through the operational ceiling?

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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