Vertical AI Implementation

If it can be documented, it can be automated.

A one-person AI implementation partner for businesses that need workflows automated, agents built, or data extracted. Direct execution. No account managers, no agency overhead, no brief-to-delivery translation loss.

Start with a free site audit See how it works

What I do

Audit. Build. Maintain.

01

Audit

I map your operations and find where software removes manual work. Every engagement starts with a Kritano audit, data-backed, specific, no guesswork.

02

Build

Automated workflows for document drafting, client intake, reporting, and content pipelines. Fixed fee. Working system in 2–4 weeks.

03

Maintain

Monthly retainer. I maintain the systems, add new workflows, report on ROI, and train your staff as needed.

What I build

Four lanes, picked for the shape of your problem.

01

Workflow Automation

Repetitive multi-step processes, eliminated. Client intake, document drafting, approval chains, monthly reporting.

View workflow automation 02

Custom AI Agents

Tasks that need judgement, not just execution. Research before a discovery call, email triage, document review against a checklist.

View custom AI agents 03

Data Extraction

Structured fields pulled out of PDFs, statements, contracts and invoices. Validated. Written straight into your existing systems.

View data extraction 04

AI Engineering

The technical depth. Model selection across Claude, GPT, Llama. RAG with pgvector. Evaluation, observability, chaining.

View AI engineering
THE BUILD

Fixed-fee project

2–4 weeks

  • Operations audit
  • Workflow builds
  • Team handover + documentation
  • Built on proprietary tooling
THE RETAINER

Monthly engagement

Ongoing

  • System maintenance
  • New workflow additions
  • Monthly ROI reporting
  • Staff training as needed

3 projects delivered in 2026

Average 40% reduction in manual processing time

Fixed-fee projects from 5k

2 working day response guarantee

100% of projects delivered on time

Built on proprietary tooling, not off-the-shelf plugins

Selected Work

Real builds. Architecture shown. Outcomes measured.

Internal

Kritano CMS: Built from Scratch to Run Client Projects

Purpose-built CMS powering every project

Why I built my own content management system instead of using WordPress, and how it gives clients faster sites, better SEO, and lower maintenance overhead.
Internal

How One Developer Delivers Like a Full Team

Full-stack delivery from a solo operator

How proprietary AI tooling lets one developer handle strategy, design, development, content, SEO, and QA - delivering what would normally require a 6-8 person team.

Built on proprietary tooling

🔍

Site Audit

Check your website health score instantly. Enter any URL and get scores for SEO, accessibility, performance and overall site health.

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Who is behind this

One developer. Purpose-built tools. Full accountability.

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Latest writing

How to Choose an LLM for Business Use (UK 2026) What is RAG? Retrieval-Augmented Generation Explained (UK Edition) Zapier vs Custom AI Automation: Where Each Breaks (UK 2026)
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If your operations have manual bottlenecks, apply.

I review every application personally. If we are a fit, you will hear back within 2 working days.

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