Norloch

AI that takes the admin off your team. Built, then kept running.

Norloch builds AI agents and automation for businesses in Edinburgh and across Scotland. Inboxes triaged and replies drafted, quotes priced, documents chased, enquiries answered, all inside your own Microsoft 365 or Google tools, with a person approving anything that goes out. Then we keep it working as the tools change.

Book a free call See what it costs

Around 100 hours a month back for one Edinburgh accountancy practice. Read how

Not sure where to start? Most clients begin with a half-day session for the team, on their own work. See the training

Updated November 2026

In short

Norloch is an Edinburgh consultancy that builds AI agents and automation for small and growing businesses, and supports them afterwards. Agent builds are £5,000 to £15,000 fixed, simpler automations £1,500 to £5,000, and support plans from £350 a month. Clients own everything we build. Most start with practical AI training for the team on ChatGPT, Claude or Microsoft 365 Copilot, and we also provide custom software, data platforms and fractional CTO leadership. Led by Shanoor Hussain, former Head of Managed Services at Datatonic and Cloudreach.

If you've been searching for an AI automation consultancy in Edinburgh, someone to build an AI agent for your business, AI training for your team in Scotland, or a fractional CTO who builds as well as advises, this is what we do.

What we do

Find the work. Build the system. Keep it running.

Most businesses have the AI tools and none of the savings, because nobody built the thing. We find the job your team does fifty times a week, build the agent or automation that does it, and keep it working as the models and tools change.

Agents

AI agents

Agents that handle a job end to end, not just one step: read the request, look things up, draft the work and hand it to a person to approve. From £5,000, fixed.

  • Inbox, quoting, document chasing, lead qualifying
  • Answers from your own knowledge, not the internet
  • Approval steps on anything that reaches a customer
  • Tested against your real work before go-live
Automate

AI systems and automation

Fixed-step automation for the jobs that never vary, from £1,500. Privacy-first, with people in control of what goes out.

  • Email triage and drafting in your own voice
  • Workflow and document automation
  • Runs inside your Microsoft 365 or Google tenant
  • Measured, then expanded one process at a time
Support

Run and support

AI models and the tools around them change every few months. A monthly plan keeps what we built working, from £350 a month. Optional: you own it either way.

  • Monitoring and alerts
  • Fixes and model updates
  • A monthly report on what it did and saved
  • Small changes each month as the work changes
Start here

AI training for teams

The first step for most clients. Hands-on sessions on your own work, for staff with no technical background, ending with a priced list of what is worth automating. From £2,000 per team, in Edinburgh, across Scotland or remote. Five teams and around thirty people trained in 2026.

  • ChatGPT, Claude or Microsoft 365 Copilot
  • Where the tools help in your business, and where they don't
  • Data, privacy and checking the output
  • A method for spotting what to automate
Build

Custom applications and data platforms

When spreadsheets and off-the-shelf tools stop fitting. Software shaped around how the business actually works, with its data in one place.

  • Internal tools, job trackers and client portals
  • Integrations between the systems you already use
  • A single source of truth and reporting people use
  • Yours to keep: code, data and accounts in your name
Lead

Fractional CTO

Senior technical leadership without a full-time hire, for businesses that have grown past a few builds and need someone to own the technology.

  • Technology strategy and roadmap
  • Architecture and build-vs-buy decisions
  • Hiring, suppliers and board reporting
  • How it works

What we build with

  • Google Cloud
  • AWS
  • Azure
  • BigQuery
  • Postgres
  • dbt
  • Python
  • TypeScript
  • Claude
  • OpenAI
  • Gemini
  • Microsoft 365
  • Google Workspace
  • n8n
  • Zapier

Signs we're a fit

Built for businesses that have outgrown their setup.

We work with growing businesses whose people are doing skilled work by hand because nobody has shown them a better way, and with funded startups that need senior technical judgement. If any of these sound familiar, we should talk.

You've outgrown the tools.

Spreadsheets, no-code apps and off-the-shelf software are holding the business together, just about.

Your data doesn't add up.

It lives in silos, reporting is manual, and nobody fully trusts the numbers.

You've just raised.

Now you need to build product or platform quickly, and get it right first time.

You're hiring engineers.

Someone needs to set the architecture, shape the team and lead it.

Your team has the tools, not the habits.

Everyone has tried ChatGPT. Nobody is sure what's safe to put in it, or where it would actually save a day.

Nobody owns the system.

An agency or freelancer built it, moved on, and left something nobody understands.

Why Norloch

The Nor Loch was drained to connect Edinburgh's Old Town to the New. We liked the idea: remove the barriers between things that should be connected. Strategy and delivery. Data and decisions. The business and its technology.

For a decade Shanoor's job was keeping cloud, data and AI systems running for large companies. Norloch does the same for businesses with twenty staff instead of two thousand: build the thing that saves the hours, then make sure it still works in six months.

Results

Real numbers, from real clients.

100 hrsGiven back to one Edinburgh practice, every month
4,800+Client emails handled by one system in its first 8 weeks
+42%Booking clicks for a studio after we rebuilt her channels

Client journeys

Where they were. Where they are now.

Accountancy Practice

Regulated professional services, Edinburgh

Where they were

Two directors, 2,500 clients, systems not linked up. Client requests buried. Evenings and weekends lost to email.

What we built

A privacy-first AI system inside their own Microsoft 365 tenant. Classifies every email, drafts in each person's voice, strips sensitive data and escalates what's urgent.

Where they are now

100 hours a month back. 87% of drafts sent with minor edits. Now working with us on document automation and workflow tracking.

~100 hrsfreed up per month
<3 minenquiry to drafted reply
87%drafts sent with minor edits

Read the full case study

Órsona

Jewellery studio, Edinburgh

Where they were

Managing customers across Instagram, website, and email separately. No content strategy. Evenings lost to messages.

What we built

A unified messaging system plus a data-led content engine. Every channel connected, with weekly plans recalibrated against live performance data.

Where they are now

Responses in minutes. One post hit 33,813 views. Link taps to bookings up 41.8%. Evenings back.

+41.8%booking link clicks
33,813views, single post
3 → 1channels into one system

Read the full case study

Want to talk through your own setup? Book a free call

How we work

Three ways to work together. Most start with the first.

Training

Team training

A practical session on your own work so your people use ChatGPT, Claude or Copilot confidently and safely. Sized to the team. See the session

Fixed-scope project

Build

An automation, custom app or data platform, usually something the training surfaced, scoped with a fixed price and delivered to a clear plan.

Monthly retainer

Fractional CTO

A set number of days a month. Roadmap, architecture, team and vendor leadership, and a technical voice in the boardroom.

1

Call

30 minutes. What your team does, which tools you have, and what the session should focus on.

Free
2

Train

Your team works with the tools on their real tasks. By the end they know what the tools are for, and we've seen where the hours go.

3

Build, if it's worth it

A short list of what to automate, priced. You pick one. We build it, measure it, and hand it over documented. No obligation after the training.

How we think

Built to be owned, not rented.

Business first.

Every technical decision starts with what the business needs next, explained in plain language.

Yours to keep.

Code, data and infrastructure live in your own accounts, documented so your team or a future hire can take it on.

Simpler beats bigger.

The best architecture is usually the one with fewer moving parts. We remove complexity before we add any.

About

The person you'll actually work with.

Shanoor Hussain

Founder & Fractional CTO · Full profile

I've spent 15 years building and running technology, from writing code myself to leading global teams. Most recently I was Head of Managed Services at Datatonic and, before that, at Cloudreach, where I built and scaled cloud, data and AI service practices and advised boards, founders and private equity investors.

Along the way I saw how much of an advantage good technical leadership gives a company, and how rarely growing businesses get access to it. Norloch exists to change that.

Based in Edinburgh. I lead every engagement personally and stay hands-on with the build, so you work directly with the person accountable for it.

  • Former Head of Managed Services, Datatonic
  • Former Head of Managed Services, Cloudreach
  • 15 years across software, cloud, data and AI

FAQ

Common questions.

Does the training lead to a sales pitch?

No. The session ends with a short, priced list of what we'd automate first, because people ask. You can take it to anyone, do it yourself, or do nothing. Most clients come back for one build; some don't, and that's fine.

Which tools does the training cover?

Whichever your team uses: ChatGPT, Claude, Microsoft 365 Copilot, or more than one. The fundamentals are the same; the exercises, the data settings and the habits differ.

What is a fractional CTO?

A senior technology leader who works with your business part-time. You get the strategy, architecture decisions, hiring support and board-level thinking of a CTO without the cost of a full-time executive hire.

Do you advise or actually build?

Both. We set the technical direction and then design and build the systems, so strategy and delivery never drift apart. If you have an internal team, we lead and support them instead.

How is this different from hiring an agency?

An agency builds what you ask for. A fractional CTO helps you decide what to build, in what order, and why, then makes sure it gets built properly. You work directly with the person accountable for the outcome.

Who owns what you build?

You do. Code, data and infrastructure live in your own accounts, documented so your team or a future hire can pick it up.

What does it cost?

Training from £2,000 per team. A first automation build £1,500 to £5,000, fixed price. An AI agent build £5,000 to £15,000, fixed, then support from £350 a month if you want it. Custom applications and data platforms typically up to £15,000 for a first phase; full platforms with agents on top run £50,000 to £100,000 over several phases. Fractional CTO from £1,500 a day, usually one day a week. The first conversation is free. Full pricing.

Do I need to be technical?

No. That's the point. We translate between the business and the technology, and explain every decision in plain language.

Do you still build AI automation?

Yes. AI and automation are part of what we build, often alongside a custom app or data platform. We also run practical AI training for teams.

Do you work outside Edinburgh?

Yes. We're based in Edinburgh and work with businesses across Scotland and the wider UK, on-site or remote.

Got a job your team does fifty times a week?

Free 30-minute call. We'll tell you whether it's worth automating, what it would cost, and what it would save.

Book your free call How agents work