AI Business Transformation
Make your business AI-powered.
We find the work that is costing you money, then build the system that removes it — inside the tools you already run.
AI Business Operating Map
Worked example
AI Opportunity Score
Six areas scored on eight factors
Steps today
31 of 44 need a person
After the first two workflows
9 of 44
| Workflow | Score | Treatment | Hrs/mo |
|---|---|---|---|
| Lead response & qualification | 86 | Automate | 120–210 |
| Invoice & document processing | 74 | Prepare, approve | 90–160 |
| Repeat customer questions | 68 | Automate | 80–140 |
| Management reporting | 52 | Automate | 40–70 |
| Quoting & pricing | 44 | Prepare, approve | 30–60 |
| Supplier selection | 12 | Keep human | — |
90-day sequence
- 01
Foundation
Systems access, baseline measured
- 02
First workflow
Lead response built and piloted
- 03
Second + measure
Documents, before/after reported
- 01AI Strategy
- 02Business Process Audit
- 03AI Automation
- 04Custom Software
- 05Websites & Apps
- 06Growth
Our position
You don’t need more AI tools. You need AI that works inside your business.
Most companies do not have an AI problem. They have workflows nobody has mapped, seams between systems that people bridge by hand, and no way to tell which of it is worth automating.
We map how the business actually works — including the workarounds — and let that decide what gets built. The same team then implements it.
01The problem
The work is scattered. So is the answer.
Five systems that each work fine, joined together by people re-typing data. Enquiries arriving after hours into an inbox nobody opens until morning. A spreadsheet quietly acting as the system of record.
- The same detail entered in three places, each a chance to diverge
- Work stalls between stages because a person has to move it
- Month-end assembled by hand from information the systems already hold
One customer record, six systems, today
The same six systems, after
02What changes
One map. Then one thing at a time.
Every process scored on the same eight factors, ranked by return, and sequenced. Some come back as keep this human, and that answer is part of the work.
- Information entered once and present everywhere it is needed
- Exceptions collected and prioritised rather than lost in an inbox
- The remaining human steps are the ones that needed a person
03The deliverable
Every process, sorted into one of four answers.
Keep human, AI-assisted, AI-automated or fully automated. Most frameworks offer two — the two in the middle are where nearly all the value sits.
- Marketing6 processes
0 Fully automated, 2 AI-automated, 3 AI-assisted, 1 Keep human
- Sales7 processes
2 Fully automated, 3 AI-automated, 0 AI-assisted, 2 Keep human
- Operations7 processes
1 Fully automated, 3 AI-automated, 2 AI-assisted, 1 Keep human
- Customer service7 processes
2 Fully automated, 3 AI-automated, 1 AI-assisted, 1 Keep human
- Finance7 processes
1 Fully automated, 3 AI-automated, 1 AI-assisted, 2 Keep human
- Management6 processes
2 Fully automated, 1 AI-automated, 1 AI-assisted, 2 Keep human
- Fully automated
- AI-automated
- AI-assisted
- Keep human
Where processes typically land, not where yours should. Your map is produced from what your team actually does, and disagreeing with a classification is the most useful conversation in the exercise.
04Where it hurts
Sentences we hear every week.
“Our team spends too much time on repetitive work.”
Automate it.“We're losing leads because follow-ups are slow.”
Build an intelligent sales workflow.“Our customer-support costs keep growing.”
Deploy AI with human escalation.“We know AI matters, but not where to start.”
We'll find the highest-return opportunities.05What it looks like running
Open a system. Read the queue.
Each one starts from a real operational problem and ends in a console a team would actually work in.
Built by Koderead to show the operating system. Figures are a worked example.
06What is slowing your business down?
I want to…
Eight entry points in the words a CEO would actually use.
- Get more customersAI search visibility, lead capture and qualification
- Reduce operating costsWorkflow automation and document processing
- Automate repetitive workFind the seams between systems first
- Improve customer supportResolve the repeat questions, escalate the rest warm
- Use AI but don't know where to startEleven questions, scored in your browser
- Build a new digital productProduct engineering, once the problem is clear
- Replace outdated softwareUsually integrate before you replace
- Improve my search visibilityEntity foundations and question ownership
07Track record
The positioning is new. The engineering is not.
Koderead has been shipping software since 2019. What changed is where the engagement starts.
- 550+
- Projects deliveredAcross mobile, web, data and automation since 2019.
- 80+
- Businesses servedStartups through to established mid-market companies, internationally.
- 40%
- Increase in bookingsA fitness studio, in the first three months after its booking system was rebuilt.
- 2×
- Organic trafficWithin six months of a website rebuild and search engagement.
Figures from our own records. The two outcome numbers come from specific client engagements; the clients are not named.
AI Opportunity Score
Eleven questions. A scored answer, and the arithmetic behind it.
Runs in your browser. No email needed to see the result.
Start the assessment08Start where you are
Five different people read this page.
A CEO scanning for relevance needs a different next step from a technical buyer with a specification.
You know AI matters and you do not yet know where it would apply here.
Find my AI opportunitiesYou already know which process is bleeding.
Talk to us about itYou are considering a programme rather than a project.
How the 7D method worksYou are evaluating whether we can actually build this.
See the engineeringYou are building a view before involving anyone.
Read the framework