Experimenting
Individuals using AI and LLMs independently.
The Agentic Journey in Software Engineering
Transformation & Change Management from SDLC to ADLC
AI is changing software engineering. Is your organisation ready to change with it?
AI agents are moving beyond helping developers write code. They can increasingly plan, build, test, review and execute engineering activity.
But giving developers access to AI tools isn’t transformation.
iO Associates helps organisations move from the traditional Software Development Lifecycle (SDLC) to an Agentic Development Lifecycle (ADLC) — transforming technology, processes and people to create measurable business value.
Where are you on the agentic journey?
Assisted
AI becoming part of developer workflows.
Integrated
AI embedded into defined engineering processes.
Agentic
AI agents executing significant engineering activity with human oversight.
Optimised
A scalable, measurable ADLC operating model.
Where are you today?
And where could you be?
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YOUR TRANSFORMATION JOURNEY
Moving from SDLC to ADLC requires a structured approach that connects Strategy, Technology, Engineering, Governance, People and Value throughout the transformation.
iO takes organisations through five stages:
DISCOVER → DESIGN → PILOT & PROVE → EMBED & SCALE → OPTIMISE
From understanding your current ADLC readiness and identifying high-value opportunities, through to implementing agentic workflows, developing your people and continuously improving your operating model.
Six connected capabilities. Five stages. One transformation journey.
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PROVE THE VALUE
The value of Agentic Engineering isn’t simply in using more AI. It’s in improving outcomes, removing engineering bottlenecks and increasing the speed at which your organisation can deliver.
By embedding agentic workflows across the development lifecycle, organisations can increase capacity, accelerate delivery and enable engineers to focus on the high-value work that requires human creativity, judgement and expertise.
Move faster. Solve bottlenecks. Improve outcomes. Operate at AI-native speed.
We measure the impact across:
SPEED | CAPACITY | QUALITY | PRODUCTIVITY | COST | ADOPTION | ROI
“We increased productivity of our Software Engineers by 400%.”
Head of AI — Technology Company, London
Client-reported outcome.
THE AGENTIC JOURNEY, AT A GLANCE
7
Measures of value
5
Stages of ADLC maturity
6
Connected transformation capabilities
400%
Client-reported productivity increase
WHY iO?
Successful ADLC transformation requires more than AI expertise. It brings together engineering, transformation, change and people to create an operating model that can scale.
That’s where iO comes in. We help organisations understand where they are today, design and implement the right future model, support adoption and provide the specialist capability needed to make transformation happen.
DESIGN IT. BUILD IT. CHANGE IT. STAFF IT. EMBED IT.
From defining the Agentic future to making it a reality, iO helps you get there.
Neil Willis-Stovold
Founding Director