AI Adoption & Organisational Change
Redesign how your organisation works with AI.
Sunburnt helps organisations redesign workflows, roles and operating practices around AI — then builds the workforce capability, leadership support and governance required to make the change stick.
See what changes
The goal is not simply to get employees using AI. It is to create a better operating model around what people and AI can do together.
AI-enabled operating model
Where adoption becomes operational
01
Technology
02
Workflows
03
Roles & responsibilities
04
Capability & leadership
05
Governance & performance
The adoption gap
AI deployment does not equal AI value.
A technically successful implementation can still underperform when workflows, roles, incentives, leadership behaviours and governance remain unchanged.
Technology creates capability. Organisational change converts that capability into repeatable performance.
AI only creates value when it changes how work gets done.
Employees revert to old processes
AI is available, but the operating workflow remains unchanged.
Roles become ambiguous
Teams are unclear about what AI owns, what people own and where judgement sits.
Governance stays theoretical
Policies are not translated into practical review points and behaviours.
Usage gets mistaken for value
Logins increase without a clear connection to performance or ROI.
Organisational redesign
Design the organisation around the new capability.
We assess work at the task, workflow and role level to determine where AI should automate activity, augment employees or remain subject to human judgement.
Workflows
Redesign processes around AI and automation.
Roles
Clarify how responsibilities and capacity change.
Decisions
Define where AI recommends, acts or requires approval.
Future-state operating model
People + AI, designed as one system.
The organisation should not simply absorb AI into existing structures. We determine where the structure itself should change to capture the value.
Teams
Review hand-offs, structures and operating rhythms.
Capability
Define the skills and behaviours required next.
Governance
Embed oversight and controls into the workflow.
Workforce impact
Understand what AI changes before asking people to change.
A practical adoption strategy starts with a clear view of how AI affects work, capacity and capability across the organisation.
A
Automate
Identify repeatable activities that can move from manual execution to AI or automation, with the right controls.
+
Augment
Define where AI improves judgement, drafting, analysis, service or decision support without removing human ownership.
H
Human-led
Protect the activities where context, accountability, relationship management or judgement should remain primarily human.
AI champions
Build adoption capability inside the organisation.
Sustained adoption cannot depend on an external project team. We help establish an internal network that reinforces good practice, supports teams and surfaces the next wave of opportunities.
Create a distributed layer of AI capability across the business.
Champions connect strategy, frontline reality and continuous improvement.
01
Select the right people
Identify credible champions across functions, roles and levels — not simply the most enthusiastic users.
02
Enable them deeply
Provide advanced capability across approved tools, governance, facilitation and practical use-case development.
03
Give them a system
Establish toolkits, office hours, communities of practice and structured feedback loops.
04
Measure their impact
Track team adoption, recurring barriers, new opportunities and capability growth over time.
Leadership activation
Managers make adoption real.
Employees take cues from leadership. We equip executives and managers to model the change, set expectations and make AI part of normal operating conversations.
For executives
Create clarity around why AI matters, where value should come from and what leadership needs to reinforce.
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Executive AI briefings and alignment
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Business value and adoption expectations
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Leadership dashboards and governance visibility
For managers
Give managers practical tools to coach teams, address friction and reinforce new ways of working.
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Manager enablement and talking points
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Team-based AI workflow sessions
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Escalation, review and responsible-use guidance
Adoption measurement
Measure whether AI is changing the business.
We move beyond training completion and platform logins by connecting adoption activity to behaviour, operational performance and business value.
Usage
Are people using it?
Active users, frequency, feature adoption and workflow participation.
Illustrative: 74% weekly active use
Behaviour
Has work changed?
Workflow adoption, process compliance, human review and reduced workarounds.
Illustrative: 62% workflow adoption
Performance
Is the workflow better?
Cycle time, throughput, quality, service levels and rework.
Illustrative: 18% faster handling
Value
Is the investment paying off?
Capacity released, cost reduction, revenue contribution or customer impact.
Illustrative: 1,400 hours released
What we can deliver
Tangible work products, not just change activity.
Engagements are shaped around the scale and maturity of your AI program, from targeted adoption support through to broader organisational transformation.
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AI workforce impact assessment
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Future-state workflow maps
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Role and responsibility redesign
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Leadership activation plan
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AI champions program
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Role-specific AI training
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Responsible AI playbooks
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Manager toolkits
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Adoption communications
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Governance procedures
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Adoption dashboard
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Benefits realisation framework
Why Sunburnt
Implementation, organisational change and governance — connected.
01
We understand the technology
Because we design and implement AI systems, adoption programs are grounded in the actual solution.
02
We redesign the work
We focus on workflows, responsibilities and decision rights — not only communications and training.
03
Governance is practical
Policies become operating behaviours, controls, review points and escalation pathways.
04
Value stays visible
Adoption measures connect back to operational performance and agreed business outcomes.
AI Adoption & Organisational Change
Design the organisation that gets value from AI.
Whether AI is already deployed or still being planned, Sunburnt can help define how workflows, roles, capability and governance need to change around it.