Individual effectiveness
Help people do their work better with AI, grounded in the knowledge, tools and guardrails their roles require.
Focus Role-specific knowledge, tools and guardrails.
AI operating models & workflow design
Make AI work for the way your business works.
We help organisations redesign how work gets done—aligning people, workflows, decisions and controls to turn AI ambition into lasting business value.
Business first. Technology in service of it.
Our point of view
AI transformation isn’t a tool rollout. It’s a redesign of how work gets done.
The opportunity starts with understanding your business: what makes it distinctive, how decisions happen and where specialist knowledge creates an edge.
From there, we shape the operating model and methodology around the work—keeping human judgement and deterministic safeguards where they matter most.
- Capabilities
- Knowledge
- Decisions
- Trust
Where AI creates value
Start with the work.
Find the right role for AI.
Different kinds of work call for different levels of change, technology and oversight. We help you see the difference.
End-to-end workflows
Redesign how work moves across teams, products and systems—not just one task at a time.
Focus Handoffs, dependencies and controls across the process.
Business decisions
Decide where AI can support decisions, where automation makes sense, and where human judgement must lead.
Focus Decision rights, human oversight and safeguards.
How we work
From understanding the work to proving what changes.
A practical path from business context to a model that can be tested and improved.
Diagnose
Understand how the work really happens today: the steps, the decisions, the specialist knowledge involved and where the risks sit.
Design
Shape the operating model around that work: roles, decision rights, controls, and the right role for AI at each point.
Prove
Test the new way of working on a real workflow, see what changes, and decide what to scale.
We usually begin with a single workflow, so the first step is small and the result is clear.Start with one workflow
Built for the whole system
Redesign the model.
Not just the org chart.
Sustainable change takes more than a new structure. We help connect the roles, methods, information and controls that let an organisation operate—and evolve—with confidence.
People & roles
Clarify responsibilities and where human judgement matters.
Workflows
Design how work moves across teams, products and systems.
Decisions
Define where AI supports, augments or automates decisions.
Information
Connect specialist knowledge and information to the work.
Controls
Keep accountability, oversight and safeguards in the model.
Technology
Choose an approach that fits the intended operating model.
From formation to transformation
The same principle at every stage: start with the business.
Understand the business first, then align its structures, people, processes, information and technology around what it needs to achieve.
Formation
Turning a business idea into an operational organisation
- Business and operating-model design
- Company and ownership structures
- Business plans and financial models
Foundations
Putting the systems, controls and working practices in place
- Microsoft 365 and collaboration environments
- Policies, procedures and internal controls
- GDPR, ICO and compliance frameworks
Growth
Helping the business scale without losing control or coherence
- Financial planning, budgeting and forecasting
- KPI and management-information frameworks
- Governance and accountability
Transformation
Redesigning how the organisation works to realise meaningful value from AI
- AI readiness and opportunity assessment
- Operating-model and workflow redesign
- Governance, risk and deterministic controls
Practitioner experience
Grounded in the realities of complex work.
We bring practical experience across investment management, financial services, fintech, payments, technology, professional services and growing businesses.
That means connecting domain understanding with operating model and workflow design—especially where products, interdependent teams and regulated decisions meet.
Investment management
Workflows, specialist knowledge and regulated decisions.
Financial services
Interdependent processes, governance and controls.
Fintech & payments
Connected products, operations and decision-making.
Technology
Product models, delivery practices and team workflows.
Professional services
Knowledge-intensive work and specialist judgement.
Growing businesses
Operating methods that can evolve as the business scales.
A practical place to begin
Start with one workflow.
Make the next move clear.
We’ll assess where AI can add value, what needs to change and how the benefits can be realised.
Start a conversationSetting up or scaling a business? Talk about your next stage
info@sirin-tech.com