No Governance
AI initiatives can scale faster than the governance structures required to manage them responsibly.
AI ENGINEERING CAPABILITIES STUDY
AI ambition is everywhere.AI value isn't.
PROSIGHT™ combines AI practitioner expertise with prescriptive frameworks to turn AI ambition into sustainable business value.
AI StrategyEnterprise TransformationSustainable Business Value
AI EngineeringFrom ambition to business value
THE ENTERPRISE AI DILEMMA
Most enterprises are scaling AI access.
Not AI outcomes.
AI investments are growing, but technology alone doesn’t create enterprise value. Without the right practices, governance and operating model, AI initiatives often struggle to scale and deliver measurable impact.
The Enterprise AI Gap
Skill Gaps
Organisations need the right capabilities, roles and operating structures to turn AI investments into sustained impact.
Unclear ROI
AI investment needs clear metrics, accountability and a connection to measurable business outcomes.
Data & Information Challenges
AI outcomes depend on trusted, governed and accessible information.
WHAT IS AISM™?
PROSIGHT™ AI Service Management (AISM™) refers to best practices and frameworks for managing AI Services in an enterprise.
AISM™ brings together the practices required to manage AI across the enterprise — from strategy and use-case prioritisation to governance, technology, workforce, outcomes and culture.
AISM™ brings together the practices required to manage AI across the enterprise — from strategy and use-case prioritisation to governance, technology, workforce, outcomes and culture.
Enterprise AI vs AI Enterprise
ENTERPRISE AI
- Organised adoption of AI
- Build AI capability
- Deploy AI into workflows
- Improve decisions & automation
- Create measurable outcomes
- Capability foundation
AI ENTERPRISES
- Enterprise re-architected around AI
- Architect AI foundation
- Redesign business & operating model
- Embed AI into the enterprise
- Transform workforce & culture
- Strategic transformation
THE AISM™ MODEL
Six dimensions.
A smarter
enterprise.
AISM™ connects the dimensions that determine whether AI can scale responsibly and create business value.
AISWITCH™
AI Human Augmentation
Human + AI collaboration; using AI to augment human capabilities and improve how people make decisions and perform work.
AI Strategy Management
AI strategy and roadmap, governance, policies, ethics, ESG, AI CoE, financial management and strategic planning.
AI Workforce Management
Workforce planning, roles and responsibilities, KRA/KPIs, RACI, skills, capabilities and workforce transformation.
AI Information Management
Data governance, data quality, data security, data management, DataOps and ensuring trusted information for AI.
AI Culture
AI-first culture, adoption, behaviour change, AI storytelling, trust and embedding AI into organisational ways of working.
AI Technology
AI infrastructure, cloud/hybrid environments, models, lifecycle management, capacity, cost, performance, resilience and technology governance.
PROSIGHT™ AI SERVICE MANAGEMENT
End-to-end capabilities for your AI journey.
PROSIGHT™ brings together the capabilities required to build, manage and scale enterprise AI.
Our Capabilities
Ten capabilities. One connected AI journey.
AI Strategy
Define the strategic direction, priorities and roadmap for enterprise AI.
AI Practice
Establish the practices, operating structures and capabilities required to manage AI at scale.
AI Engineering Capabilities & Use Case Pipelines
Build the engineering capabilities and prioritised pipelines required to move AI from concept to execution.
AI Technology Management & GRC
Manage AI technology, infrastructure, risk, governance and lifecycle requirements.
AI CoE Structure
Design and establish the structures required to coordinate enterprise AI capabilities and execution.
AI Investment Centers / Innovation Center & Roadmap
Create the structures and roadmaps required to align AI investment with strategic priorities.
AI Innovation & Ecosystems Funds
Build mechanisms to support AI innovation, experimentation and ecosystem collaboration.
AI Data Engineering Practices
Establish data engineering practices that support reliable and scalable AI.
AI Adoption@Scale
Embed AI into workflows, teams and organisational ways of working.
AI ROI & Metrics Measurements
Define and measure the metrics required to connect AI initiatives with business outcomes.
Proprietary Intelligence. Prescriptive Frameworks.
Frameworks that turn AI ambition into enterprise intelligence.
Our expert-built frameworks bring structure to the complexity of enterprise AI — helping organisations assess, architect, govern and scale.
GREAI™
Framework for Developing and Deploying AI Responsibly
A framework focused on Green, Responsible and Ethical AI engineering across the AI lifecycle.
AISWITCH™
Comprehensive AI Practice Maturity Assessment
A maturity assessment focused on evaluating AI capabilities across People, Process, Tools and Outcomes.
CHIP2EXPERIENCE 2OUTCOME™
Intelligent Enterprise Fabric Architecture
An architecture connecting technology capabilities to user experiences and business outcomes.
AISTATE™
Industry-agnostic AI Practice & Governance Framework
A framework for AI practice assessment, benchmarking, strategic planning and roadmap development.
AI MATURITY ASSESSMENT
How AI-ready is your
organisation?
Evaluate your organisation’s AI Practice Competitive Leverage across the six critical dimensions of AISWITCH™.
Understand where your organisation stands across the capabilities, practices and structures required to manage and scale enterprise AI.
Know where you stand. Know what comes next.
ExploreINSIGHTS & PERSPECTIVES
Ideas that shape the
intelligent enterprise.
Expert perspectives, practical frameworks and emerging ideas for leaders navigating enterprise AI.
Explore by perspective
Leadership
AI for CXOs
Perspectives for business leaders shaping AI strategy and enterprise transformation.
Communication
AI Storytelling
Ideas and frameworks for communicating AI with clarity, relevance and impact.
Engineering
Platform Engineering
Perspectives on building and evolving platforms for the intelligent enterprise.
READY TO TURN AI AMBITION
INTO REAL VALUE?
Let’s build a brighter
tomorrow, together.
Turn AI ambition into sustainable business value with the right strategy, practice, frameworks and capabilities.
Your AI ambition needs an operating model.
Start a Conversation