AI

Driving Transformational Margin Improvements with GenAI

Demystifying AI: Part 3

“We’re on the edge of the golden era of AI. Recent advancements have surprised even the optimists in the field” – Jeff Bezos

GenAI presents ‘once in a generation’ opportunities to rethink how we work, leverage intelligent automation across our business, and free workers from mundane, repetitive tasks to focus on higher value-added activities.  Collectively, these new capabilities will change the ‘way we work’ in foundational ways, with significant implications for bottom-line operating results.

Get ready for massive productivity improvements

Whether it’s writing a high-impact client communication, providing world-class customer support across dozens of languages and timezones, or cutting the time to develop your next break-through software solution in half, GenAI is going to significantly accelerate the pace of value delivery.  2023 was a foundational year for GenAI, as people worked to understand its foundational capabilities and various use cases.  2024 is the year where GenAI solutions, such as Microsoft 365 Copilot, Salesforce Einstein, or Zoom AI, are going to be embedded into the basic way we work.

Entire business functions will be transformed

Areas like Customer Support, Financial Planning and Analysis (FP&A), and Software Development are likely to look very different in the future.  Companies are rapidly adopting GenAI-enabled support capabilities to provide high-quality, automated customer support solutions at a fraction of today’s costs.  Common FP&A tasks, such as data collection and normalization, forecasting, and detailed reporting will be largely automated, with dynamic, interactive capabilities.  Software Development is already seeing massive productivity gains from platforms like GitHub’s Co-Pilot.  These new capabilities are likely to fundamentally change the nature of work and staffing needs in a wide range of corporate functions.

Early adopters will see the impact directly in their ‘bottom line’

The good news is that organizations that successfully embed GenAI into their core ways of working will see cost savings and operating efficiencies translate directly to higher profit margins.  Those improved operating margins free up capital and capacity to invest more deeply in innovation and can contribute to a ‘virtuous cycle’ of differentiated performance.

Late adopters may struggle to keep up…

On the flip side, organizations that are slow to adopt GenAI capabilities are likely to find themselves at a distinct disadvantage in terms of delivery pace and cost structure.  If not quickly addressed, these structural competitive headwinds can have significant implications for their long-term prospects. 

What We’re Seeing in Practice

  • Most companies are still in ‘experiment mode’:  While there are pockets of applied GenAI already driving operational efficiencies in industry, most efforts were still in ‘proof of concept’ or pilot mode at the end of 2023.  As teams are working through specific use cases, solving for domain specific needs, and addressing security and compliance requirements, 2024 will be a year of action and scaling.
  • Boards and analysts are expecting results in 2024:  There is growing pressure from Boards and external analysts to begin seeing signs of GenAI-enabled operational efficiency and effectiveness in 2024.  2024 may still be a net-investment year when it comes to GenAI, but external observers are looking for a clear trajectory for increased earnings. 
  • Commercially-available solutions will lead the way in 2024:  Though custom-GenAI solutions will require time and a fair amount of creative engineering for most companies, commercially available solutions like Microsoft 365 Co-Pilot, Salesforce Einstein and ZoomAI are ready to drive efficiencies across your business today.  Other solutions, like ServiceNow’s GenAI-enabled platform are poised to drive significant transformation, but need to be customized to your business model and fine-tuned with your data and best practices.
  • Companies need to ‘lean-in’ on adoption support to see the benefits:  ‘Build it and they will come’ definitely does not apply to broad-based GenAI adoption.  To see significant margin improvements from your GenAI efforts, you’ll need to clearly communicate the value prop to your workforce, provide simple adoption aids, and carve time out for your team members to learn new skills and ways of working.

Buckle-up, things are getting ready to accelerate…

GenAI is going to further accelerate the pace of business and place a premium on the ability to leverage these new capabilities, holistically across your business, to drive measurable operating efficiencies and margin improvements.  There are a lot of moving parts, and you’ll need to prioritize which use cases to tackle first.  The good news is there are clear benefits to be captured in 2024 that can help build and sustain momentum for your GenAI adoption efforts, and make a real difference to your bottom line.

Please click below to explore the next 2 blogs in the ‘Demystifying GenAI’ series.

To learn more about how Accelerated Innovation can help your company develop their GenAI vision and get started on their journey, Contact us to set up a phone call.   

Defining Your GenAI 'True North' - A Closer Look

Target Duration

< 30 Days

While success with GenAI will be a journey, in the early stages of adoption you’ll need to:

  • What’s all the buzz about, and what does it really mean for my business?
  • How fast do we need to move?
  • Do we have the talent to succeed with GenAI?
  • Can we explore GenAI without exposing the organization to unnecessary risks?
  • Where do we start?

Understanding GenAI

A targeted 2 – 3 hour executive workshop to help you:

    • Rapidly work up the GeAI learning curve
    • Understand its core capabilities
    • Explore its potential value for your business

 

GenAI & Your Industry

A custom GenAI Industry Report to ensure you understand key industry use cases and expected GenAI adoption rates.

Assessing Your GenAI Readiness

A targeted GenAI Readiness survey that will clearly measure your commitment to adopting GenAI and your high-level readiness across the five ‘Keys to Winning’.

Defining a Clear & Compelling Vision to Win with GenAI

A streamlined GenAI Vision development session, with applied examples, to collaboratively define your GenAI Vision in as little as 60 – 90 minutes. 

Defining an Integrated GenAI Strategy & Roadmap - A Closer Look

Target Duration

30 - 60 Days
(depending on leadership availability)

While its potential is compelling, successfully leveraging GenAI will require an integrated approach and sustained collaboration across your company. Virtually every group will have a role to play, and you’ll need to:

  • Define an integrated strategy that solves multiple challenges in parallel
  • Solve for Secure & Responsible AI requirements from the start
  • Build momentum for GenAI adoption while closing foundational talent and capability gaps
  • Embrace iterative innovation and accelerated solution delivery
  • Enable aligned adaptability as ‘what great looks like’ rapidly evolves

Accelerated Innovation has developed a streamlined GenAI strategy development solution that enables our clients to rapidly:

  • Align on a clear and actionable 12 – 18 month ‘Strategic Intent’
  • Define your specific ‘Keys to Winning’ with GenAI
  • Prioritize an integrated portfolio of initiatives, based on your specific needs
  • Identify ‘Quick Win’ opportunities
  • Define clear and aggressive measures of success
  • Identify and mitigate potential GenAI adoption risks
  • Define an actionable and adaptive GenAI Roadmap for accelerated results

 

Igniting Your GenAI Journey - A Closer Look

Target Duration

1-2 Quarters

While success with GenAI will be a journey, in the early stages of adoption you’ll need to:

  • Clearly communicate your GenAI vision and sustain energy and momentum for the change
  • Create a sandbox where team members can safely explore GenAI
  • Bring GenAI capabilities ‘to life’ for your teams with targeted solutions
  • Solve for a wide range of talent and capability gaps
  • Make sure you have the integrated insights to continually optimize your approach

Accelerated Innovation specializes in enabling and maximizing the impact of your GenAI efforts.  Our integrated ‘GenAI Adoption Lift-off’ solution focuses on:

  • Amplifying your GenAI Message to build energy and commitment for the journey
  • Delivering a set of high visibility GenAI ‘Quick Wins’
  • Systematically solving for Secure & Responsible AI requirements
  • Enabling a cohort of GenAI Champions to lead your unique journey
  • Closing key capability gaps to securely and responsibly scale your GenAI efforts
  • Ensuring you have the data-driven insights needed for real-time decision making
  • Establishing a light-weight operating cadence to get aligned, stay aligned, and deliver high-impact results

Accelerating Your GenAI Journey @ Scale - A Closer Look

Target Duration

Varied - depending on your specific scope

GenAI’s real impact occurs when you scale and embed its capabilities within your organization’s ‘core DNA’. To do so, you’ll need to:

  • ‘Productize’ enterprise-class GenAI solutions
  • Streamline innovation and solution delivery across your business
  • Scale your GenAI Talent enablement efforts
  • Scale robust GenAI operations, security and compliance functions
  • Adopt GenAI-enabled productivity enablers across your workforce
  • Accelerate your organization’s operating cadence to compete in an AI-enabled competitive landscape

Accelerated Innovation brings decades of strategic change enablement experience to help clients accelerate and scale their GenAI impact. Our integrated GenAI scaling solutions focus on:

  • End-to-End GenAI solution ‘productization’ and hardening
  • GenAI Innovation and Agile delivery optimization
  • Integrated Talent Enablement and Management, including:
    • Curated learning journeys for internal team members
    • Accelerated Talent Attraction 
    • Targeted 3rd Party Support where delivery pace is critical
  • Enterprise capability design, scaling, and optimization
  • Sustained GenAI transformation and risk management support
  • Scaled GenAI governance and compliance support

Adapting to Outperform with GenAI - A Closer Look

Target Duration

1 - 2 Quarters
(with on-going support as needed)

The pace of business is only accelerating, and leaders everywhere are working to keep pace. To compete in a GenAI-enabled world, you’ll need to:

  • Leverage real-time insights for data-driven decision making across your business
  • Continually monitor 3rd Party GenAI innovation, competitor actions, and evolving regulatory mandates
  • Iteratively adapt your GenAI strategy, plans and tactics
  • Accelerate your innovation and delivery of GenAI-enabled solutions
  • Deliver improved top and bottom-line results to compete

Enabling improved strategic adaptability is a core focus and passion for the Accelerated Innovation team. We partner with our clients to:

  • Architect integrated measurement strategies for improved real-time insights 
  • Leverage OKRs for increased clarity, alignment, focus and measurability across their GenAI efforts
  • Adopt quarterly Strategy and Planning cadences for improved alignment and adaptability
  • Embrace Outcome-based Roadmaps to clearly define their ‘True North’, while maintaining solution flexibility and pace

Closing Targeted GenAI Gaps to Maximize your Impact - A Closer Look

Target Duration

Varied - based on your specific needs and scope

Targeted gaps in GenAI talent and capabilities can significantly impact your results. Common challenges include (but are not limited):
  • Integrated GenAI Strategy
  • GenAI Talent Management
  • Master Data Management
  • GenAI Innovation Acceleration
  • GenAI Security
  • Adaptive Quarterly Planning
  • GenAI Architecture
  • GenAI Transformation Leadership
  • GenAI UX Design
  • GenAI Product Management
  • LLM Monitoring
  • GenAI Governance

Accelerated Innovation offers targeted, custom solutions to close specific client GenAI gaps, including:

  • GenAI Vision, Strategy & Roadmaps
  • Packaged GenAI ‘Quick Wins’
  • Integrated GenAI Talent Management
  • GenAI Capability Design and Scaling
  • GenAI Innovation & Agile Solution Delivery
  • Integrated GenAI Transformation & Risk Management
  • Integrated GenAI Measurement & Insights solutions
  • Adaptive Strategy, Planning & Governance practices