Discover how PHOENIX group is using AI to streamline supply chains, cut costs, and free employees to focus where human judgment matters most.
Our AI Consulting Services
Imagine a teammate that works tirelessly, learns continuously, and adapts to your needs. That’s the promise of AI agents. With the ability to observe, plan, and act autonomously, AI agents open a new chapter of end-to-end transformation across industries—streamlining processes, driving data insights, and augmenting human potential like never before.
Our BCG responsible AI consulting team helps organizations execute an strategic approach to responsible AI through a tailored program based on five pillars.
Our Approach to AI Transformation
72%
of CEOs say they are the main decision maker on AI in their organization
$30b+
value realized for clients from applied AI
6,000+
AI practitioners at BCG
100
Among the first 100 orgs globally certified under ISO/IEC 42001 for AI management
BCG’s AI consulting services are grounded in a simple insight derived from thousands of artificial intelligence consulting engagements: only 10% of AI transformation value comes from the AI application itself, and another 20% from the underlying data and technology. The remaining 70%—workflow redesign, culture, governance, and human-AI collaboration—is where organizations turn AI ambition into measurable business value.
Our AI strategy consulting experts help clients pursue three strategic value plays: deploy to embed AI into everyday work, reshape to redesign the enterprise, and invent to create new sources of growth. Together, these plays provide a path from initial adoption to enterprise AI transformation.
As one of three core plays in BCG’s AI transformation strategy, Deploy embeds applied AI into the flow of everyday work—from research and content creation to meetings and decision support—to unlock 10% to 15% productivity gains across the enterprise. Built on secure, governed architecture from day one, the Deploy play helps organizations strengthen AI fluency and lays the foundation for deeper Reshape and Invent value plays.
How BCG’s AI Consulting Teams Help Clients Deploy
We move clients from fragmented AI experimentation to a coordinated productivity engine while building capabilities that support adoption at scale. Here’s how:
- Size the opportunity. We identify the workflows, roles, and teams where applied AI can create the greatest business impact.
- Deploy on governed, enterprise-ready infrastructure. We build responsible guardrails and clear guidelines for secure, compliant use, so tools scale safely across the organization.
- Build AI fluency that lasts. Successful AI deployments require more than a one-time launch. With nudges, in-context learning, and recognition, we help embed AI into daily habits. This is the discipline that took one client from 18% to 90% AI literacy
- Prove the return on the balance sheet. We help translate productivity gains into measurable business outcomes, from capacity and cost savings to reinvestment and growth, tracked against a single source of truth.
Reshape reimagines how an organization’s most critical work gets done, powered by agentic AI. This value play reorients functions around applied AI, delivering 30% to 50% improvements in efficiency and effectiveness and moving organizations further along their AI transformation.
How BCG’s AI Transformation Consulting Teams Help Clients Reshape
We connect AI strategy consulting with implementation to redesign workflows, operating models, roles, and technology around measurable value. Our research reveals three to four times higher ROI from reshape transformations compared to use cases. Here’s how:
How BCG’s AI Transformation Consulting Teams Help Clients Reshape
We connect AI strategy consulting with implementation to redesign workflows, operating models, roles, and technology around measurable value. Our research reveals three to four times higher ROI from reshape transformations compared to use cases. Here’s how:
- Design and prove fast. In 10 to 12 weeks, we size a P&L-anchored business case, stand up a transformation management office, and deliver up to three proofs of concept, grounded in zero-based process redesign.
- Prove it in the field. We use lighthouse pilots to validate how applied AI reshapes workflows in live operations. For example, at a leading biopharma player, we cut clinical study report cycles from 17 weeks down to 5, and product quality reviews from 20 days to 1 to 3 days, delivering €40M+ in impact on each initiative.
- Scale what works. We codify winning patterns into reusable platforms and operating models. This approach helped a global consumer health and hygiene company transform its marketing organization end to end, cutting time spent on manual work by 25% to 40% while lifting output quality, with individual workflows like insights-to-brief achieving up to 60% time savings—freeing teams to reinvest in growth.
- Rebuild the organization. Reshape redesigns roles, skills, and decision rights alongside the technology, so applied AI enriches human judgment, strengthens collaboration, and enables gains to compound rather than plateau.
Invent is where AI transformation becomes a catalyst for growth. It spans three archetypes: AI-native products and services, expansion into previously inaccessible markets, and AI-attacker business models that reset industry economics.
How BCG’s Artificial Intelligence Consulting Experts Help Clients Invent
Our AI consulting services help organizations transform emerging AI opportunities into scalable businesses. Combining strategic clarity, deep industry expertise, applied AI, and BCG X’s product engineering capabilities, we help clients validate, launch, and scale new ventures that deliver measurable growth. Here’s how:
How BCG’s Artificial Intelligence Consulting Experts Help Clients Invent
Our AI consulting services help organizations transform emerging AI opportunities into scalable businesses. Combining strategic clarity, deep industry expertise, applied AI, and BCG X’s product engineering capabilities, we help clients validate, launch, and scale new ventures that deliver measurable growth. Here’s how:
- Validate fast, de-risk early. Our 8-to-12-week validation sprint tests a concept against a proprietary 14-dimension framework, giving leaders the confidence to invest where applied AI can create the greatest competitive advantage.
- Prove it with a working product. We rapidly develop AI-enabled products that demonstrate customer value, validate commercial potential, and create a foundation for scaling new revenue opportunities.
- Design, build, and launch. Our product engineers, designers, and data scientists build the product itself, refining performance, integrations, and user experience as it moves from prototype toward market readiness.
- Scale growth with confidence. We help organizations commercialize successful innovations, combining data-driven learning, product refinement, and disciplined execution. As ventures launch, we build the teams, roles, and operating rhythms that let them run and grow on their
How We Help Build Enterprise Capabilities for AI Transformation
Every successful AI transformation depends on more than technology. Whether organizations are deploying AI across everyday work, redesigning critical workflows, or creating new sources of growth, lasting value comes from the capabilities that enable enterprise change at scale. Our AI consulting teams help clients build those capabilities through three foundational pillars that support the full AI transformation journey.
Enterprise Value Assurance: For leaders accountable for the P&L case
Applied AI must deliver P&L impact. BCG’s AI consulting services help organizations establish the governance, operating cadence, and ecosystem required to scale without lock-in, translating AI business transformations into measurable value.
- Governance and Program Management. We help companies establish clear ownership across business and technology, with the governance and program management needed to set priorities, execute, and deliver measurable outcomes.
- Value Tracking and Forecasting. We track AI transformation progress through structured delivery milestones, resource management, and a consistent measurement approach supported by the right metrics and tools.
- Delivery Model and Ecosystems. We build the right delivery model by selecting and managing technology partners while leveraging strategic ecosystem investments to accelerate AI transformation.
Enterprise Enablement: For leaders accountable for their people and workflows
Technology doesn’t transform organizations—people do. Enablement is where roles are redesigned, new AI skills are honed, and leaders learn to model the behaviors that make adoption stick. It’s the difference between a pilot and an AI-fluent culture shift, and a critical element of a successful AI transformation.
- AI-First Org and Operating Model. We embed AI into core business processes and decision making, redesigning work so humans and AI agents work as one system.
- Workforce Reinvention Systems. We help companies build the talent, skills, and organizational models needed to scale AI, from product owners and data scientists to business SMEs, with the right balance of centralized and embedded capabilities.
- Leadership, Incentives, and Adoption. We help mobilize leaders to champion AI transformation through strong sponsorship, clear accountability, and incentives and workflows that drive lasting adoption.
Enterprise Foundations: For leaders accountable for technology and governance
Applied AI depends on trusted foundations. BCG helps organizations establish the technology, data, governance, and cybersecurity capabilities that allow AI to scale responsibly while maintaining speed, flexibility, and trust.
- Tech and AI Platform. We help companies select the right models, platforms, and tools while making business-led architecture decisions that balance flexibility, scalability, and long-term value.
- Data Foundations and Business Context. With our help, companies establish trusted data foundations through strong governance, quality, access, and security, while sequencing data work to enable AI at scale.
- Risk and Responsible AI. We embed risk, compliance, cybersecurity, and responsible AI by design, with guardrails that enable safe, secure, and scalable AI deployment.
Our Clients’ Success in Artificial Intelligence
60%
efficiency increase
Client Impact
Global consumer goods leader has partnered with BCG X to implement a GenAI platform which has fueled a 60% efficiency boost.
2x
productivity
Client Impact
Discover how a major mining operation in Western Australia partnered with BCG X to revolutionize its processes using a cutting-edge AI scheduling platform, boosting productivity and operational efficiency.
€150m
in gross profit uplift
A leading beverage company faced structural barriers to profitable growth rooted in a legacy focus on volume and fragmented RGM execution. BCG partnered with it to implement an agentic RGM platform focused on pricing and promotion optimization, alongside a redesigned operating model and enterprise-wide capability-building.
Our Products for Enterprise AI Transformation
BCG X offers a comprehensive library of products—backed by scientific rigor, extensive IP, and sophisticated AI components—to accelerate AI business transformation in support of our clients’ top objectives.
By integrating AI in customer experience management, companies can increase customer acquisition, upselling & cross-selling and decrease churn.
Fabriq Personalization AI by BCG X speeds marketing transformations by injecting automation, templatization, and precision targeting into existing marketing tech and processes.
Supply Chain AI by BCG X takes a holistic approach to transforming a company’s supply chain, from strategy and design through integrated planning and optimized execution.
Using holistic, tailored retail intelligence software, Retail AI by BCG X unlocks critical advantages across the six vital components of the value chain.
Auto AI by BCG X combines business and tech expertise to tackle the challenges of implementing AI in the automotive industry.
The use of AI in financial services can enable banks to build deeper customer relationships by delivering bespoke solutions. Learn about Smart Banking AI by BCG X here.
Machines are beginning to sense, decide, and act in the real world. Physical artificial intelligence opens new pathways to productivity and performance across industrial systems, logistics, and end-to-end workflows.
Our Latest News Headlines
June 26, 2026 | Business Insider
BCG's North America leader of people and organization practice, Julia Dhar, says that success increasingly boils down to what she refers to as "a high-agency mindset." These are the proactive employees who actively seek to understand what's expected of them. They're also the ones who show up with a positive attitude and a belief that their actions will have an impact.
May 28, 2026 | The Wall Street Journal
For all the doomsday predictions that AI will make management consultants obsolete, Boston Consulting Group CEO Christoph Schweizer has this retort: Look at the business. Revenue at BCG rose 7% to $14.4 billion in the firm’s latest fiscal year and its head count is expanding as the firm rushes to meet a near “infinite need” from companies for help rolling out AI, Schweizer said.
May 4, 2026 | Business Insider
CEOs and their board of directors aren't on the same page about how quickly their companies should integrate AI, according to a new BCG survey. "Split Decision: The BCG CEOs and Boards Survey," published on Monday, polled 625 business leaders worldwide. Of the 351 CEOs and 274 board members from leading companies surveyed, 44% were based in the US.
January 16, 2026 | Bloomberg TV
60% of CEOs are confident AI will pay off, and 94% plan to continue investing in 2026 even if near-term returns fall short. What’s changed most is leadership. CEOs are now twice as likely as last year to be the main decision-maker on AI (the new Chief AI Officer), and when they lead with preparedness and confidence, investment and skills follow.
Join us at the intersection of innovation and experience. Read deep dives into emerging technology topics from our seasoned experts in tech, design, and entrepreneurship.
Our AI and GenAI Collaborations
BCG is more than just a strategic consultant. Our clients benefit from our global ecosystem of AI and GenAI collaborations, including those with leading tech companies like Amazon, Google, IBM, Microsoft, Salesforce, and SAP—and with AI-centered enterprises such as OpenAI, Anthropic, Articul8, LangChain, and Palantir. This ecosystem extends our AI consulting capabilities and provides GenAI enablement designed to help clients maximize their investments.
Working together, we deliver value across four critical transformation pillars: optimizing existing technology, reshaping business functions, inventing new business opportunities, and reimagining entire organizations. And with BCG X, our in-house design-and-build capability, we combine AI strategy consulting with practical technology execution, helping companies advance AI for digital transformation and develop customized, industrial-grade platforms.
The BCG X AI Science Institute is where cutting-edge AI research, academic rigor, and real-world business impact converge.
Interview
August 25, 2026
With boards now asking what AI can return, CFOs have to fund the transformation, prove value early, and reinvent finance at the same time.
Article
August 14, 2026
As AI expands current and future threat levels, cross-functional ownership of cybersecurity is essential. CEOs are uniquely positioned to lead that effort.
New AI-Powered Feature
BCG Answer
Discover the answer to your most important business challenges. BCG Answer delivers integrated insights powered by our cross-functional expertise and the latest thinking shaping today’s business decisions. Bringing together our most relevant perspectives, BCG Answer guides you to what matters most right now.
Explore More
Capability