The pressure on businesses to adopt and utilize AI quickly is undeniable. In early 2026, roughly one in 27 jobs in Connecticut is AI-enabled—up from one in 52 just a year earlier, according to our analysis of Lightcast data.
That is a striking jump, and it leaves businesses very little time to react. This rapid change is why Connecticut businesses have started showing up—to partner and invest—in AI education and training for workers and learners alongside college partners through the Tech Talent Accelerator 3.0 (TTA 3.0) program.
TTA 3.0 is powered by the Business-Higher Education Forum (BHEF), supported by the New England Board of Higher Education (NEBHE), and funded by the Connecticut Governor’s Office of Workforce Strategy. The highly replicable TTA model catalyzes deep partnerships between institutions and businesses and promotes agile program development that produces the talent Connecticut or any state needs.
What’s driving the investment of time, attention, and resources in business and higher education partnerships? The five reasons below are grounded in insights gathered from our sixteen Pilot Grant industry partnerships in Connecticut, with far-reaching implications for other states, businesses, and higher education institutions across the country.
Reason #1: There are Real Industry Hiring Needs
Fifty-six percent of businesses said AI education and training help them create or directly establish talent pipelines.
For those businesses, the need is immediate and specific. Pratt & Whitney—the East Hartford-based aerospace manufacturer and one of Connecticut’s largest private businesses—notes that the state’s engineering workforce must develop competencies in AI, automation, and data-driven problem-solving to remain competitive and meet future demand.
What You Can Do
Business partners can back your hiring needs with concrete commitments, similar to what the CT Pilot Grant partners have offered:
Priority hiring or promotion consideration for program completers.
Work-based learning opportunities, such as internships and apprenticeships.
Tuition coverage for incumbent workers enrolled in a program.
Additionally, identify the two or three AI competencies your teams will need in the next 18 months, then bring that short list to an institutional partner.
Institutional partners can ask employer partners what a completer should be able to do on day one, and design backward from that answer.
Reason #2: Existing Institutional Partnerships Can be Expanded
Approximately 31% of businesses had an existing relationship with their partner institution before TTA 3.0. For those businesses, the program offered a natural next step—deepening a connection they had already built. Connecticut College and Accenture, the global professional services firm, are expanding an existing partnership through a program built around the Certified Information Systems Auditor (CISA) credential, an industry-recognized certification for professionals who evaluate and audit an organization’s information systems and controls.
What You Can Do
Before searching for a new partner, take stock of the relationships you already have. Businesses that already know an institution and its learners, and vice versa, are often better positioned to provide targeted curriculum advising and create more direct pathways to internships or full-time employment.
Business partners can look past recruiting. An institution you already hire from can be a learning and development partner, host your subject-matter experts as guest instructors, or build a credential for your incumbent workforce.
Institutional partners can gain practical guidance on building, structuring, and sustaining these relationships in BHEF’s Industry Partnerships that Last: A Playbook for Higher Education.
Additionally, another valuable resource for bridging business and institutional partners is Forging Partnerships to Align Education and Industry for the Workforce of Tomorrow. This resource from BHEF draws on nearly 400 business leaders and more than 200 higher education leaders to show where each side’s expectations of the other tend to diverge, often leading to relationships that feel one-sided or harder to maintain.
Reason #3: AI Adoption and Emerging Tech Integration
Microsoft’s 2026 Work Trend Index Annual Report frames AI adoption as a defining business challenge: organizations that can learn quickly, compound their intelligence, and build durable systems alongside AI—what the report calls “Frontier Firms”—will be better positioned for long-term success.
Connecticut offers an early look at what that shift means sector by sector. AI-enabled roles are appearing across all the state’s critical industries: according to our analysis of Lightcast data, 13% of manufacturing job postings in Connecticut are AI-enabled, and the share is higher still in finance and insurance at 16%.
Partners across healthcare, manufacturing, engineering, and financial services are using TTA 3.0 as a vehicle to build AI readiness and resilience, and to integrate emerging technologies into their operations and workforce. What they share is a common vocabulary for what “AI skills” actually means in their sector—which is where most partnerships either gain traction or stall.
What You Can Do
Develop a shared definition for “AI skills”. A useful resource to start with is BHEF’s How to Build an AI-Resilient Workforce: The AI-Enabled Professional Framework, developed with more than a hundred cross-industry leaders. This playbook moves past broad calls for “AI skills” to name seven core competencies and trace how they evolve across five career stages, from aspiring learners to executive leaders.
Business partners can audit where your own roles sit against the five career stages to signal the skills and competencies needed for today and tomorrow. Most organizations discover the gap is not in technical AI expertise but in judgment, data literacy, and responsible use.
Institutional partners can use the playbook as a translation layer. It gives faculty and employer partners a way to talk about competencies without renegotiating terminology at every meeting.
Reason #4: Strategic Alignment & Organizational Goals
For many businesses, TTA 3.0 partnerships aren’t just about talent—they’re about strategy. Businesses have indicated that their higher education partnerships align with broader organizational goals around technology integration, efficiency, and quality. Access Health CT, the state’s official health insurance marketplace, sees the AI for Business Innovation in Healthcare program at Quinnipiac University connected directly to its goals of integrating emerging technologies to enhance care delivery.
What You Can Do
When a program is a strong strategic fit, both the business and the learner benefit—so it is worth testing that fit before committing resources.
Business partners can:
Name the organizational priority a partnership would advance, like efficiency, quality, technology adoption, and retention. If you cannot connect it to something already on your leadership agenda, the partnership will struggle to hold attention past the first semester.
Bring the partnership to the department that owns that priority, not only to HR or recruiting. Strategic sponsorship is what keeps a program aligned to organization goals and funding.
Institutional partners can ask a prospective partner what their leadership is being asked to deliver this year, then position the program as a contribution to it. That reframing turns a request for support into a business case.
Reason #5: Curriculum Co-Development and Applied Learning
What if you could directly help build the courses and programs your future employees take? Fifty-six percent of TTA 3.0 participating business partners are advising, developing, or collaborating on curriculum with institution faculty and staff. An additional 31% provide real-world cases and data, giving learners firsthand experience with the kinds of problems they’ll actually face on the job. The result is a more targeted, employer-informed learning experience—and a stronger pipeline of AI-literate talent.
What You Can Do
Curriculum input is one of the lowest-barrier, highest-leverage contributions a business can make. It does not require designing a course.
Business partners can:
Contribute one real, de-identified dataset or a recent problem your team solved. A single authentic case changes what learners practice and their ability to show up “ready”.
Commit to a defined, time-bound role, e.g. two advisory meetings a year, one syllabus review, or one guest session per term.
Institutional partners can make the ask specific and small. Businesses rarely decline a two-hour commitment with a clear deliverable; they routinely decline open-ended invitations to “partner.”
Get Involved
Whether you lead a business or an institution, preparing talent for AI-driven change is now on your desk. Here are three ways that BHEF can support you.
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Partner with TTA 3.0 in Connecticut
Connecticut is making real strides in AI education and training, and TTA 3.0 has been proud to bring higher education institutions and businesses together to strengthen the state’s tech workforce. The TTA 3.0 Innovation Grant RFP has launched, and institutions are actively seeking high-quality business partnerships. If your company has operations in Connecticut and is ready to get involved, complete a brief Interest Form or email us at techtalentaccelerator@bhef.com.
Learn more about the BHEF network
The Business-Higher Education Forum is the nation’s leading executive network aligning education and workforce strategy. We connect top companies with presidents, chancellors, and provosts of forward-looking institutions to solve one of today’s most pressing business challenges: building a competitive and responsive talent pipeline. If your organization is ready to lead—and not just react to—the future of work, BHEF is your partner.
Sources: Lightcast (February 2026); Microsoft 2026 Work Trend Index Annual Report.
