Resources · Insights & Market Briefs
The data behind the readiness gap.
Four briefs on why regulated enterprises are moving now: the talent shortage, the shift to fluency, the regulatory wave, and the ROI case for governed AI adoption.
Brief 01 · The talent gap is structural
You can't hire your way out of the AI skills gap.
For the first time in two decades, AI is the single hardest skill to hire for globally. Demand outruns qualified supply roughly three to one, and the gap isn't closing on a hiring timeline, which is why senior delivery plus enablement, not headcount, is the only path that scales.
Sources: ManpowerGroup 2026 Talent Shortage Survey (39,000 employers, 41 countries); industry maturity surveys, 2026.
of employers report difficulty hiring AI skills
AI talent demand vs. qualified supply (~1.6M roles / ~518K candidates)
of companies report AI skill gaps
of organizations have reached AI maturity (≈90% already use AI)
Brief 02 · Fluency beats hiring
The buyers winning with AI are educating, not just recruiting.
Leaders are prioritizing workforce fluency and upskilling ahead of hiring specialists, and the returns are measurable. The ROI case for governed adoption is no longer speculative; it's a line item with a defensible multiple.
Sources: Deloitte 2026 State of AI; McKinsey productivity research; PwC AI skills analysis.
prioritize educating the workforce / upskilling over hiring specialists (36%)
return for every $1 invested in AI training
productivity gains reported on AI-enabled work
wage premium on AI skills
Brief 03 · The regulatory wave
Multi-state and EU rules are turning AI governance into a deadline.
A compliance matrix is forming across jurisdictions, and for regulated buyers, the cost of getting it wrong is concrete. Policy-tied training, audit trails, and a defensible control environment move from nice-to-have to obligation.
Sources: IBM Cost of a Data Breach 2024; Texas TRAIGA; California AB 489; Colorado AI Act; EU AI Act.
average healthcare data-breach cost, highest of any industry (2024)
Texas TRAIGA takes effect; CA AB 489 and the Colorado AI Act in force
EU AI Act obligations begin phasing in for exposed multinationals
Brief 04 · The trajectory
Agentic AI is arriving in the enterprise faster than governance.
Analysts expect agentic capability to be embedded across enterprise software within the year. The organizations that win will be the ones whose controls kept pace with capability, which is the whole premise of how we work.
Sources: Gartner enterprise-AI forecasts; enterprise-AI market sizing, 2026.
of enterprises expected to deploy generative AI by 2026
of enterprise apps expected to feature AI agents by end of 2026
enterprise-AI market CAGR ($114.9B in 2026 → $273.1B by 2031)