Readiverse report – november 2025
Building AI on a Foundation of Resilience
A pragmatic playbook for enterprise leaders navigating the AI era — where innovation meets governance, and agility meets resilience.
Hear from Our CTO
Building AI on a Foundation of Resilience
Artificial intelligence is reshaping how enterprises operate — but success depends on more than just adoption. In this short video, Pranay Ahlawat, Commvault’s Chief Technology & AI Officer, shares what’s really happening inside enterprise AI programs: why most fall short, where the risks lie, and how resilience unlocks long-term value.
The Reality: Adoption Is High, ROI Is Uneven
Most organizations struggle to move beyond experimentation — constrained by budgets, compliance complexity, and infrastructure gaps.
The Readiness Report explores what separates leaders from laggards — and why disciplined execution is the new competitive advantage.
65%
of organizations now use generative AI.
5%
see measurable profit impact with the use of AI.
The Headwinds: Six Obstacles Enterprises Must Overcome
AI’s potential is enormous — but so are its challenges. The Readiness Report identifies six recurring barriers holding organizations back:
Model Quality & Reliability
Hallucinations, reasoning limits, and drift
Security & Resilience
New attack surfaces and missing recovery plans
Regulatory Overhang
Fragmented and fast-evolving compliance landscape
Structural Constraints
Talent shortages, data readiness gaps, and platform sprawl
Change Management
Lack of incentive and workflow alignment
AI Disaster Recovery
Neglected protection for vector databases and model assets
The 90/180-Day Readiness Scorecard
Success in AI adoption requires measurable progress markers.
The Readiness Report defines what “good” looks like — from first deployment to demonstrated business value.
Within 90 days
- Deploy 3–5 AI use cases with KPI baselines
- Create an AI Bill of Materials (AI-BOM)
- Validate disaster recovery procedures
Within 180 days
- Show measurable impact from at least two use cases
- Close red-team findings and meet regulatory alignment
- Achieve rapid recovery targets for AI workloads
Commvault’s Vision: AI Built on Resilience
AI’s future will be shaped by organizations that can innovate safely and recover quickly.
helps enable enterprises to build AI systems that are both powerful and protected — resilient by design.
Innovation without resilience is risk. Commvault gives you both.
