Date: July 30, 2026 Main source: Capgemini Investors Link: https://investors.capgemini.com/en/event/h1-2026-results/ Supplementary sources: https://www.reuters.com/business/capgemini-sees-multi-year-it-modernisation-boom-firms-prepare-ai-2026-07-30/
Summary
Capgemini said companies are entering a multi-year technology modernization cycle to prepare their systems for AI and autonomous agents. The main obstacles are fragmented data, legacy applications, weak integrations and accumulated technical debt. The consultancy sees clients moving from isolated pilots to transformation programs that combine cloud, data, applications and automation. The conclusion is direct: an agent cannot operate reliably if the data sources and systems it has to use are not connected or governed.
Why it matters
For most companies, the real problem will not be choosing between models, but cleaning data, standardizing processes, defining permissions and connecting systems. That implementation layer is a more durable commercial opportunity than selling access to a specific tool.
Practical implications
- Offer AI readiness audits before proposing advanced agents.
- Turn CRM cleanup, process documentation and integrations into billable services.
- Build a reliable database and permissions first, then add autonomy.
Focus of the day: The edge is no longer in trying more tools, but in deploying AI with transparency, infrastructure, trustworthy data and measurable return.