... engineering leaders are increasingly responsible for building AI-enabled applications and AI agents, but lack a practical framework for doing so. Use this playbook to navigate the tech stack, development life cycle, skills, operations and economics of AI engineering. Gartner Recommended Reading Gartner Insights ...
Analyst(s): Tigran Egiazarov | Nabeeha Ahmed | Shiva Varma
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... Gartner First Takes Fresh insights on emerging trends Mistral AI’s recent release of Forge aims to appeal to enterprises that desire extensive model customization and ownership. However, AI leaders should balance that expectation with the additional model life cycle, governance and talent burden to make ...
Analyst(s): Arun Chandrasekaran | Ashish Banerjee | Birgi Tamersoy | Irina Guseva | Neil MacDonald | Radu Miclaus
... and deploy zero-trust technologies. Ongoing advancements in technology continue to accelerate zero-trust adoption. This Hype Cycle provides cybersecurity leaders with a framework to prioritize technology innovations that are most effective in advancing an organization’s zero-trust security posture. ...
... AI‑enabled cash flow forecasting uses indirect, driver‑based traditional AI techniques to produce probabilistic, explainable forecasts that support forward‑looking liquidity planning and scenario analysis. CFOs should reference this implementation guide as they assess, pilot, and operationalize this ...
Analyst(s): Regina Crowder | Alex Levine | Ash Mehta | Twisha Sharma
... •Understand what makes a good prompt •Apply the Gartner ReFLECT framework for prompt engineering •Learn the basics of prompt modularization and prompt management •Recognize the importance of measuring and validating prompt effectiveness This session introduces the fundamentals of writing effective p ...
... current memory crisis has created a significant impact on organizations due to hardware price increases in 2025 and tighter budgets in 2026 and 2027. With device prices rising between 35% and 45% in 1H26 alone, heads of infrastructure and operations have a narrow set of mitigation options — each carrying ...
... Access Insights Already a Gartner client? Winners understand that AI will reshape transformation in every aspect of their services business for the next decade, and that typical Hype Cycle responses don’t apply. Losers think it is a tech du jour, to be aggressively marketed and sold until it slides into ...
Analyst(s): Chrissy Healey | Craig Lowery | Dane Anderson | Matthew Goldman
... Already a Gartner client? Heads of I&O must remove EIS barriers to leverage AI-driven operations. This research defines a strategy across governance, change management, and outcomes to drive transformative, efficient IT operations in complex environments with multiple monitoring and observability tools. ...
... Developing AI applications, including autonomous agents, presents security threats that must be identified using diverse threat modeling techniques. Security architects must model AI applications and identify these threats to effectively secure AI deployments. Insights at a Glance Strategic Planning ...