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Research Oct 2026
... impact when outages cross team and vendor boundaries. This note provides a governance framework using mean time to restore service, an outcome-driven version of MTTR, to enforce a continuous, telemetry-verified recovery clock. Insights at a Glance Impact Actions Cautions How to Execute Success Measures ...

Analyst(s):   Ron Blair   |   Aparna Bhaumik   |   Sanchi Bhat
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Research Jun 2026
... Access Insights Already a Gartner client? Architecture as code is an emerging technique for defining software architecture as formally structured, versioned artifacts managed as code. Software engineering leaders must balance its potential benefits against the limited maturity of the approach to invest ...

Analyst(s):   Shiva Varma   |   C.A. Swan
Research Jul 2026
... Access Insights Already a Gartner client? Most organizations struggle with inconsistent metrics. Instead of promoting a single version of the truth, use semantic layers and data catalogs to distinguish between similar metrics and guide users on when and how to use them. AI needs a context layer; D&A ...

Analyst(s):   Kurt Schlegel   |   Edgar Macari
Premium Research Apr 2026
... tool options to help leaders prioritize business functions and align requirements. When to Use Directions for Use Note 1: High-Level Updates (Full Version) Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Phillip Shattan   |   Ron Blair
Research Sep 2026
... Portal and Documentation API Security API Testing Deployment Flexibility Event-Driven and Streaming Gateway Federation MCP Development and Management Versioning and API Governance AI and Agent Management Mobile/Web Back-End APIs Internal API Management Productizing APIs Distributed API Management Inclusion ...

Analyst(s):   Nicholas Carter   |   Shameen Pillai   |   John Santoro
Premium Research Apr 2026
... leaders responsible for technology decisions today must lock in data strategies, interoperability and AI approaches that will operate in 2035. But which version of 2035? Three futures spanning decision advantage, attrition and fragmentation reveal which investments prove resilient across futures. Insights at ...

Analyst(s):   Dicky Gray   |   Jay Phipps   |   Ripley Hunter   |   Michael McFerron
Research May 2026
... agent “skills” instead of language syntax. Software engineering leaders must treat these assets as systems that accrue technical debt and demand versioning, maintenance, and security discipline. Gartner Recommended Reading Gartner Insights Abstract ...

Analyst(s):   Nitish Tyagi
Research Feb 2026
... an IT strategy, it must be shared, understood, and supported widely across the enterprise. To achieve this, CIOs should create and use a one-page version of the IT strategy as a key part of their communication activity. Insights at a Glance Impact Brief Actions Actions and Cautions How to Execute Success ...

Analyst(s):   Brandon Germer   |   Ian Cox
Research Apr 2026
... of managing multiple specialized tools not only inflates TCO but also hinders agility, innovation, and consistent D&A governance due to conflicting versions of truth. D&A leaders must consolidate underutilized governance tools to maximize operational efficiency and optimize cost. Insights at a Glance ...

Analyst(s):   Divya Radhakrishnan
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