AI-Assisted Operations for Platform Teams
White paper overview
Platform teams run multi-cloud estates on fragmented tooling, and the first 20 minutes after an alert go to finding context, not fixing it. This white paper shows how AI-assisted operations unify cloud, CI/CD, ticket, repository, and knowledge-base context in one interface. It explains why AIOps tools and observability alone can't solve the problem and how a read-only rollout builds trust.
Who this white paper is for
DevOps and platform engineering leads
Who own the toolchain and need faster investigation with no agents to install.
SRE and incident response teams
Who need live infrastructure context in one place during a P1 investigation.
CTOs and heads of engineering
Who need a measured path to AI in IT operations, with human approval gates.
Why this white paper matters
Platform engineering is now the default model, and estate complexity is growing faster than headcount.
76% of organizations
Reported having a dedicated platform team in DORA's 2025 survey of nearly 5,000 technology professionals.
89% ran multi-cloud
Estates in 2024 (Flexera), so engineers move between clouds, on-premises systems, and managed services every day.
30 to 40% of developer capacity
Can go to managing infrastructure instead of business logic – the cognitive load a platform is built to absorb.
Reduce time spent on incident investigation and context gathering
Related content
Article
Unifying Context: From Alert to Fix in 8 MinModern infrastructure complexity turns 2 a.m. alerts into an operational nightmare. Discover why simply connecting your DevOps tools to AI is a trap and how a unified context layer changes the math for SRE teams.
Reading time: 6 mins
Article
Why Platform Teams Are Drowning in ToolsAre you struggling with numerous tools, undocumented decisions, and outdated runbooks? Adding headcount or expanding your observability stack won't solve infrastructure fragmentation. Here is what actually will.
Reading time: 4 mins
Article
Andersen’s Approach to PDS ServicesThis article spotlights Andersen’s PDS framework and how it resolves customer challenges, outlining flows and scope – including business analysis and project management services – while showcasing tangible value.
Reading time: 25 mins
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