Is Your Ops Model Ready for GenAI @ Scale?
GenAI pilots are easy to launch, but keeping them reliable, resilient, and well-governed at scale is hard.
To win, you're LLM Ops function needs to scale with your GenAI ambition.
The Challenge
When GenAI moves from pilots to production, LLM operations often lag behind experimentation and ad-hoc builds, leaving leaders wondering.
- Do we have the right LLM Ops processes and SLOs to keep key GenAI services available and safe?
- Can we quickly trace issues from a user symptom back to prompts, models, data, and infrastructure?
- Are monitoring, logging, and guardrails consistent across teams, or is every GenAI use case a snowflake?
Without scalable and resilient LLM Ops, each new GenAI solution adds additional risk to your business.
Our Solution
A structured, lightweight diagnostic that:
- Benchmarks how effectively your organization supports your GenAI solutions.
- Highlights LLM Ops competency gaps that will limit your ability to scale GenAI with confidence.
- Provides targeted recommendations to raise the quality of your LLM Ops capabilities.
Move from “we’re firefighting GenAI issues as they appear” to “we have an actionable plan to close key LLM Ops gaps.”
Areas of Focus
- LLM Ops – How you manage prompts, model choices, configuration, deployment, SLOs, and runbooks.
- Data Ops – The pipelines, feedback loops, governance, and quality controls that keep training, retrieval, and grounding data accurate and secure.
- I&A and Change Management – How GenAI capabilities are integrated into apps and workflows, and changes are managed..
- Monitoring & Alerting – Telemetry, logging, tracing, and alerting for latency, cost, safety, and quality.
- Reliability, Resilience, & DR – Patterns for redundancy, fallbacks, capacity planning, and disaster recovery.
Targeted Acceleration Guides
> 800 actionable resources to accelerate your GenAI journey, including:
- A brief description of each capability or practice
- Why it’s important and why it’s challenging at scale
- The typical complexity to solve
- Three actions to take based on your specific level of readiness
- Key watch‑outs and common pitfalls to avoid
- The benefits you can expect when you close this gap
How it Works
- Take the assessment – Purchase and complete the Enterprise LLM GenAI Ops Assessment diagnostic for your organization or team.
- Review your results – See your scores across each area of focus and compare your operational readiness with data-driven benchmarks.
- Unlock your Acceleration Guides and action plan – Access targeted recommendations, with concrete actions, watch-outs, and next steps to mature your LLM operations.
Outcomes You Can Expect
- A clear view of where your GenAI operations are strong, where they’re fragile, and what to tackle first.
- Operational confidence in your GenAI stack, with visibility into availability, performance, cost, and risks.
- Alignment on ownership, standards, and incident management practices.
- A practical action plan across LLM Ops, Data Ops, monitoring, and DR.
- A way to track progress over time as you add new GenAI use cases and evolve your operating model.
This is the Solution for You, if:
- You’re moving GenAI pilots into production and need to treat them as always-on, business-critical services.
- You want consistent standards for LLM Ops, Data Ops, monitoring, and resilience.
- You want a more proactive, robust approach to LLM Ops.