Are Your LLMs Getting the Data They Need?
GenAI experiences live or die on the quality of the context you retrieve and feed your models.
To win, you’ll need retrieval and re-ranking that surfaces the right data for high-quality GenAI responses.
The Challenge
When you look closely at your retrieval stack, it can be hard to answer basic questions like:
- When should we use keyword search, vectors, or hybrid retrieval for different use cases?
- How effectively are we ranking the context that's being provided to our LLMs?
- Are wrong or missing answers a model problem, a retrieval problem, or both?
Without effective retrieval and ranking, you'll struggle to deliver high-quality, on-brand GenAI experiences.
Our Solution
The Retrieving Your Data Assessment is a structured, lightweight digital diagnostic that:
- Benchmarks how effectively your organization retrieves and re-ranks critical search context.
- Highlights competency gaps that will limit your ability to produce high-quality, predictable GenAI outcomes.
- Provides targeted recommendations to raise the quality of your retrieval and re-ranking approach.
Move from “we index everything and hope for the best” to “we know exactly how GenAI should retrieve and prioritize the data behind our experiences.”
Areas of Focus
- Traditional & Hybrid Retrieval – How retrieval solutions are designed, tuned, and monitored to balance precision, recall, and cost.
- Advanced / Specialized Retrieval Strategies – Use of domain-specific retrievers, query rewriting, routing, filters, and personalization for complex scenarios.
- Re-Ranking & Fusion Methods – How results from multiple indexes and retrievers are merged, scored, and re-ranked..
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 Retrieving Your Data Assessment diagnostic for your organization or team.
- Review your results – See your scores across each area of focus and compare your retrieval readiness with data-driven benchmarks.
- Unlock your Acceleration Guides and action plan – Access targeted recommendations, with concrete actions, watch-outs, and next steps.
Outcomes You Can Expect
- A clear retrieval and ranking health profile, showing key competency gaps that need to be closed.
- Fewer hallucinations and wrong answers drive by missing, stale, or noisy data.
- Smarter performance–cost trade-offs, including where retrieval or re-ranking can cut tokens, latency, and infrastructure spend.
- A practical action plan with concrete recommendations.
- A way to track progress over time as your retrieval stack, data quality, and GenAI experiences evolve.
This is the Solution for You, if:
- You’re responsible for search, data platforms, or GenAI engineering.
- Your teams are evaluating retrieval strategies, and you need structured, vendor-neutral guidance.
- You need to prioritize investments across data, infrastructure, and experience design.