Databricks LLMOps & MLOps
At RevoData, we specialize in Databricks-powered MLOps and LLMOps. We handle the heavy lifting of AI infrastructure so your team can focus on what they do best: innovating.
Stop Building Prototypes. Start Scaling Success.
Why maintaining your machine learning models matters
MLOps is the insurance policy for your AI investment. We move you from fragile, manual processes to an industrial-grade AI engine that delivers:
- Rapid Time-to-Value: Move from code to production in days, not months.
- Bulletproof Reliability: Guard against “silent killers” like model drift and hallucinations.
- Efficient Scaling: Optimize Databricks clusters so compute costs don’t outpace growth.
How we build your AI engine
We ensure your models are as robust as your enterprise software by focusing on the core pillars of modern LLMOps and MLOps:
- Reproducibility: We ensure you can always reproduce the exact state of your application, making your AI outcomes reliable and scientific.
- Automation: We automate repeatable tasks so your engineers can stop firefighting and start developing new features.
- Versioning: We version your code, data, and models simultaneously to ensure every insight is traceable and auditable.
- Testing: Our pipelines rigorously test code for errors, data for quality issues, and models for unwanted results before they ever reach production.
- Monitoring: We proactively track data quality, model performance, and errors to catch “silent killers” like model drift before they impact your business.
- Deployments: We maintain a clear split between development and production code, giving you total control over what is deployed and when.
- Ways of Working: We bridge the gap by combining development and operations teams, working in rapid sprints to iterate fast and deliver continuous value.
How we've specialized in LLMOps
Operating Generative AI models goes beyond regular MLOps and requires a different breed of discipline. We build specialized pipelines for:
- RAG Evaluation: Keeping your “Chat with your Data” tools grounded in facts.
- Last-Mile Gen AI enrichment: Turning raw model responses into context-aware, business-ready actions through post-processing and system integration.
- Prompt Management: Treating prompts like code for consistent, predictable outputs.
- Guardrails: Real-time monitoring for hallucinations to protect your brand reputation.
Is your team ready?
From PoC to global scale, we bridge the gap. Let’s build an AI lifecycle that’s built to last.
Daan's Experience
"The insights of experts have proven to be very useful."
With the help of RevoData, our team has significantly improved its knowledge of Databricks; gaining valuable insights from experts has proven to be extremely useful in setting up our datastore for Platforms & Technologies.
