service
Data Infrastructure
Get your data and systems ready for retrieval, embeddings, and agent workloads.
Lay steady rails for retrieval, embeddings, and agents with observability built in.
signals
What we watch
- Legacy pipelines cannot serve vector search or streaming features.
- Spiky model traffic overwhelms current infra and budgets.
- No unified observability for prompts, traces, and data quality.
deliverables
What you get
- Target architecture for data, vector search, and inference paths.
- Migration plan that reuses existing investments.
- IaC patterns for queues, caches, and workers tuned for AI.
next
Ready to explore this engagement?
Tell us about your stack, constraints, and outcomes. We'll respond with a short path forward.
Contact Codistry