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Data & Cloud

Vector & Search Infrastructure

We choose and operate the right store for your retrieval workload, design indexing and metadata strategies, and tune for recall, latency and cost at tens of millions of embeddings.

What we deliver

Deliverables you can hold us to

  • Store selection with benchmark on your data
  • Indexing, metadata and sync pipelines
  • Hybrid search configuration and tuning
  • Capacity planning and monitoring
Where it fits

Typical situations

  • 01RAG over large corpora
  • 02Semantic search inside your product
  • 03Deduplication and similarity at scale

Part of Data Engineering & Cloud

Pipelines, lakehouses, vector stores and cloud platforms built to scale.

Explore the full offering
How we work

How a typical engagement runs

Scoped up front, shipped weekly, measured against the metric we agreed.

011–2 weeks

Discover

A 60-minute call and a deep-dive sprint that end in a scored opportunity map and a baseline.

021 week

Design

Architecture and stack chosen with a decision matrix and a model bake-off on your data.

034–8 weeks

Build

Weekly releases into your environment with evals, guardrails and traces from sprint one.

042–6 weeks

Scale

Hardening, staged rollout, cost controls and handover so your team runs it.

FAQ

Get the clarity you deserve

Straight answers to the questions we hear most. Ask us anything else on a call.

AWS, Google Cloud and Azure, plus Databricks and Snowflake on top of them. We also run on-premise and hybrid setups where required.

Let's build intelligent systems that drive growth

Tachyon is the engineering partner for teams that need AI in production, not in a deck. Start with a free 60-minute discovery call.

Contact

Talk to experts about your product idea

Every great partnership begins with a conversation. Whether you are exploring possibilities or ready to scale, tell us what you are actually trying to build.

Prefer to talk?

Pick a 60-minute slot. No pitch, just an engineer with honest answers.

Book a call

NDA available on request. We reply within one business day.