Engagements

Retrieval engineering for systems that can't afford to fail.

Searchplex helps teams through three kinds of engagement: search modernization, migration to a stronger retrieval foundation, and focused AI-native builds. Most serious work starts with an audit.

Start with an audit
What we do

Retrieval engineering for systems that can't afford to fail.

We work at the intersection of retrieval architecture, relevance engineering, ranking systems, and business value. Whether you are building from zero or replacing a system that has become a bottleneck, we stay close through architecture, implementation, and production delivery.

01

Agentic & AI-Native Retrieval

AI agents and generative AI applications are only as reliable as the retrieval layer they operate on. We design the retrieval foundation that makes AI trustworthy in production.

GreenfieldHybrid retrievalVector searchRankingProduction
02

Search Modernization

Migrate from legacy, keyword-first, or fragmented stacks to AI-native retrieval architectures. Remove bottlenecks, reduce operational drag, and build a foundation fit for your AI roadmap.

MigrationLegacy replacementStack consolidationAI readiness
03

Relevance & Revenue

Improve retrieval quality, ranking precision, and evaluation discipline in systems already in production. Connect retrieval changes directly to conversion, throughput, and containment metrics.

RelevanceRanking systemsEvaluationBusiness KPIs
The retrieval problem in AI

Every AI interface faces the same question.

A search interface
A customer support assistant
A domain expert copilot
An AI agent workflow

AI teams are learning this the hard way. A larger context window doesn't fix a broken retrieval layer.

Copilots hallucinate when retrieval is imprecise. Agents fail when the information they act on is incomplete, stale, or mis-ranked.

Whether it's search, RAG systems, copilots, or autonomous agents, they all depend on the same foundation: reliable retrieval and accurate ranking at production scale.

Can the system retrieve the right information and rank it correctly — in production, at scale?

Start here

Need the right engagement, not vague consulting?

If you are deciding whether to modernize, migrate, or build something new, Searchplex can help you choose the right path and take it forward.

Start with an audit