FOR IMMEDIATE RELEASE
lesspoo Launches Custom Search and RAG Engagement for Teams Whose Corpus Is Worth Searching Well
A focused engagement that delivers curated sources, a continuously-fed evaluation harness, and ranking the team can reason about, in place of off-the-shelf systems that surface low-quality content alongside the answer.
May 5, 2026. lesspoo today announced the public launch of its custom search and retrieval-augmented-generation engagement at lesspoo.com. The service is built for teams who have stood up an internal or external search system and discovered that the results are flooded with low-quality content, AI-generated rephrases, stale documents, or simply the wrong answer dressed up confidently.
The engagement is structured around the idea that the corpus is the system. The lesspoo team works with the customer to identify the documents, code, and other content the system is searching, establishes provenance and recency for each chunk, removes content that is wrong or derivative, and flags content that requires a verification step before being cited. The result is a system in which the top result is from a source the customer would cite by name, not from a document that has not been reviewed in three years.
"The customers we work with usually have the engineering side under control," a representative of lesspoo said. "They have a vector database, an embedding pipeline, and a retrieval layer. The thing they did not budget for is the work to read their own corpus, and that work turns out to be most of the difference between a search system that helps and one that quietly produces wrong answers."
lesspoo also delivers an evaluation harness designed to survive past launch. The harness samples real production queries continuously, scores results across retrieval correctness, source quality, factual accuracy, latency, and cost, and surfaces regressions to a designated owner with an explicit fix or accept loop. The intent is that the team running the system can keep it healthy for years rather than watching it degrade in the months after launch.
The engagement lands as code, indexes, eval data, and runbooks in the customer's repository. lesspoo does not host the system, does not lock the team into a platform, and does not retain access to customer data after the engagement ends. The work is the kind a senior engineering team would do for itself if it had the time and the established patterns, delivered as a focused outside engagement.
The service is available immediately. lesspoo accepts inquiries from engineering leaders running internal search or RAG systems whose results are not what their users need.
About lesspoo
lesspoo runs custom search and RAG engagements for teams whose corpus is worth searching well. The work focuses on corpus curation, evaluation infrastructure, and ranking that is reproducible and explainable. The result is search that returns what the user actually wanted, with provenance, and stays that way as the corpus evolves.
Contact
For inquiries, visit lesspoo.com and use the contact form on the homepage.
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