Company

We think the optimizer shouldn't have to see your worst queries.

QIKR, Inc. builds infrastructure that makes existing PostgreSQL deployments faster without asking anyone to change how they write SQL.

Architectural data center corridor with warm wooden tones and glass-panel server racks

Why we built this

The fix already exists. It just needs to run automatically.

Every known SQL anti-pattern already has a known correct rewrite — engineers rediscover the same fixes in code review, in postmortems, in Slack threads, over and over. HyperQuery/PG is that catalog of fixes, running automatically, inside Postgres, before any of those queries reach production traffic.

Abstract geometric digital shapes glowing in deep space — visualising the precise mathematical structure of rewrite rules
Every rewrite rule rests on a formal equivalence proof — not just empirical testing

What we believe

Three things we won't compromise on

Correctness first

A rewrite ships only when it's proven equivalent — same rows, same order. Speed is the result, not the requirement.

Invisible by design

No application changes, no new SQL dialect, no migration. If you can run CREATE EXTENSION, you can run HyperQuery/PG.

Explainable

Every rewrite is logged: which rule fired, on which query, and what changed. Nothing happens silently.

Worm's eye view of a data center ceiling with symmetrical server infrastructure receding upward
Infrastructure-first thinking — building from the lowest layer up

Team

Built by people who've paged themselves over this exact problem.

HyperQuery/PG is built by a small team with backgrounds in PostgreSQL internals, query optimization, and large-scale database reliability — the kind of team that's rewritten the same NOT IN clause by hand more times than anyone wants to admit.

Want to talk to the team?

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