Redshift
SQL Server
Oracle
Presto
StarRocks
HyperQuery™'s ASTRO™ inference engine rewrites your SQL with syntactically correct PerfectSQL™ — achieving 100s to 1,000s× performance gains with guaranteed accuracy. 100% SQL-aware, 100% self-contained. No LLM. No guessing. No hallucinations.
SELECT u.user_id, u.email, ISNULL(p.total, 0) AS total, CONVERT(VARCHAR, u.created_at, 101) AS dt FROM users u LEFT JOIN payments p ON u.user_id = p.user_id WHERE u.active = 1 AND u.created_at > DATEADD( day, -30, GETDATE())
SELECT u.user_id, u.email, COALESCE(p.total, 0) AS total, TO_CHAR(u.created_at, 'MM/DD/YYYY') AS dt FROM users AS u LEFT JOIN payments AS p ON u.user_id = p.user_id WHERE u.active = TRUE AND u.created_at > DATEADD('day', -30, CURRENT_TIMESTAMP())
All databases, data warehouses, and data lakes will inevitably suffer poor query performance when constantly fed badly coded SQL — inefficiently written, poorly executing queries.
Before your troubleshooting even isolates the problem, HyperQuery™ has already rewritten that problem query with syntactically correct PerfectSQL™ and best cost-optimized execution efficiency for optimal execution plan decisioning.
HyperQuery™ delivers 100s to 1,000s X performance gains. You simply can't optimize it better, faster, or at lower cost yourself. It's not just faster — it's categorically superior.
HyperQuery™ rewrites are grounded in relational algebra and relational calculus — the formal mathematical foundations of SQL itself. Every SQL transformation and performance optimization is deterministic and verifiable via mathematical proof.
Not all AI is created equal — purpose-built inferencing built upon proven mathematics beats general-purpose LLM guesswork — and hallucinations — every time.
Simpler… Better… Faster… No other solution delivers query rewrite performance optimization more accurately, more efficiently, or more cost-effectively than HyperQuery™.
Large language models are trained on internet text — not SQL semantics. HyperQuery™'s mathematics-based inferencing beats public LLM hallucinations every time.
HyperQuery™'s ASTRO™ engine — proprietary, purpose-built, 100% self-contained — applies long-proven mathematics-based inferencing grounded in relational algebra and relational calculus to deliver guaranteed results verifiable by mathematical proof, beating public LLM hallucinations every time.
Paste your query, choose your dialect, press rewrite. No setup, no prompt engineering, no trial and error.
PerfectSQL™ output with best cost-optimized execution efficiency — syntactically correct, semantically preserved, production-ready.
Before your tedious troubleshooting isolates the problem, HyperQuery™ has completed optimization and delivered the answer.
Built for DBAs, developers, business users, and data professionals — whether optimizing on a single platform or bridging/migrating between SQL platforms — where accuracy, efficiency, and performance are non-negotiable.
Instantly rewrite queries between 17 SQL dialects — any-to-any, in any combination, instantly with precision.
Not a language model. HyperQuery™'s proprietary ASTRO™ engine is 100% SQL-aware and self-contained — no outside LLM calls. Grounded in relational algebra and relational calculus, producing transformations verifiable via mathematical proof.
Rewrites optimize for execution plan efficiency — delivering 100s to 1,000s× query performance gains versus poorly optimized SQL.
NULL handling, type coercions, date arithmetic, aggregation semantics — every transformation preserves the exact meaning and logic of your original query.
If HyperQuery™ cannot optimize a given query, we'll let you know immediately — at no charge. Otherwise, it's $199 per optimized query. No subscription, no monthly fees, no minimum commitment.
Your queries are never stored or logged. Processing happens in-memory and is discarded immediately after the rewrite response.
Underpinning HyperQuery™ is ASTRO™ (Autonomic SQL Transformation and Query Rewrite Optimization), our patent-pending proprietary purpose-built, 100% SQL-aware, 100% self-contained (no outside public LLM calls) inference engine comprised of 100s of powerful analysis, inferencing, deduction, pattern matching, forward chaining, logic reduction, anti-SQL pattern algorithms — and an ever-expanding "rules" library — that executes in a precision autonomic transform/optimize/perform flywheel delivering instant, accurate, and trusted query rewrites by applying — "firing" — the precise number of rules needed, whether 5, or 23, or 57, or 100, to fully optimize a given query.
Drop in any SELECT statement. Complex queries with JOINs, CTEs, subqueries, and window functions are fully supported.
Select your source platform and your target platform. Choose from 17 major database dialects.
Click Rewrite. If a rewrite is identified, approve the $199 charge and receive your performance-optimized, proof-verifiable output instantly.
Pay-as-you-go, per query simplicity – No subscription. No commitment. No lock-in. Pay only when a rewrite is identified and optimized.
Every query rewrite is a production risk when using a general-purpose LLM. HyperQuery™'s proven inference engine gives you the speed, accuracy, and mathematical certainty that public AI simply cannot match.