Starting with SQL.
AI agents often express the same computation in many different ways. Synroi identifies equivalent computations before execution.
Multiple SQL queries arrive from different LLMs, agents, or users.
Synroi recognizes when queries compute the same result — even when they look completely different.
The first query runs against the database. Every equivalent query after it does not.
Subsequent equivalent queries return instantly from semantic cache.
Different expressions of the same computation receive the same identity. This is not string matching — it is structural analysis of what the computation does.
A drop-in gateway that sits between your applications and your database. Semantic caching, deduplication, and audit — with no code changes required.
Synroi runs entirely inside your infrastructure. Offline by default. No outbound connections. Your queries, your schemas, your data — they never leave.
These are not merely formatted differently. The predicates are written in different orders and some comparisons are reversed. Synroi identifies them as the same computation.
Enter a query, execute it, then try a variation. Same computation? Same identity. Served from cache.
5 frontier LLMs were given 327 identical analytics tasks. Every valid query was processed. Every malformed output was safely rejected.
The 2 malformed queries were hallucinated LLM outputs containing invalid syntax — not valid SQL. Synroi correctly processes all valid SQL and safely rejects malformed AI output.
Every deployment option runs offline by default. No data leaves your environment.
Single container with SQLite backend. No dependencies. Run it, send a query, see identity and caching in action.
Full Kubernetes deployment with PostgreSQL, NetworkPolicy, PodDisruptionBudget, and Grafana dashboards included.
Offline license verification. Zero outbound connections. Verify with tcpdump. Designed for regulated environments.
No license server. No data collection. No phone-home. If you later choose to participate in Federated Insights for anonymous industry benchmarks, that is entirely optional and exists to benefit your deployment.
The gateway makes zero outbound network connections. No DNS lookups. No HTTPS calls. No reporting endpoints. Verify with tcpdump.
Your SQL, your schemas, your results, your cache, your computation identities. Synroi owns the software and algorithms. That's it.
Only proven-safe equivalences are applied. When in doubt, Synroi treats queries as different. Safety over aggressiveness.
Run with --net=none. Inspect the binary dependencies. strace the process. Every claim is verifiable.