R&D lab · Patent-backed systems

Built to solve what off-the-shelf can't.

From medical imaging to AI inference, we design the algorithm most teams end up working around, then measure exactly how much better it makes the result.

SHARD Gateway · real GPU evidence

Proven on real hardware, not projections.

Every number below is from a real, repeatable GCP run against a real vLLM instance.

30.5×

Peak SLO-goodput improvement under aggressive overload, real GCP run

0

Real CUDA out-of-memory crashes found, across every phase and model tested

30/30

Idle-phase response checks matched baseline vLLM byte-for-byte, across all models

2026-07-21

Date of the latest full, repeatable evidence run, real hardware, no simulation

See the full evidence
What we can build for you

Pick a lane, or ask us anything.

Every card below opens a quote request pre-filled for that kind of work. Edit it before it sends, or start from scratch.

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SHARD Gateway
SHARD Context
1.83M ops/s

Peak throughput measured under concurrent load, up from 54.8k ops/s single-threaded

47,161

Endoscopy frames processed in a single real evaluation run, on a public clinical dataset

6

Patent-backed products built from original algorithms and data structures

0

Simulated results. Every number we publish comes from a real, executed run

Research

What we solved. How much it moved the number.

No simulated benchmarks, no back-of-envelope estimates. Real runs, on real hardware and real data.

All research
Products

Patent-backed research, packaged into things you can deploy.

Every product below solves a specific, named problem, and we can tell you exactly how much better the result is.

AI infrastructure

SHARD Gateway

A reverse proxy that sits in front of vLLM and makes a real admission decision before a request reaches the GPU.

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AI infrastructure

Solipher SHARD Context

Shrinks what you send to an LLM without losing the facts that have to be exactly right.

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AI infrastructure

Solipher SHARD CodeContext

Compiles the smallest slice of your repository a coding task actually needs, under a hard token budget.

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Have a hard systems problem that needs solving?

Whether it's a triage pipeline, an ERP rollout, or a performance ceiling you can't engineer around, tell us what you're building and we'll tell you honestly whether we're a fit.