R&D

    Research with a release date in mind

    AI, infrastructure, and domain work—filtered by whether it speeds delivery, reduces risk, or cuts run cost for the teams we serve.

    AI Research

    12 active

    Foundation models, reinforcement learning, and applied ML for enterprise automation and decision support systems.

    Fintech Research

    8 active

    On-chain and off-chain payment flows, fraud detection, and routing tuned for thin-margin corridors.

    Healthcare Tech

    6 active

    AI-assisted diagnostics, medical imaging analysis, and interoperable health data exchange platforms.

    EdTech Research

    5 active

    Adaptive learning, tutoring workflows, and assessment tooling institutions can run at real enrollment counts.

    Featured Whitepaper

    High-volume LLM inference: patterns we use in production

    How we shard models, batch requests, and route traffic so latency and spend stay predictable as load rises—written from live systems, not theory-only diagrams.

    Research footprint

    Counts below summarize active and recent lab activity across streams—they are program indicators, not a substitute for a bibliography. Ask for specifics on publications, partners, and active initiatives under NDA.

    42+

    Publications & technical writing

    31

    Active & pipeline initiatives

    15

    Collaborating institutions

    Our Approach

    01

    Discovery

    Pick problems where research changes a product decision—not slides. Align with client and domain experts up front.

    02

    Build

    Prototype in environments that mirror production constraints: data access, latency, and compliance.

    03

    Launch & scale

    Measure in the field, harden what works, and hand off with the artifacts engineering needs to own it.