Services
We work where real files, AI-assisted review, APIs, and infrastructure reliability meet. Access is provisioned per engagement and shared in private workspaces only — there is no public sign-up.
Each engagement combines a few of these; none of them are sold as self-service.
We build and operate backend services, queues, and worker fleets, and we keep them running. Deploys are documented, repeatable, and reversible.
We run document and data pipelines — OCR, structured extraction, model evaluation, and artifact generation. Each stage emits inspectable artifacts.
Every project runs inside a workspace-scoped boundary with isolation per project and per environment. Private access only — nothing here is self-service.
We handle bulk intake and delivery: upload manifests, validation, previews, and packaged export bundles. Inputs are checked before processing.
We instrument what we run: health checks, structured logs, and synthetic probes that exercise critical paths on a schedule, with written runbooks.
We expose versioned endpoints, deliver webhooks, and connect internal tools to upstream and downstream systems. Contracts are stable and versioned.
How access works in practice.
We onboard named collaborators for the duration of an engagement and scope what they can see to the project at hand.
Membership is tied to active projects. Access is reviewed during the engagement and removed when work concludes.
Each project gets explicit retention windows for uploads, artifacts, and exports, enforced by scheduled cleanup.
The things teams ask before a first conversation.
Access is provisioned per engagement, not through public sign-up. Once a project is active, named collaborators are added to a private workspace scoped to that project. There is no general-access tier and no self-service entry point.
The work is data-heavy by nature. Uploads bring in source material, pipelines produce artifacts and previews, exports package and ship results, and continuous monitoring — health checks, synthetic probes, API checks — runs around the clock. Together these account for the bulk of sustained traffic, even outside business hours.
Material lives inside workspace-scoped boundaries with isolation per project and environment. Transport is over HTTPS, access is limited to named members of an active engagement, and we keep only the data a project needs. Real credentials and project materials are never published on this site.
It starts with a scoped problem and real inputs, not a generic roadmap. We prove the hard part first, integrate it into versioned services with monitoring and runbooks, and hand off an operable system with the procedures to run it.