Operational automation, regulated platforms, multi-tenant systems, integration glue. Built for the third year, not just the demo.
An engineering firm, not an agency. We write production code, own the architecture, and stay accountable to the system after it ships.
Engagements run sixty days to multi-year. Operators with budgets, obligations, and a roadmap that has to ship.
Edgemirai is tool-agnostic. The work fits one of five shapes. We name the shape before we touch a keyboard.
Workflow handoffs, customer correspondence, RMA tracking, the weekly export-and-paste your team has stopped questioning. Replace manual paths with systems that move on their own.
Multi-tenant systems, real-time backends, audited services. Built from the schema up to deployment. Designed to survive scale and onboarding new engineers.
OAuth flows, webhook handlers, agent orchestration. The connective tissue between new tools and the systems already running — including LLM agents, MCP servers, and browser extensions. Resumes, retries, idempotency, observability included.
HIPAA-grade builds with SOC 2-mapped controls. Encryption at rest, audit-event tables on retention shapes, scoped IAM, security gates in CI. Built for what an auditor reads on paper, not what shows in the demo.
Written architecture before the first commit. IaC on AWS, GCP, or Azure. Observability wired before launch. Runbooks your engineers will actually read.
Graph RAG over a Postgres + pgvector backend. OAuth integrations across Google, Wealthbox, Orion, Recall. Streaming SSE uploads with structured logging. Built on top of an existing platform.
| Architecture | Graph RAG · Postgres + pgvector |
| Auth | OAuth · Google, Wealthbox, Orion, Recall |
| Streaming | SSE uploads, structured logs |
| Posture | Layered onto an existing product |
Four stages. The first week earns the second. The first month earns the year.
Engagements typically run 8 to 24 weeks. Multi-year for the systems we stay on call for.
Sit with the operating reality. The tools in use, the constraints that aren't optional, the parts that hurt. We leave with a written read of the system and the decisions that matter.
A written architecture before code. Scope, interfaces, assumptions, failure modes. Compliance and operational posture named, not implied. Short enough to read in one sitting, specific enough to build from.
Production from the first commit. Migrations, monitoring, logs, access controls land alongside features. The system is operable from the first deploy, not the last.
Documentation, runbooks, on-call posture, a working local setup. Your engineers own the system on the day we leave. We stay reachable; we don't stay resident.