What we do

Agent Systems

Multi-agent orchestration, MCP servers, and tool-use pipelines that run autonomously in production.

Cloud Infrastructure

Multi-region deployments on GCP and AWS with observability, auto-scaling, and zero-downtime releases.

Applied AI

Domain-specific AI products — from legal citation verification to search routing — shipped to real users.

02Why this matters

The problem we see

AI agents are moving from prototypes to production workloads. Teams need infrastructure that handles routing, auth, billing, and observability out of the box — not another wrapper around a chat API. We build that infrastructure layer.

03Traction

4
Production Systems
2
Cloud Platforms
6M+
Records Processed

04Capabilities

What we deliver

End-to-End AI System Delivery

From agent design and prompt engineering to production deployment — we take AI systems from prototype to reliable, monitored infrastructure.

Multi-Region Cloud Operations

Production workloads on GCP and AWS with zero-downtime releases, observability, and auto-scaling built in from day one.

Search & Retrieval Infrastructure

Hybrid search systems combining semantic and keyword retrieval, unified behind a single API with auth, billing, and analytics.

05Recent activity

2026-07BriefVerify passes 6M+ parenthetical classification milestone
2026-06Inferway multi-region routing deployed — sub-150ms TTFT across regions
2026-05SearchRoute Python SDK released for agent workflow integration
2026-04nowdocs v1.0 published — local MCP server with hybrid search