Agent design & architecture
We map the discrete decisions a workflow makes, then design stateful agents, typed tool schemas, and control flow around them — never relying on unconstrained prompts.
Explore →velocity designs, builds, and operates production-grade agentic applications — the kind that take real actions, hold up under scrutiny, and don't fall over at scale.
Your cloud, your data · scale-to-zero by design · an audit trail on every action
We do both. velocity owns the full arc — from the first architecture decision to the system that's still answering reliably a year later.
We map the discrete decisions a workflow makes, then design stateful agents, typed tool schemas, and control flow around them — never relying on unconstrained prompts.
Explore →Agents wired into your real systems — transactional databases, APIs, and human review queues — using Google ADK and Gemini on Vertex AI, shipped as cleanly versioned, owned code.
Explore →Every tool call passes deterministic schema checks, prompt injection filters, and policy rules. We benchmark accuracy prior to release and trace confidence in real time.
Explore →Hosted on Google Cloud Run with scale-to-zero defaults: zero idle costs when inactive, instant concurrency on demand. You pay only for live execution, never for standing compute.
Explore →End-to-end OpenTelemetry distributed tracing into Google Cloud Trace and BigQuery. Every model invocation, tool input/output, latency, and exact token cost is auditable.
Explore →Keyless CI/CD via Workload Identity Federation pinned to your specific repository, client VPC isolation, and zero customer data retained for upstream LLM training.
Explore →No handoff between the people who recommend and the people who deliver. From initial scope to the final production operation gate, one engineering team owns the outcome.
We find the decision worth automating and define what “good” means in numbers.
Agents, tools, data paths, and guardrails — designed before a line of code is written.
Implemented on ADK and Vertex AI, integrated with your systems, shipped as code you own.
Measured against the scope's targets, with guardrails and an audit trail on every action.
Deployed, monitored, and tuned — we stay long enough to prove it holds.
If it has to be fast, has to be right, and has to keep working — that's the work we're built for.