XiLab is our R&D arm. We build and test the agents, tooling and patterns behind 72-hour delivery — then put them to work in client projects and new ventures.
Every track has one test: does it make real products faster, safer or smarter?
Multi-agent systems that plan, code, test and integrate in parallel — with human checkpoints built in.
A human sets the intent, AI explores the variations, and the best experience is refined and shipped.
Guardrails, review automation and threat checks for AI-written code and AI-powered features.
Natural, low-latency voice agents with memory, for calls that feel human and get things done.
Five instruments from real XiLab work, running as live simulations. Client names stay private. The engineering doesn’t.
Swipe or scroll to explore the diagram →
WHAT WE BUILTGateway-agnostic routing · idempotent retries · webhook reconciliation · anomaly alerts
WHAT WE BUILTReal conversation datasets · live provider pricing · cache & batch modelling · p50/p90 spend per user
WHAT WE BUILTSpan-level tracing · cost per request · guardrail checks · automatic retry on tool failure
WHAT WE BUILTSpecies-aware dosing · interaction & withdrawal checks · cited clinic protocols · the vet signs off
WHAT WE BUILTCommit-to-changelog summaries · risk scoring · audit trail · published automatically
Simulated values for illustration. Pricing and discounts are illustrative assumptions, not current provider quotes.
We test new models, agents and patterns on real problems.
What works becomes part of our internal pipeline.
Every sprint gets faster and safer because of it.
The strongest ideas become products. See Venture →
Five specialised agents, built in XiLab, do the heavy lifting in every build. A senior engineer reviews everything they produce.
Turns scope into requirements and plans the build.
Drafts system architecture and data models for human review.
Generates and iterates interface designs and front-end code.
Connects APIs, data sources and third-party systems.
Runs QA, watches releases and flags issues early.
Innovation labs and joint R&D on problems too new for off-the-shelf tools.
Technology transfer that takes promising research to a working product.
Early access to XiLab tooling for ventures building at the frontier.
Tell us the problem you can’t solve with today’s tools. We’ll tell you what XiLab can do about it.