Capability
QA, Testing & Agent Validation
Every change is tested before it reaches production — code, prompts and models alike. For an agent, the evaluation suite is the change control.
What we build
- Automated UI & API test suites
- LLM output validation (safety, consistency, hallucinations)
- Agent evaluation sets — a fixed, versioned set of cases every prompt, model or tool change must pass before promotion
- Deterministic output gates and second-model judging for automated processes
- Test evidence retained for change-management controls
- Regression protection integrated into CI/CD
- Security-oriented scenarios & exploratory edge-case testing
- Cross-browser and cross-device validation
How we build it
Built in
Fintech-grade QA discipline
Our QA culture was forged in high-risk fintech and blockchain systems where a single regression carries real financial consequences — zero tolerance for regressions, on every release.
Agentic automation at Data Subsystems
Agents, the orchestration that runs them, and the controls that make them auditable.
Flagship capability
Agentic Automation & Orchestration
AI agents that do real work, coordinated with your systems, automations and people — durable, observable, human-in-the-loop.
How we build agents →Flagship capability
Controls-Ready Automation · SOX, ITGC & ITAC
Engineered against IT general controls, with application controls and an evidence trail built into every workflow.
How we make it auditable →New
Agentic Solution Accelerators
Reusable building blocks extracted from systems we built and operate — a first automated process live in weeks.
See the accelerators →Have something that needs to ship?
Tell us what you're building. We'll tell you how we'd build it — and what it'll take.