We deploy AI into production
inside your perimeter.
Embedded engineers ship production AI inside your own isolated environment. Private. Compliant. Built to scale.
AI engineering across your full software lifecycle.
Codebase intelligence
Architecture maps, dependency graphs, risk scoring.
Legacy modernization
Test-backed, incremental upgrades of aging systems.
AI-assisted delivery
Features shipped with reviewable, traceable AI diffs.
Custom agents
Governed agents for review, triage and ops.
Document parsing
Technical and compliance docs to auditable knowledge.
Production deployment
Stable, compliant rollout, prototype to scale.
// in production
Real systems, deployed and running.
One platform is live in production today; the others show the same delivery model applied to high-compliance industries. Every interface ships inside the client's own environment.
XMAN BI
LIVE IN PRODUCTIONInternet & technology
Intelligent ad-delivery & BI platform
Fragmented manual ad-operations consolidated into one production console — live and used daily.
admin.joinaws.xyzFrom prototype to production scale.
Why CTOs trust us
Delivery, governance and ownership — inside your environment.
Runs in your environment
All workloads stay in your isolated infrastructure.
Zero training on your data
No confidential data or code used for training.
Embedded, not outsourced
Engineers work inside your codebase and workflow.
Full audit trail
Every agent action and change is logged.
Human-in-the-loop
Review gates on every consequential change.
You own everything
Code, agents and artifacts delivered to you.
Built for high-compliance industries.
We serve organizations where data security, privacy and production stability are non-negotiable.
Finance
Internet & technology
Legal & compliance
Healthcare & life sciences
Bring AI safely into production.
Start with a scoped one-week pilot inside your environment. You keep every artifact. No data leaves your perimeter.