You always know the price. You always know where your data is.
A new model drops every week. We test the releases and put what holds up on your box, so your teams do not have to watch the field.
One box, two ways to work
A private code agent for software you inherited.
It reads the codebase inside your own environment: answers with citations, documentation that stays current, incident traces and migrations. Nothing ever leaves your network.
Agents built around the work that never fitted a system.
Budget proposals, production planning, project planning. Built on your processes, with your rules and your approvals, by engineers who stay after go-live.
Open models caught up, and on the hardest test they lead
On SWE-bench Pro, the harder and less saturated of the two public coding benchmarks, GLM-5.2 scores 62.1 and GPT-5.5 scores 58.6. Four of the five models above the closed frontier are ones you can download and run yourself.
Large enterprises are moving fast
Company reports and press coverage, 2025 to 2026.
Where it runs
Security you can verify
The AI management system is certified to ISO/IEC 42001:2023, information security to ISO/IEC 27001, and SOC 2 Type II covers all five trust principles. A CERT-In empanelled auditor runs penetration tests every year.