Private models and router
Private inference in your environment. Self-hosted models and a custom proxy/model-router, not a public LLM dump.
Read the consulting primerPrivate AI Services
We deliver private AI that ships—procurement-ready, handoff-first—from early clarity through agentic production.
Whether you need private inference, a custom proxy/model-router, or Microsoft 365 Teams and tenant admin in a regulated shop, we scope architecture, build, and handoff—we do not position ourselves as your day-to-day operator after delivery unless that is explicitly contracted.
What we deliver
Custom AI Solutions
Audit-ready application builds using LangChain, LangGraph, and LangSmith with retrieval, tools, evaluation hooks, and maintainable architecture.
Explore Custom AI SolutionsConsulting
AI-first workflows. Staff off the on-demand desktop onto agents that run the actual job, with a human gate before production. Train-the-trainer.
Read the consulting primerWhy Teams Choose Actvite
- Security-first design - We optimize for stakeholder credibility and survival through security review.
- Handoff-first delivery - We scope, build, document, and transfer ownership; you run what we deliver unless we have a separate, explicit hosting or support agreement.
- Approval gate - A feature request opens a work item. Work happens on a git worktree. Merge to main is a pull request.
Ready to start?
Start a two-week Discover scoping engagement and map infrastructure, risk boundaries, and delivery milestones.