AI operations software

OpsLens turns private infrastructure into an AI-aware control layer.

VAC Inc is building practical agentic systems for operators who manage real machines: home labs, automation stacks, cameras, alerts, GPUs, 3D printers, and edge devices.

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Applied AI Agent workflows tied to live systems, sensors, alerts, and operator context.
Developer-led Built by systems engineers for hands-on technical environments.
Prototype stage Focused on utility-first AI interfaces for private infrastructure.
AI operations interface concept in a technical lab environment

Built for the work between dashboards and decisions.

OpsLens connects monitoring, automation, notifications, and AI assistants into one operational surface so technical users can understand what changed, what matters, and what action is available.

Ambient status

Summarize infrastructure, cameras, automations, and device state into glanceable operational context.

  • Monitoring signals
  • Home Assistant events
  • Service and device health

Contextual alerts

Route noisy notifications through an AI layer that understands urgency, location, workflow, and available actions.

  • Alert triage
  • Operator summaries
  • Suggested next steps

Hands-on troubleshooting

Pair live system context with multimodal assistants for hardware, lab, and workshop tasks.

  • Log-aware guidance
  • Repair workflows
  • Spatial and mobile interfaces
Command layer concept showing AI operations controls

Why accelerated AI matters here.

The long-term product direction depends on fast local inference, multimodal models, retrieval over operational state, and real-time decision support at the edge.

Local and private AI Designed around private infrastructure where sensitive logs, cameras, and automation state should not default to public SaaS.
Multimodal operator assistance Vision, text, alerts, telemetry, and workflow context become one assistant surface.
GPU-backed development Model serving, evaluation, and agent testing benefit directly from NVIDIA hardware and software ecosystems.

Initial use cases.

VAC Inc is starting where the feedback loop is fastest: real operational environments with actual machines, alerts, cameras, and humans making decisions.

AI lab operations Track model hosts, GPU boxes, services, alerts, and health signals in one AI-assisted view.
Automation command layer Turn smart-home and lab automation state into useful summaries and controlled actions.
Workshop overlays Support repair, 3D printing, and hands-on technical workflows with context-aware guidance.
Workshop overlay concept for AI-assisted technical workflows

Contact

For partnerships, early access, or program review: VAC Inc, Marlborough, Massachusetts.

vac@vacinc.us