Why InSkill

Advanced Reasoning & Agentic Architecture

You need more than a model for AI to work for industrial machines. The InSkill platform uses multi-agent intelligence and contextual awareness, enabling copilots to reason, act, and respond with precision.

InSkill augments LLM with agentic architecture, IoT data, Service History, Expert KNow-How, complex components, and more

Expertise is Aggregated

These knowledge sources are unified to power one intelligent copilot.

Machine Components

Copilots integrate detailed component-level insights for complex components. 

OEM Knowledge

Deep knowledge from manufacturers including manuals, service bulletins, FAQs, and engineering guides.

Industrial Site Expertise

Site-specific expertise from real-world installations, configurations, and operating environments.

Contextual Request Framing

Before responding, copilots build a contextual frame around each question.

Understand asset data, site conditions, and conversation history.

“What’s the alarm A402 on Pump 6?” becomes an answer specific to that pump’s history and state—not just a manual lookup.

InSkill AI creates context with asset data, history, site information, and current device state.

Multi-Agent Reasoning Engine

InSkill AI engine combines LLM with intelligent agents.

Agents are called on-demand, based on the nature of the request.

Built-In Agents

Acts as a grounding layer to keep the reasoning aligned with reality and verified data.

Dynamic Agents

Custom extensions to connect to external systems, processes, or workflows.

From Question to Answer

Copilots are constantly learning.

Expertise flows down. Analytics and feedback flow up.

InSkill ai reinforces learning with user feedback

InSkill copilots capture what’s working, what’s missing, and what users are asking for.

This data is used to improve answers, add missing knowledge, and prioritize content development.

Easily Integrate InSkill Copilots with Key Business Systems

The InSkill platform includes built in support for leading business solutions allowing you to seamlessly integrate copilots into your organization’s existing workflows.

Bringing InSkill copilot access to support engineers and help desk workers.

InSkill AI is empowered thanks to deep integrations with Microsoft technologies.

Bridge the gap between AI, field service, and help desk.

InSkill’s dynamic agents make adding custom extensions easy

Easily Embed Complex Components

InSkill copilots are able to be extended to contain information about subsystems, intelligent components, or complex parts. This empowers technicians and operators in new ways with insights into the many complex components that make up industrial equipment.

Create copilots for smart components within machines including pumps and motors