{"id":13994,"date":"2026-07-31T13:24:59","date_gmt":"2026-07-31T20:24:59","guid":{"rendered":"https:\/\/inskill.ai\/?page_id=13994"},"modified":"2026-08-07T12:21:12","modified_gmt":"2026-08-07T19:21:12","slug":"architecture","status":"publish","type":"page","link":"https:\/\/inskill.ai\/pt\/platform-overview\/architecture\/","title":{"rendered":"Arquitetura"},"content":{"rendered":"\t\t
\n\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Architecture<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Platform Designed for Industrial Complexity<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Every InSkill copilot has configurable behavior. You can utilize agents, customize prompts, execute scripts in workflows, and control context engineering. InSkill includes a full public API and MCP server so you can access InSkill agents from anywhere. Here is how it’s built.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
The Concentric Model<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t

InSkill Agentic AI Engine<\/h2>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t01<\/span>\n\t\t\t\t\t\t\t\t\t\t\tCore<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t
The engine core is the equipment-aware data model everything else stands on. It includes your Products, Resources, Tasks, Solutions, Data Dictionary, Assets, Users, Customers, Suppliers, and a full suite of Analytics.<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t02<\/span>\n\t\t\t\t\t\t\t\t\t\t\tTools<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t
Used in the act of answering: GPT Actions, spreadsheet processing, third-party MCP servers, integrations, and more. Tools agents enable you to reach live systems mid-answer.<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t03<\/span>\n\t\t\t\t\t\t\t\t\t\t\tAPIs<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t
InSkill provides a full public API to all aspects within the platform. Use it to Create Expertise, access Analytics, User Management, initiate GPT Interaction, run guided tasks and procedures, and more.<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t04<\/span>\n\t\t\t\t\t\t\t\t\t\t\tConnectors<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t
MCP Server and Claude Connector; the public REST API supports direct integration into any system.<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t05<\/span>\n\t\t\t\t\t\t\t\t\t\t\tSkills<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t
InSkill provides a suite of skills to facilitate SPARK deployment. These include Resource Identifier, Resource Uploader, Task Creator, Solution Uploader, Asset Creator, Summary Creator and many more<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t06<\/span>\n\t\t\t\t\t\t\t\t\t\t\tAgents<\/span>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t
Easily augment the InSkill platform by deploying custom agents including Email Auto-Answer, Voice Auto-Answer, WhatsApp Auto-Answer, Content Ingestion.<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Thats InSkill<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Everything above ships as a single copilot, customized to your organization, your product, your individual asset. Deploy it across your ecosystem.<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
Core<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
Tools<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
APIs<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
Connectors<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
Skills<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
Agents<\/div>\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t
Scroll to explore the platform<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

InSkill AI Engine<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

How an answer is produced<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Contextual Request Framing<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Before responding, the copilot builds a context. This includes structured prompts, role-based personalization, asset and site context, custom scripting, and more.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Multi-Agent Reasoning<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

This includes built-in agents (manuals\/video, solutions, tasks, parts) plus dynamic agents (time series, scripted, MCP). Agents are activated per request type<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Grounding & Guardrails<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Answers trace to approved sources. InSkill includes hallucination guardrails. All validated procedures carry safety gates. All expertise is role based.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Get Smarter WIth Every Question<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

The Learning Loop<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Questions, ratings, and corrections flow up to the InSkill AI Engine. Refined expertise flows down to the field. InSkill identifies gaps in expertise and worker training. This includes surfacing the most-asked questions and unknown procedures.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t
<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t
InSkill Expertise Layer<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Curated, Versioned, Asset Aware<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t
The Field<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Technicians, Operators, Service Teams, Support<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t
\n\t\t\t\t\t\t
\u2191 Flows up<\/div>\n\t\t\t\t\t\t
Questions
Ratings
Corrections<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t
\n\t\t\t\t\t\t
\u2193 Flows down<\/div>\n\t\t\t\t\t\t
Refined Answers
Updated Info
New Solutions<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\tManagement view<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
Most-asked questions<\/div>\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t"Spindle drive fault E-341 reset"<\/span>\n\t\t\t\t\t\t\t\t\t128\u00d7<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t"Torque spec, model 4200 clamp"<\/span>\n\t\t\t\t\t\t\t\t\t96\u00d7<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t"Hydraulic purge sequence"<\/span>\n\t\t\t\t\t\t\t\t\t71\u00d7<\/span>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t
Unknown procedure detected<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t"How do I recalibrate the vision gate?"<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\tNo trusted answer on file<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t→<\/span>\n\t\t\t\t\t\t\tKnowledge Gap Identified<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
InSkill identifies where expertise and worker training fall short <\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t

Bring Your Architect! We'll bring ours<\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tSchedule a Technical Demo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"Badge\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

SOC 2\u00ae Type 2<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"badge\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

GDPR Compliant<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"Badge\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

OCA Certified Platform<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Best AI Copilot Platform<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

EU Article 50 Compliant<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

HIPPA Compliant<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Pentest Grade A<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Regular Ethical Hack Testing<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Role Based Access<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

End to End Encryption<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Audit Ready By Default<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t<\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t<\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t<\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t<\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t
\n\t\t\t
\n\t\t\t<\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

App Store Rating<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Microsoft Partner, Co-Sell Ready<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Salesforce Partner<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\t\t
\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\"\"\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

Accepted International Standard<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t\t
\n\t\t
\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

InSkill is proud to be recognized by leaders across the industrial landscape.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t<\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\tTrust Center<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Architecture Platform Designed for Industrial Complexity Every InSkill copilot has configurable behavior. You can utilize agents, customize prompts, execute scripts in workflows, and control context engineering. InSkill includes a full public API and MCP server so you can access InSkill agents from anywhere. Here is how it’s built. The Concentric Model InSkill Agentic AI Engine […]<\/p>\n","protected":false},"author":22942266,"featured_media":0,"parent":13967,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"content-type":"","_wpcom_ai_launchpad_about_page":false,"_wpcom_ai_launchpad_gallery_page":false,"_wpcom_ai_launchpad_contact_page":false,"_wpcom_ai_launchpad_events_page":false,"_wpcom_ai_launchpad_video_page":false,"_wpcom_ai_launchpad_portfolio_piece":false,"footnotes":""},"class_list":["post-13994","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\nInSkill Architecture: Multi-Agent Reasoning for Industrial Copilots<\/title>\n<meta name=\"description\" content=\"The agentic AI engine behind InSkill is an equipment-aware. InSkill uses multi-agent reasoning with contextual framing, tool use in answers, and a full public API.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/inskill.ai\/pt\/platform-overview\/architecture\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"InSkill Architecture: Multi-Agent Reasoning for Industrial Copilots\" \/>\n<meta property=\"og:description\" content=\"The agentic AI engine behind InSkill is an equipment-aware. InSkill uses multi-agent reasoning with contextual framing, tool use in answers, and a full public API.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/inskill.ai\/pt\/platform-overview\/architecture\/\" \/>\n<meta property=\"og:site_name\" content=\"InSkill\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-07T19:21:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/inskill.ai\/wp-content\/plugins\/inskill-elementor-widgets\/assets\/img\/arch-app-icon.svg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@InSkill_ai\" \/>\n<meta name=\"twitter:label1\" content=\"Est. tempo de leitura\" \/>\n\t<meta name=\"twitter:data1\" content=\"10 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/\",\"url\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/\",\"name\":\"InSkill Architecture: Multi-Agent Reasoning for Industrial Copilots\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/inskill.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/inskill.ai\\\/wp-content\\\/plugins\\\/inskill-elementor-widgets\\\/assets\\\/img\\\/arch-app-icon.svg\",\"datePublished\":\"2026-07-31T20:24:59+00:00\",\"dateModified\":\"2026-08-07T19:21:12+00:00\",\"description\":\"The agentic AI engine behind InSkill is an equipment-aware. InSkill uses multi-agent reasoning with contextual framing, tool use in answers, and a full public API.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/#primaryimage\",\"url\":\"https:\\\/\\\/inskill.ai\\\/wp-content\\\/plugins\\\/inskill-elementor-widgets\\\/assets\\\/img\\\/arch-app-icon.svg\",\"contentUrl\":\"https:\\\/\\\/inskill.ai\\\/wp-content\\\/plugins\\\/inskill-elementor-widgets\\\/assets\\\/img\\\/arch-app-icon.svg\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/architecture\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/inskill.ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Platform Overview\",\"item\":\"https:\\\/\\\/inskill.ai\\\/platform-overview\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Architecture\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/inskill.ai\\\/#website\",\"url\":\"https:\\\/\\\/inskill.ai\\\/\",\"name\":\"InSkill\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/inskill.ai\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/inskill.ai\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/inskill.ai\\\/#organization\",\"name\":\"InSkill\",\"url\":\"https:\\\/\\\/inskill.ai\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\\\/\\\/inskill.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/inskill.ai\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/InSkill.png?fit=1250%2C500&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/inskill.ai\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/InSkill.png?fit=1250%2C500&ssl=1\",\"width\":1250,\"height\":500,\"caption\":\"InSkill\"},\"image\":{\"@id\":\"https:\\\/\\\/inskill.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/InSkill_ai\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/inskill1\\\/\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCybDy9W_pGwBTLeTD57buXg\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"InSkill Architecture: Multi-Agent Reasoning for Industrial Copilots","description":"The agentic AI engine behind InSkill is an equipment-aware. InSkill uses multi-agent reasoning with contextual framing, tool use in answers, and a full public API.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/inskill.ai\/pt\/platform-overview\/architecture\/","og_locale":"pt_BR","og_type":"article","og_title":"InSkill Architecture: Multi-Agent Reasoning for Industrial Copilots","og_description":"The agentic AI engine behind InSkill is an equipment-aware. InSkill uses multi-agent reasoning with contextual framing, tool use in answers, and a full public API.","og_url":"https:\/\/inskill.ai\/pt\/platform-overview\/architecture\/","og_site_name":"InSkill","article_modified_time":"2026-08-07T19:21:12+00:00","og_image":[{"url":"https:\/\/inskill.ai\/wp-content\/plugins\/inskill-elementor-widgets\/assets\/img\/arch-app-icon.svg","type":"","width":"","height":""}],"twitter_card":"summary_large_image","twitter_site":"@InSkill_ai","twitter_misc":{"Est. tempo de leitura":"10 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/inskill.ai\/platform-overview\/architecture\/","url":"https:\/\/inskill.ai\/platform-overview\/architecture\/","name":"InSkill Architecture: Multi-Agent Reasoning for Industrial Copilots","isPartOf":{"@id":"https:\/\/inskill.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/inskill.ai\/platform-overview\/architecture\/#primaryimage"},"image":{"@id":"https:\/\/inskill.ai\/platform-overview\/architecture\/#primaryimage"},"thumbnailUrl":"https:\/\/inskill.ai\/wp-content\/plugins\/inskill-elementor-widgets\/assets\/img\/arch-app-icon.svg","datePublished":"2026-07-31T20:24:59+00:00","dateModified":"2026-08-07T19:21:12+00:00","description":"The agentic AI engine behind InSkill is an equipment-aware. InSkill uses multi-agent reasoning with contextual framing, tool use in answers, and a full public API.","breadcrumb":{"@id":"https:\/\/inskill.ai\/platform-overview\/architecture\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/inskill.ai\/platform-overview\/architecture\/"]}]},{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/inskill.ai\/platform-overview\/architecture\/#primaryimage","url":"https:\/\/inskill.ai\/wp-content\/plugins\/inskill-elementor-widgets\/assets\/img\/arch-app-icon.svg","contentUrl":"https:\/\/inskill.ai\/wp-content\/plugins\/inskill-elementor-widgets\/assets\/img\/arch-app-icon.svg"},{"@type":"BreadcrumbList","@id":"https:\/\/inskill.ai\/platform-overview\/architecture\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/inskill.ai\/"},{"@type":"ListItem","position":2,"name":"Platform Overview","item":"https:\/\/inskill.ai\/platform-overview\/"},{"@type":"ListItem","position":3,"name":"Architecture"}]},{"@type":"WebSite","@id":"https:\/\/inskill.ai\/#website","url":"https:\/\/inskill.ai\/","name":"InSkill","description":"","publisher":{"@id":"https:\/\/inskill.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/inskill.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/inskill.ai\/#organization","name":"InSkill","url":"https:\/\/inskill.ai\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/inskill.ai\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/inskill.ai\/wp-content\/uploads\/2025\/05\/InSkill.png?fit=1250%2C500&ssl=1","contentUrl":"https:\/\/i0.wp.com\/inskill.ai\/wp-content\/uploads\/2025\/05\/InSkill.png?fit=1250%2C500&ssl=1","width":1250,"height":500,"caption":"InSkill"},"image":{"@id":"https:\/\/inskill.ai\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/InSkill_ai","https:\/\/www.linkedin.com\/company\/inskill1\/","https:\/\/www.youtube.com\/channel\/UCybDy9W_pGwBTLeTD57buXg"]}]}},"jetpack_shortlink":"https:\/\/wp.me\/Pf6eCv-3DI","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/pages\/13994","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/users\/22942266"}],"replies":[{"embeddable":true,"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/comments?post=13994"}],"version-history":[{"count":58,"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/pages\/13994\/revisions"}],"predecessor-version":[{"id":14985,"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/pages\/13994\/revisions\/14985"}],"up":[{"embeddable":true,"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/pages\/13967"}],"wp:attachment":[{"href":"https:\/\/inskill.ai\/pt\/wp-json\/wp\/v2\/media?parent=13994"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}