Experio vs.
Why teams choose Experio over
Why teams choose
Why teams choose
Claude
Experio over
Experio over
Experio over
Claude
Claude
Discover how Experio's persistent IQ1 knowledge graph, flexible deployment options, and multi-model orchestration compare with Claude's general-purpose AI capabilities.
Persistent enterprise knowledge vs. general-purpose AI and project-based retrieval
Persistent enterprise knowledge vs. general-purpose AI and project-based retrieval
Persistent IQ1 Knowledge Graph
Private VPC & Kubernetes
Private VPC & Kubernetes
Multi-Model Orchestration
Experio
Experio uses IQ1 to build persistent, connected knowledge across an organization. It combines professional-services intelligence, private deployment options, multi-model orchestration, source-linked workflows, and human oversight.
Claude
Claude provides general-purpose AI for workforce productivity, coding, and developer workflows. Its capabilities include project knowledge bases, tools, APIs, native connectors, and enterprise governance options.
Persistent enterprise knowledge vs. general-purpose AI and project-based retrieval
Persistent IQ1 Knowledge Graph
Private VPC & Kubernetes
Multi-Model Orchestration
Experio
Experio uses IQ1 to build persistent, connected knowledge across an organization. It combines professional-services intelligence, private deployment options, multi-model orchestration, source-linked workflows, and human oversight.
Claude
Claude provides general-purpose AI for workforce productivity, coding, and developer workflows. Its capabilities include project knowledge bases, tools, APIs, native connectors, and enterprise governance options.
Feature Comparison
Side by side.
Locates contracts, deliverables, proposals, and reports across your archive using a natural language query, then links directly to the source file.
Capability
Capability
Industry intelligence
Built for
Built for
Built for
Professional services—not generic enterprise search
Professional services—not generic enterprise search
Professional services—not generic enterprise search
General-purpose workforce, coding and developer AI
General-purpose workforce, coding and developer AI
General-purpose workforce, coding and developer AI
Knowledge model
Knowledge model
Knowledge model
IQ1 tenant-specific knowledge + context graph
IQ1 tenant-specific knowledge + context graph
IQ1 tenant-specific knowledge + context graph
Project knowledge bases and retrieval—not a domain graph
Project knowledge bases and retrieval—not a domain graph
Project knowledge bases and retrieval—not a domain graph
Industry-specific context
Industry-specific context
Industry-specific context
45+ document engines; professional-services-specific starter ontology
45+ document engines; professional-services-specific starter ontology
45+ document engines; professional-services-specific starter ontology
Sector offerings; no persistent packaged ontology
Sector offerings; no persistent packaged ontology
Sector offerings; no persistent packaged ontology
Cross-system understanding
Cross-system understanding
Cross-system understanding
Projects, people, contracts and work—connected
Projects, people, contracts and work—connected
Projects, people, contracts and work—connected
Connector retrieval without a maintained cross-system model
Connector retrieval without a maintained cross-system model
Connector retrieval without a maintained cross-system model
Source traceability
Source traceability
Source traceability
Every answer source-linked and audit-ready
Every answer source-linked and audit-ready
Every answer source-linked and audit-ready
Web and Research citations; not universal lineage
Web and Research citations; not universal lineage
Web and Research citations; not universal lineage
Deployment and control
Deployment options
Deployment options
Deployment options
SaaS, dedicated, VPC, Kubernetes or air-gapped
SaaS, dedicated, VPC, Kubernetes or air-gapped
SaaS, dedicated, VPC, Kubernetes or air-gapped
SaaS, API and cloud-provider routes—separately packaged
SaaS, API and cloud-provider routes—separately packaged
SaaS, API and cloud-provider routes—separately packaged
Private cloud / single-tenant support
Private cloud / single-tenant support
Private cloud / single-tenant support
Fully isolated in Azure, AWS or GCP
Fully isolated in Azure, AWS or GCP
Fully isolated in Azure, AWS or GCP
No stated private single-tenant Claude application
No stated private single-tenant Claude application
No stated private single-tenant Claude application
Model flexibility
Model flexibility
Model flexibility
Commercial, managed-cloud or self-hosted models
Commercial, managed-cloud or self-hosted models
Commercial, managed-cloud or self-hosted models
Claude-family selection—not multi-vendor routing
Claude-family selection—not multi-vendor routing
Claude-family selection—not multi-vendor routing
Data isolation and residency
Data isolation and residency
Data isolation and residency
Your boundary, region, keys and network
Your boundary, region, keys and network
Your boundary, region, keys and network
US storage; Enterprise offers US-only inference
US storage; Enterprise offers US-only inference
US storage; Enterprise offers US-only inference
Permissions, governance, and auditability
Permissions, governance, and auditability
Permissions, governance, and auditability
IdP + RBAC/ABAC + full audit trail
IdP + RBAC/ABAC + full audit trail
IdP + RBAC/ABAC + full audit trail
Enterprise SSO, SCIM, RBAC, logs and CMEK
Enterprise SSO, SCIM, RBAC, logs and CMEK
Enterprise SSO, SCIM, RBAC, logs and CMEK
Policy and identity graph
Policy and identity graph
Policy and identity graph
Model policies by identity, attributes, nodes and access controls
Model policies by identity, attributes, nodes and access controls
Model policies by identity, attributes, nodes and access controls
Relies on source-system ACLs and permissions
Relies on source-system ACLs and permissions
Relies on source-system ACLs and permissions
Use of customer data for training
Use of customer data for training
Use of customer data for training
Never used to train any model
Never used to train any model
Never used to train any model
Commercial data not trained on by default
Commercial data not trained on by default
Commercial data not trained on by default
Agents and integrations
Core approach
Core approach
Core approach
Context-first: build memory, then execute
Context-first: build memory, then execute
Context-first: build memory, then execute
General model, chat, coding, tools and APIs
General model, chat, coding, tools and APIs
General model, chat, coding, tools and APIs
Autonomous and event-driven agents
Autonomous and event-driven agents
Autonomous and event-driven agents
Scheduled, triggered and event-driven AgentFlows
Scheduled, triggered and event-driven AgentFlows
Scheduled, triggered and event-driven AgentFlows
Tool agents; scheduled tasks remain preview-specific
Tool agents; scheduled tasks remain preview-specific
Tool agents; scheduled tasks remain preview-specific
Human review and approval
Human review and approval
Human review and approval
Source-linked drafts; your team always approves
Source-linked drafts; your team always approves
Source-linked drafts; your team always approves
Tool-level allow, approve or block policies
Tool-level allow, approve or block policies
Tool-level allow, approve or block policies
Actions in business systems
Actions in business systems
Actions in business systems
Multi-step workflows across connected systems
Multi-step workflows across connected systems
Multi-step workflows across connected systems
Connector actions follow user permissions
Connector actions follow user permissions
Connector actions follow user permissions
Enterprise integrations
Enterprise integrations
Enterprise integrations
Content, CRM, ERP, PSA, email and chat
Content, CRM, ERP, PSA, email and chat
Content, CRM, ERP, PSA, email and chat
Native connectors plus MCP for additional services
Native connectors plus MCP for additional services
Native connectors plus MCP for additional services
Implementation approach
Implementation approach
Implementation approach
Read-only connectors; scoped four-week pilot
Read-only connectors; scoped four-week pilot
Read-only connectors; scoped four-week pilot
Governance-first pilots and progressive rollout
Governance-first pilots and progressive rollout
Governance-first pilots and progressive rollout
Other comparisons
Compare Experio with leading AI platforms to understand what sets our approach to enterprise intelligence apart.
FAQ
Frequently asked questions.
What you need to know about IQ1™ and how it works for your firm.
General
Agent
Support
Security
01
What does Experio IQ1™ actually do?
IQ1™ maps the relationships between your projects, contracts, experts, clients, and past performance into a discoverable knowledge graph. Then it powers agents that handle proposals, capture, contracts, onboarding, compliance, and knowledge insights — all grounded in your firm's actual data, fusing unstructured documents with structured systems of record.
02
How is Experio different from ChatGPT or Copilot?
Generic AI guesses. IQ1™ knows. It builds a knowledge graph of your firm — who knows what, which projects relate to which clients, what you've delivered before — so every answer is grounded in your actual data, traceable to a source, and auditable. Generic tools retrieve documents; IQ1™ understands your business context.
03
What types of firms use Experio?
Government contractors, management consultancies, accounting firms, and AEC organizations. Any professional-services firm where knowledge is the competitive advantage and compliance is non-negotiable.
04
How long does setup take?
Most firms are live within 30 business days. We connect your data sources, configure your ontology, and activate your environment. No custom development required.
05
What's involved in setup?
Three steps: connect your existing data sources (SharePoint, Teams, CRM, ERP, email, network drives), configure your domain ontology so IQ1™ understands your business language, and activate your secure deployment. No content migration, no manual tagging.
06
How do I get started? Is there a trial?
Book a demo with our team — we'll show you IQ1™ working with your actual data. Many firms qualify for low-cost pilots. Most know within the first week if it's right for them.
General
Agent
Support
Security
01
What does Experio IQ1™ actually do?
IQ1™ maps the relationships between your projects, contracts, experts, clients, and past performance into a discoverable knowledge graph. Then it powers agents that handle proposals, capture, contracts, onboarding, compliance, and knowledge insights — all grounded in your firm's actual data, fusing unstructured documents with structured systems of record.
02
How is Experio different from ChatGPT or Copilot?
Generic AI guesses. IQ1™ knows. It builds a knowledge graph of your firm — who knows what, which projects relate to which clients, what you've delivered before — so every answer is grounded in your actual data, traceable to a source, and auditable. Generic tools retrieve documents; IQ1™ understands your business context.
03
What types of firms use Experio?
Government contractors, management consultancies, accounting firms, and AEC organizations. Any professional-services firm where knowledge is the competitive advantage and compliance is non-negotiable.
04
How long does setup take?
Most firms are live within 30 business days. We connect your data sources, configure your ontology, and activate your environment. No custom development required.
05
What's involved in setup?
Three steps: connect your existing data sources (SharePoint, Teams, CRM, ERP, email, network drives), configure your domain ontology so IQ1™ understands your business language, and activate your secure deployment. No content migration, no manual tagging.
06
How do I get started? Is there a trial?
Book a demo with our team — we'll show you IQ1™ working with your actual data. Many firms qualify for low-cost pilots. Most know within the first week if it's right for them.
Ready to activate your intelligence?
See how IQ1™ works. Book a demo with our team and get a personalized walkthrough in 20 minutes.
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Ready to activate your intelligence?
See how IQ1™ works. Book a demo with our team and get a personalized walkthrough in 20 minutes.
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Ready to activate your intelligence?
See how IQ1™ works. Book a demo with our team and get a personalized walkthrough in 20 minutes.
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Ready to activate your intelligence?
See how IQ1™ works. Book a demo with our team and get a personalized walkthrough in 20 minutes.
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
Growth & Pursuits
Knowledge & Insights
Risk & Governance
Projects & Delivery
Knowledge & Insights
People & Expertise
© 2026 Experio Labs. All rights reserved.
© 2026 Experio Labs. All rights reserved.
© 2026 Experio Labs. All rights reserved.
© 2026 Experio Labs. All rights reserved.