User Guide

The complete guide to every feature in the Operanix platform. Whether you are deploying your first agent or managing an enterprise AI workforce, this guide covers it all.

1. Welcome to Operanix

What Is Operanix?

Operanix is an Agent Operating System — a platform that lets businesses build, deploy, govern, and continuously improve a workforce of specialized AI agents. Unlike general-purpose chatbots, Operanix agents are trained on your company’s knowledge, evaluated for accuracy, governed by your compliance policies, and deployed through your customer-facing channels.

How Operanix Differs from ChatGPT

CapabilityChatGPTOperanix
Knowledge sourceGeneral internet training dataYour company’s documents, website, and policies
Accuracy verificationNone — may hallucinateAutomated evaluation with pass/fail scoring
GovernanceNoneTrust scoring, compliance gates, approval workflows, audit trail
DeploymentShared chat interfaceEmbedded widget, hosted chat, API, Slack, WhatsApp
Team accessIndividual accountsRBAC with 10 roles, departments, SSO
SpecializationOne general assistant11 domain-specialized agents
AnalyticsBasic usage statsROI tracking, cost intelligence, per-agent analytics
ComplianceNot enterprise-gradeSOC 2, GDPR, HIPAA support with audit logging

What Is an AI Agent?

An AI agent is a specialized virtual team member that handles tasks within a specific business domain. Each agent has its own identity (name, persona, voice), knowledge (your company data), and rules (what it can and cannot do). Think of an agent as a highly capable new hire that has read every document in your company and can answer questions 24/7.

What Is an AI Workforce?

An AI workforce is the full collection of agents in your organization. Operanix provides 11 pre-built agents covering every major department:

AgentDescription
Sales AgentHandles prospect questions, product comparisons, pricing inquiries, and qualification
Support AgentResolves customer issues, provides troubleshooting, and escalates complex cases
Marketing AgentGenerates campaign content, social posts, email sequences, and audience insights
HR AgentAnswers employee questions about policies, benefits, onboarding, and procedures
Legal AgentReviews contracts, extracts clauses, checks compliance, and answers regulatory questions
Finance AgentAnalyzes expenses, generates budget summaries, and provides financial insights
Product AgentSynthesizes user feedback, prioritizes features, and drafts product requirements
Engineering AgentAssists with code review, incident triage, and technical documentation
Data AgentGenerates queries, builds reports, and identifies trends in your data
Operations AgentOptimizes processes, manages vendor relationships, and plans logistics
Executive AgentPrepares strategic briefings, cross-department summaries, and board materials

What Can You Accomplish?

2. Platform Overview

The Operanix platform is organized into four main sections, accessible from the sidebar navigation.

SectionContainsPurpose
CommandCommand Center, Inbox, IntelligenceExecutive overview, communications hub, and strategic insights
OperateAgent Workforce, Knowledge Ops, Agent Readiness, CampaignsDay-to-day agent management, knowledge, evaluations, and outbound campaigns
GovernGovernance Center, Compliance, Audit TrailPolicies, trust scoring, approval workflows, and compliance monitoring
SystemSettings, Billing, Integrations, Team, DepartmentsWorkspace configuration, user management, and administrative functions

3. Getting Started

The fastest path from signup to a deployed agent follows five steps. For a more detailed walkthrough, see the Quick Start Guide.

  1. Sign up at app.operanix.ai and create your workspace.
  2. Add knowledge — Crawl your website or upload documents in Knowledge Ops.
  3. Review your agent — Install an agent from the Workforce, assign knowledge, and customize its identity.
  4. Evaluate — Run an automated evaluation in Agent Readiness to verify quality.
  5. Deploy — Push the agent to staging, test it, and then promote to production.

4. Your AI Workforce

Agent Lifecycle

Every agent follows a six-stage lifecycle from creation to continuous improvement:

BuildTrainEvaluateDeployMonitorImprove

Configuring an Agent

Each agent has multiple configuration tabs:

TabWhat You Configure
IdentityName, avatar, persona description, response style, and greeting message
KnowledgeAssigned knowledge sources, knowledge categories, and priority settings
BehaviorSystem prompt, response length, tone, language, and fallback behavior
ToolsEnabled capabilities (lead capture, scheduling, escalation, etc.)
DeploymentDeployment channels, environment (staging/production), and widget settings
GovernanceAutonomy level, approval requirements, and compliance policy assignments

Autonomy Levels

LevelDescriptionBest For
Full ApprovalEvery response requires human review before deliveryNew agents, high-risk domains (Legal, Finance)
SupervisedResponses below the trust threshold require approval; high-confidence responses auto-deliverMost production agents during initial rollout
MonitoredAll responses auto-deliver but are logged and flagged for review if anomalies are detectedEstablished agents with proven track records
AutonomousFully independent — responses delivered without review or flaggingLow-risk internal agents with high trust scores

Certification Levels

LevelPass RateStatus
Needs TrainingBelow 50%Agent requires significant knowledge and configuration improvements
In Development50% – 69%Agent is improving but not ready for external use
Certified70% – 89%Agent is ready for supervised production deployment
Production Ready90%+Agent is fully certified for autonomous customer-facing use

5. Knowledge Operations

Knowledge is the foundation of agent quality. The better your knowledge base, the more accurate and helpful your agents will be.

Knowledge Categories

CategoryDescriptionExamples
ProductsInformation about your products and servicesFeature descriptions, pricing, specs, comparisons
PoliciesOrganizational rules and proceduresReturn policy, privacy policy, terms of service
SupportTroubleshooting and help contentFAQ, how-to guides, known issues, resolution steps
CompanyGeneral organizational informationAbout us, team bios, mission statement, history
TrainingInternal learning materialsOnboarding docs, process guides, best practices
CustomAny content that does not fit standard categoriesIndustry research, competitive analysis, case studies

Adding Knowledge

There are two primary methods to add knowledge:

Website Crawl

  1. Navigate to Knowledge Ops in the sidebar.
  2. Click Add Source and select Website Crawl.
  3. Enter your website URL (e.g., https://yourcompany.com).
  4. Configure crawl depth and page limits (optional).
  5. Click Start Crawl. Operanix will discover pages, extract content, and add them to your knowledge base.

File Upload

  1. In Knowledge Ops, click Add Source and select File Upload.
  2. Drag and drop files or click to browse. Supported formats: PDF, DOCX, XLSX, CSV, TXT, HTML, and Markdown.
  3. Assign a category and optional tags.
  4. Click Upload. Files are processed automatically (text extraction, chunking, embedding).

Agent Knowledge Assignment

After adding knowledge, assign it to agents:

  1. Go to the agent’s Knowledge tab.
  2. Click Assign Knowledge.
  3. Select knowledge sources by category, individual document, or bulk select.
  4. Save changes. The agent will immediately start using the assigned knowledge for responses.

Knowledge Matrix

The Knowledge Matrix view shows a grid of all agents vs. all knowledge sources, making it easy to see which agents have access to which knowledge and identify gaps in coverage.

6. Agent Readiness

Agent Readiness is your quality assurance system. It evaluates agents against real-world questions and scores them across multiple dimensions to determine deployment readiness.

Running an Evaluation

  1. Navigate to Agent Readiness in the sidebar.
  2. Select the agent you want to evaluate.
  3. Click Run Evaluation. The system generates test cases from the agent’s knowledge base.
  4. Wait for the evaluation to complete (typically 2–5 minutes).
  5. Review results: pass rate, dimension scores, individual case results, and improvement recommendations.

Understanding Verdicts

VerdictMeaningAction
PassResponse correctly answers the question using knowledge base sourcesNo action needed
PartialResponse is partially correct but missing key informationAdd missing knowledge or refine agent prompt
FailResponse is incorrect, hallucinated, or does not address the questionInvestigate knowledge gaps, check for conflicting sources
SkippedAgent could not generate a response (knowledge not found)Add relevant knowledge sources

Evaluation Dimensions

Each evaluation scores responses across seven quality dimensions:

  1. Accuracy — Is the information factually correct?
  2. Groundedness — Is the response based on knowledge base sources (not hallucinated)?
  3. Helpfulness — Does the response actually help the user accomplish their goal?
  4. Relevance — Does the response address the specific question asked?
  5. Completeness — Does the response cover all aspects of the question?
  6. Safety — Does the response avoid harmful, biased, or inappropriate content?
  7. Citation Quality — Are claims properly attributed to specific knowledge sources?

Improvement Opportunities

After each evaluation, Operanix provides specific recommendations for improving agent quality:

7. Deploying Agents

Deployment Channels

ChannelDescriptionBest For
Chat WidgetEmbeddable chat bubble on your websiteCustomer-facing support and sales on your website
Hosted ChatStandalone Operanix-hosted chat page with a unique URLSharing with partners, internal teams, or quick demos
APIRESTful API for programmatic agent interactionCustom integrations, mobile apps, internal tools
SlackAgent available as a Slack bot in your workspaceInternal team assistance and knowledge lookup
WhatsAppAgent accessible via WhatsApp BusinessCustomer engagement in WhatsApp-first markets

Widget Deployment

  1. Go to the agent’s Deployment tab.
  2. Select Chat Widget as the channel.
  3. Customize the widget appearance: colors, position, welcome message, and logo.
  4. Copy the embed code snippet.
  5. Paste the snippet into your website’s HTML before the closing </body> tag.
  6. The widget appears on your site immediately.

Widget Customization

Hosted Chat

Each deployed agent automatically gets a hosted chat URL (e.g., chat.operanix.ai/your-company/sales). Share this link with anyone — no installation or embedding required. Hosted chat pages are mobile-responsive and support your custom branding.

Deployment Center

The Deployment Center provides a unified view of all deployed agents across all channels. From here you can:

8. Governance

Governance is what makes Operanix enterprise-ready. It ensures your AI agents operate within the boundaries you define.

Governance Center

The Governance Center is your control panel for all governance settings. It displays your overall compliance posture, active policies, pending approvals, and trust score trends across your workforce.

Compliance Posture Levels

LevelScore RangeMeaning
Critical0% – 39%Significant compliance gaps; agents should not be in production
Needs Attention40% – 69%Some policies missing or unenforced; review recommended
Good70% – 89%Most policies in place; minor improvements available
Excellent90% – 100%Full compliance; all policies configured and enforced

Trust Score

Every agent has a real-time trust score (0.00 – 1.00) calculated from five weighted dimensions:

DimensionWeightWhat It Measures
Agent Quality30%Evaluation pass rate, response accuracy, helpfulness ratings
Citation Score20%Percentage of claims backed by knowledge base sources
Compliance Score20%Adherence to content policies and safety rules
Governance Score15%Approval workflow compliance, escalation accuracy
Knowledge Score15%Knowledge freshness, coverage, and source reliability

Production Safety

Before an agent can be deployed to production, it must pass safety checks:

Policies

Policies are configurable rules that govern agent behavior. Types include:

Approval Queue

When an agent response falls below the auto-approve trust threshold or matches a policy requiring review, it is held in the Approval Queue. Reviewers can:

Audit Trail

Every action on the platform is logged in an immutable audit trail. Access it from Governance Center → Audit Trail. Filter by date, user, agent, action type, or resource. Export audit logs for compliance reporting.

9. Departments

Departments let you organize your workspace by business function, providing scoped access control for larger teams.

Creating Departments

  1. Go to Settings → Departments.
  2. Click Create Department.
  3. Enter a name and optional description.
  4. Assign a department head (optional).

Assigning Agents and Members

Scoped Access

Members with department-scoped roles (Manager, Operator) only see agents, knowledge, evaluations, and analytics within their assigned departments. This ensures teams cannot accidentally modify other departments’ resources.

10. Billing

Plan Comparison

FeatureStarterProfessionalBusinessEnterprise
PriceFree$99/mo$299/moCustom
Agents2511Unlimited
Knowledge pages1001,00010,000Unlimited
Team members31050Unlimited
Evaluations10/moUnlimitedUnlimitedUnlimited
SSOGoogle, MicrosoftAll providersAll + Custom SAML
GovernanceBasicStandardAdvancedFull + Custom
SupportEmailPriority emailChat + emailDedicated CSM
Audit retention30 days1 year3 years7+ years

Upgrading Your Plan

Go to Settings → Billing and click Upgrade. Select your new plan and confirm. Upgrades take effect immediately with prorated billing for the current period.

Usage Tracking

Monitor your usage from the Billing dashboard: active agents, knowledge pages, API calls, LLM tokens consumed, and estimated costs for the current period.

11. Security & SSO

SSO Providers

ProviderProtocolMinimum Plan
Google WorkspaceOAuth 2.0 / OIDCProfessional
Microsoft Entra IDSAML 2.0 / OIDCProfessional
OktaSAML 2.0 / OIDCEnterprise
Auth0OIDCEnterprise
OneLoginSAML 2.0Enterprise
Custom SAMLSAML 2.0Enterprise

SSO Setup

  1. Go to Settings → Security → SSO.
  2. Select your provider and follow the configuration guide.
  3. Enter Client ID, Client Secret, and Issuer URL (or upload SAML metadata).
  4. Test the connection, then enable SSO.
  5. Optionally enforce SSO-only login for all workspace users.

RBAC Roles

Operanix provides 10 roles for granular access control:

RoleAccess Level
OwnerFull platform access including billing and workspace management
AdminUser management, security settings, governance, all operations
ManagerDepartment-scoped agent, knowledge, and deployment management
OperatorAgent configuration, knowledge management, evaluations, staging deployments
Agent BuilderAgent creation and configuration (no deployment)
Knowledge ManagerKnowledge ingestion, organization, and agent assignment
Compliance OfficerGovernance policies, audit trail, approval queue
AnalystAnalytics, reports, cost intelligence (read-only)
MemberChat with agents, view dashboards
ViewerRead-only access to dashboards and analytics

MFA

Enable multi-factor authentication from Profile → Security. Administrators can enforce MFA for all users from Settings → Security.

Data Security

12. Workflows

What Are Workflows?

Workflows are automated sequences of actions triggered by events in the platform. They let you chain agent responses, governance checks, notifications, and integrations into repeatable processes without writing code.

Building a Workflow

  1. Navigate to Workflows in the sidebar.
  2. Click Create Workflow.
  3. Select a trigger (e.g., new conversation started, evaluation completed, approval requested).
  4. Add steps by dragging actions onto the canvas: agent response, condition check, send notification, call webhook, wait for approval.
  5. Connect steps to define the flow sequence.
  6. Test the workflow with sample data.
  7. Activate the workflow. It will run automatically when the trigger fires.

Workflow Templates

Operanix includes pre-built workflow templates for common scenarios:

13. Analytics & ROI

Executive Dashboard

The executive dashboard provides a high-level view of your AI workforce performance:

MetricDescription
Total ConversationsNumber of conversations handled across all agents this period
Resolution RatePercentage of conversations resolved without human escalation
Average Trust ScoreMean trust score across all production agents
Cost per ConversationAverage LLM + infrastructure cost per conversation
Estimated Time SavedHours of human work offset by AI agents (based on avg. handling time)
Customer SatisfactionAverage rating from end-user feedback (if enabled)
Knowledge CoveragePercentage of questions the knowledge base can answer
Active AgentsNumber of agents currently deployed in production

Cost Intelligence

The Cost Intelligence dashboard breaks down AI spending by agent, model, department, and time period. Use it to:

Per-Agent Analytics

Each agent has its own analytics page showing conversation volume, response quality, trust score history, most-asked questions, knowledge usage, and customer satisfaction trends.

14. Marketplace

One-Click Install

The Agent Marketplace offers pre-built, ready-to-deploy agents for common use cases. Browse the marketplace, preview an agent’s capabilities, and click Install to add it to your workforce. Assign your knowledge and deploy — no configuration required.

Agent Bundles

BundleIncluded AgentsUse Case
Customer ExperienceSales, Support, MarketingFull customer-facing AI across sales, support, and engagement
Internal OperationsHR, Operations, FinanceEmployee-facing AI for HR, ops, and finance questions
GrowthSales, Marketing, ProductRevenue-focused AI for outbound, content, and product insights
Enterprise CompleteAll 11 agentsFull AI workforce covering every department

15. Troubleshooting

My agent is giving wrong answers

This usually means the agent’s knowledge base is missing information or contains outdated content. Go to Knowledge Ops, search for the topic, and add or update the relevant knowledge. Then re-run an evaluation to verify the fix.

My agent has a 0% evaluation pass rate

A 0% pass rate typically means the agent has no knowledge assigned, or the assigned knowledge does not cover the evaluation questions. Go to the agent’s Knowledge tab and verify that knowledge sources are assigned. If they are, check that the knowledge content actually covers the topics being tested.

My agent’s trust score says “Need Data”

Trust scores require evaluation data to calculate. Run at least one evaluation from Agent Readiness to generate the initial trust score. The score will update automatically as more evaluations and conversations occur.

How do I add team members?

Go to Settings → Team and click Invite Member. Enter their email address and select a role. They will receive an email invitation to join your workspace. See the Admin Guide for detailed user management instructions.

How do I upgrade my plan?

Navigate to Settings → Billing and click Upgrade. Select your desired plan and confirm. Upgrades are effective immediately with prorated billing.

Do I need to write code?

No. Operanix is a fully no-code platform. You can create agents, add knowledge, run evaluations, configure governance, and deploy — all through the visual interface. The only code required is the embed snippet if you choose to deploy the chat widget on your website.

How secure is my data?

Operanix uses AES-256 encryption at rest, TLS 1.3 in transit, and strict tenant-level data isolation. Your data is never shared with other organizations or used to train AI models. See the Security & Compliance page for full details.

Can agents access my internal systems?

Agents only access the knowledge you explicitly provide through Knowledge Ops (crawls, uploads, manual entries). They do not have access to your internal databases, file systems, or third-party tools unless you configure specific integrations through the Workflows or API.

Need more help? Contact support at support@operanix.ai or use the in-app chat widget to reach our team.