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
| Capability | ChatGPT | Operanix |
|---|---|---|
| Knowledge source | General internet training data | Your company’s documents, website, and policies |
| Accuracy verification | None — may hallucinate | Automated evaluation with pass/fail scoring |
| Governance | None | Trust scoring, compliance gates, approval workflows, audit trail |
| Deployment | Shared chat interface | Embedded widget, hosted chat, API, Slack, WhatsApp |
| Team access | Individual accounts | RBAC with 10 roles, departments, SSO |
| Specialization | One general assistant | 11 domain-specialized agents |
| Analytics | Basic usage stats | ROI tracking, cost intelligence, per-agent analytics |
| Compliance | Not enterprise-grade | SOC 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:
| Agent | Description |
|---|---|
| Sales Agent | Handles prospect questions, product comparisons, pricing inquiries, and qualification |
| Support Agent | Resolves customer issues, provides troubleshooting, and escalates complex cases |
| Marketing Agent | Generates campaign content, social posts, email sequences, and audience insights |
| HR Agent | Answers employee questions about policies, benefits, onboarding, and procedures |
| Legal Agent | Reviews contracts, extracts clauses, checks compliance, and answers regulatory questions |
| Finance Agent | Analyzes expenses, generates budget summaries, and provides financial insights |
| Product Agent | Synthesizes user feedback, prioritizes features, and drafts product requirements |
| Engineering Agent | Assists with code review, incident triage, and technical documentation |
| Data Agent | Generates queries, builds reports, and identifies trends in your data |
| Operations Agent | Optimizes processes, manages vendor relationships, and plans logistics |
| Executive Agent | Prepares strategic briefings, cross-department summaries, and board materials |
What Can You Accomplish?
- Customer Support — Deflect 60%+ of support tickets with accurate, instant AI responses trained on your help docs
- Sales Enablement — Instantly answer prospect questions about pricing, features, and integrations on your website
- Internal Knowledge — Give employees a single place to ask questions about policies, benefits, and procedures
- Content Creation — Generate on-brand marketing content, social posts, and email campaigns at scale
- Compliance & Risk — Automate contract review, policy checks, and regulatory compliance with governed AI
- Executive Intelligence — Get instant cross-department summaries and strategic briefings on demand
2. Platform Overview
The Operanix platform is organized into four main sections, accessible from the sidebar navigation.
| Section | Contains | Purpose |
|---|---|---|
| Command | Command Center, Inbox, Intelligence | Executive overview, communications hub, and strategic insights |
| Operate | Agent Workforce, Knowledge Ops, Agent Readiness, Campaigns | Day-to-day agent management, knowledge, evaluations, and outbound campaigns |
| Govern | Governance Center, Compliance, Audit Trail | Policies, trust scoring, approval workflows, and compliance monitoring |
| System | Settings, Billing, Integrations, Team, Departments | Workspace 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.
- Sign up at
app.operanix.aiand create your workspace. - Add knowledge — Crawl your website or upload documents in Knowledge Ops.
- Review your agent — Install an agent from the Workforce, assign knowledge, and customize its identity.
- Evaluate — Run an automated evaluation in Agent Readiness to verify quality.
- 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:
- Build — Install or create an agent, configure its identity and persona
- Train — Assign knowledge sources so the agent can answer domain-specific questions
- Evaluate — Run automated evaluations to verify accuracy and readiness
- Deploy — Push to staging then production across your chosen channels
- Monitor — Track performance, trust scores, and conversation analytics
- Improve — Add knowledge, refine prompts, and re-evaluate based on real-world data
Configuring an Agent
Each agent has multiple configuration tabs:
| Tab | What You Configure |
|---|---|
| Identity | Name, avatar, persona description, response style, and greeting message |
| Knowledge | Assigned knowledge sources, knowledge categories, and priority settings |
| Behavior | System prompt, response length, tone, language, and fallback behavior |
| Tools | Enabled capabilities (lead capture, scheduling, escalation, etc.) |
| Deployment | Deployment channels, environment (staging/production), and widget settings |
| Governance | Autonomy level, approval requirements, and compliance policy assignments |
Autonomy Levels
| Level | Description | Best For |
|---|---|---|
| Full Approval | Every response requires human review before delivery | New agents, high-risk domains (Legal, Finance) |
| Supervised | Responses below the trust threshold require approval; high-confidence responses auto-deliver | Most production agents during initial rollout |
| Monitored | All responses auto-deliver but are logged and flagged for review if anomalies are detected | Established agents with proven track records |
| Autonomous | Fully independent — responses delivered without review or flagging | Low-risk internal agents with high trust scores |
Certification Levels
| Level | Pass Rate | Status |
|---|---|---|
| Needs Training | Below 50% | Agent requires significant knowledge and configuration improvements |
| In Development | 50% – 69% | Agent is improving but not ready for external use |
| Certified | 70% – 89% | Agent is ready for supervised production deployment |
| Production Ready | 90%+ | 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
| Category | Description | Examples |
|---|---|---|
| Products | Information about your products and services | Feature descriptions, pricing, specs, comparisons |
| Policies | Organizational rules and procedures | Return policy, privacy policy, terms of service |
| Support | Troubleshooting and help content | FAQ, how-to guides, known issues, resolution steps |
| Company | General organizational information | About us, team bios, mission statement, history |
| Training | Internal learning materials | Onboarding docs, process guides, best practices |
| Custom | Any content that does not fit standard categories | Industry research, competitive analysis, case studies |
Adding Knowledge
There are two primary methods to add knowledge:
Website Crawl
- Navigate to Knowledge Ops in the sidebar.
- Click Add Source and select Website Crawl.
- Enter your website URL (e.g.,
https://yourcompany.com). - Configure crawl depth and page limits (optional).
- Click Start Crawl. Operanix will discover pages, extract content, and add them to your knowledge base.
File Upload
- In Knowledge Ops, click Add Source and select File Upload.
- Drag and drop files or click to browse. Supported formats: PDF, DOCX, XLSX, CSV, TXT, HTML, and Markdown.
- Assign a category and optional tags.
- Click Upload. Files are processed automatically (text extraction, chunking, embedding).
Agent Knowledge Assignment
After adding knowledge, assign it to agents:
- Go to the agent’s Knowledge tab.
- Click Assign Knowledge.
- Select knowledge sources by category, individual document, or bulk select.
- 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
- Navigate to Agent Readiness in the sidebar.
- Select the agent you want to evaluate.
- Click Run Evaluation. The system generates test cases from the agent’s knowledge base.
- Wait for the evaluation to complete (typically 2–5 minutes).
- Review results: pass rate, dimension scores, individual case results, and improvement recommendations.
Understanding Verdicts
| Verdict | Meaning | Action |
|---|---|---|
| Pass | Response correctly answers the question using knowledge base sources | No action needed |
| Partial | Response is partially correct but missing key information | Add missing knowledge or refine agent prompt |
| Fail | Response is incorrect, hallucinated, or does not address the question | Investigate knowledge gaps, check for conflicting sources |
| Skipped | Agent could not generate a response (knowledge not found) | Add relevant knowledge sources |
Evaluation Dimensions
Each evaluation scores responses across seven quality dimensions:
- Accuracy — Is the information factually correct?
- Groundedness — Is the response based on knowledge base sources (not hallucinated)?
- Helpfulness — Does the response actually help the user accomplish their goal?
- Relevance — Does the response address the specific question asked?
- Completeness — Does the response cover all aspects of the question?
- Safety — Does the response avoid harmful, biased, or inappropriate content?
- Citation Quality — Are claims properly attributed to specific knowledge sources?
Improvement Opportunities
After each evaluation, Operanix provides specific recommendations for improving agent quality:
- Knowledge gaps — topics where the agent lacks information
- Conflicting sources — cases where multiple knowledge sources provide contradictory information
- Prompt refinements — suggested changes to the agent’s system prompt
- Missing categories — knowledge categories that should be added
7. Deploying Agents
Deployment Channels
| Channel | Description | Best For |
|---|---|---|
| Chat Widget | Embeddable chat bubble on your website | Customer-facing support and sales on your website |
| Hosted Chat | Standalone Operanix-hosted chat page with a unique URL | Sharing with partners, internal teams, or quick demos |
| API | RESTful API for programmatic agent interaction | Custom integrations, mobile apps, internal tools |
| Slack | Agent available as a Slack bot in your workspace | Internal team assistance and knowledge lookup |
| Agent accessible via WhatsApp Business | Customer engagement in WhatsApp-first markets |
Widget Deployment
- Go to the agent’s Deployment tab.
- Select Chat Widget as the channel.
- Customize the widget appearance: colors, position, welcome message, and logo.
- Copy the embed code snippet.
- Paste the snippet into your website’s HTML before the closing
</body>tag. - The widget appears on your site immediately.
Widget Customization
- Brand colors — Match the widget to your brand palette
- Position — Bottom-right (default), bottom-left, or inline embed
- Welcome message — Custom greeting shown when the widget opens
- Avatar — Custom agent avatar or your company logo
- Lead capture — Collect visitor name and email before starting chat
- Suggested questions — Pre-defined questions shown as quick-start buttons
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:
- View deployment status for every agent and channel
- Promote agents from staging to production
- Rollback a deployment to a previous version
- Monitor real-time conversation activity
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
| Level | Score Range | Meaning |
|---|---|---|
| Critical | 0% – 39% | Significant compliance gaps; agents should not be in production |
| Needs Attention | 40% – 69% | Some policies missing or unenforced; review recommended |
| Good | 70% – 89% | Most policies in place; minor improvements available |
| Excellent | 90% – 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:
| Dimension | Weight | What It Measures |
|---|---|---|
| Agent Quality | 30% | Evaluation pass rate, response accuracy, helpfulness ratings |
| Citation Score | 20% | Percentage of claims backed by knowledge base sources |
| Compliance Score | 20% | Adherence to content policies and safety rules |
| Governance Score | 15% | Approval workflow compliance, escalation accuracy |
| Knowledge Score | 15% | Knowledge freshness, coverage, and source reliability |
Production Safety
Before an agent can be deployed to production, it must pass safety checks:
- Evaluation pass rate above the configured threshold
- Trust score above the auto-approve threshold
- All required governance policies assigned
- No unresolved compliance warnings
Policies
Policies are configurable rules that govern agent behavior. Types include:
- Content Safety — Block harmful, inappropriate, or off-brand content
- Topic Boundaries — Restrict agents to their domain (e.g., prevent a Support agent from giving legal advice)
- Compliance Rules — Enforce regulatory requirements (GDPR consent, HIPAA safeguards)
- Custom Policies — Define any rule using keyword matching, semantic detection, or regex patterns
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:
- Approve — Deliver the response as-is
- Edit & Approve — Modify the response before delivery
- Reject — Block the response and optionally provide a reason
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
- Go to Settings → Departments.
- Click Create Department.
- Enter a name and optional description.
- Assign a department head (optional).
Assigning Agents and Members
- Agents: Assign from the agent’s settings page or from the department view.
- Members: Assign from Settings → Team by editing a member’s profile.
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
| Feature | Starter | Professional | Business | Enterprise |
|---|---|---|---|---|
| Price | Free | $99/mo | $299/mo | Custom |
| Agents | 2 | 5 | 11 | Unlimited |
| Knowledge pages | 100 | 1,000 | 10,000 | Unlimited |
| Team members | 3 | 10 | 50 | Unlimited |
| Evaluations | 10/mo | Unlimited | Unlimited | Unlimited |
| SSO | — | Google, Microsoft | All providers | All + Custom SAML |
| Governance | Basic | Standard | Advanced | Full + Custom |
| Support | Priority email | Chat + email | Dedicated CSM | |
| Audit retention | 30 days | 1 year | 3 years | 7+ 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
| Provider | Protocol | Minimum Plan |
|---|---|---|
| Google Workspace | OAuth 2.0 / OIDC | Professional |
| Microsoft Entra ID | SAML 2.0 / OIDC | Professional |
| Okta | SAML 2.0 / OIDC | Enterprise |
| Auth0 | OIDC | Enterprise |
| OneLogin | SAML 2.0 | Enterprise |
| Custom SAML | SAML 2.0 | Enterprise |
SSO Setup
- Go to Settings → Security → SSO.
- Select your provider and follow the configuration guide.
- Enter Client ID, Client Secret, and Issuer URL (or upload SAML metadata).
- Test the connection, then enable SSO.
- Optionally enforce SSO-only login for all workspace users.
RBAC Roles
Operanix provides 10 roles for granular access control:
| Role | Access Level |
|---|---|
Owner | Full platform access including billing and workspace management |
Admin | User management, security settings, governance, all operations |
Manager | Department-scoped agent, knowledge, and deployment management |
Operator | Agent configuration, knowledge management, evaluations, staging deployments |
Agent Builder | Agent creation and configuration (no deployment) |
Knowledge Manager | Knowledge ingestion, organization, and agent assignment |
Compliance Officer | Governance policies, audit trail, approval queue |
Analyst | Analytics, reports, cost intelligence (read-only) |
Member | Chat with agents, view dashboards |
Viewer | Read-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
- AES-256 encryption at rest
- TLS 1.3 encryption in transit
- Tenant-level data isolation
- Configurable data retention policies
- SOC 2 Type II, GDPR, and HIPAA compliance support
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
- Navigate to Workflows in the sidebar.
- Click Create Workflow.
- Select a trigger (e.g., new conversation started, evaluation completed, approval requested).
- Add steps by dragging actions onto the canvas: agent response, condition check, send notification, call webhook, wait for approval.
- Connect steps to define the flow sequence.
- Test the workflow with sample data.
- Activate the workflow. It will run automatically when the trigger fires.
Workflow Templates
Operanix includes pre-built workflow templates for common scenarios:
- Support Escalation — Route complex tickets from AI to human agents with full conversation context
- Lead Qualification — Qualify prospects through a series of agent questions and route to sales
- Content Approval — Generate marketing content, run compliance check, and queue for human approval
- Onboarding Flow — Guide new employees through HR questions and policy acknowledgments
13. Analytics & ROI
Executive Dashboard
The executive dashboard provides a high-level view of your AI workforce performance:
| Metric | Description |
|---|---|
| Total Conversations | Number of conversations handled across all agents this period |
| Resolution Rate | Percentage of conversations resolved without human escalation |
| Average Trust Score | Mean trust score across all production agents |
| Cost per Conversation | Average LLM + infrastructure cost per conversation |
| Estimated Time Saved | Hours of human work offset by AI agents (based on avg. handling time) |
| Customer Satisfaction | Average rating from end-user feedback (if enabled) |
| Knowledge Coverage | Percentage of questions the knowledge base can answer |
| Active Agents | Number 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:
- Identify which agents drive the most cost
- Compare model costs (e.g., GPT-4 vs. Gemini)
- Track spending trends over time
- Set budget alerts and spending limits
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
| Bundle | Included Agents | Use Case |
|---|---|---|
| Customer Experience | Sales, Support, Marketing | Full customer-facing AI across sales, support, and engagement |
| Internal Operations | HR, Operations, Finance | Employee-facing AI for HR, ops, and finance questions |
| Growth | Sales, Marketing, Product | Revenue-focused AI for outbound, content, and product insights |
| Enterprise Complete | All 11 agents | Full 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.
support@operanix.ai or use the in-app chat widget to reach our team.