Your agent finds everything
Porcia discovers your full software stack automatically — from email, SSO, and browser usage. Including shadow IT.Discovery Sources
Porcia currently uses three complementary discovery methods:Email Intelligence
Discovers vendors from invoices, renewals, and vendor communications
SSO Integration
Finds all applications accessed via your identity provider
Browser Extension
Tracks real browser usage of SaaS applications
Porcia is actively adding financial integrations (Brex, Ramp, QuickBooks, Xero) for even more granular spend data capture.
How Discovery Works
Multi-Source Correlation
When Porcia discovers an application, it correlates data from all connected sources: Example: Discovering Slack- Email - Invoice from billing@slack.com detected
- SSO - Slack app found in Google Workspace
- Browser - Team spending time on slack.com
- Pricing from email invoice
- User count from SSO
- Actual usage from browser extension
Financial integration (coming soon) will add payment history and transaction data for even more complete vendor profiles.
Vendor Matching Algorithm
Porcia uses a sophisticated matching process to identify vendors:Domain Matching
Check if the domain matches a known vendor in our databaseExample:
salesforce.com → SalesforceAlias Resolution
Match common aliases and abbreviationsExample:
SFDC → Salesforce, G Suite → Google WorkspaceAI Categorization
Use AI to identify unknown vendors and categorize themExample: New SaaS tool → Categorized as “Project Management”
Porcia’s vendor database contains thousands of SaaS vendors with domain aliases, parent companies, and product relationships.
Discovery Dashboard
Vendor List
View all discovered vendors in one place:- Vendor name and logo - Visual identification
- Discovery source - How the vendor was found (email, SSO, browser, finance)
- Status - Active, inactive, or trial
- Spend - Estimated or actual spending
- Users - Number of team members with access
- Last activity - Most recent usage or communication
Filters and Search
Find specific vendors quickly:- Search - By vendor name, domain, or category
- Filter by source - Email, SSO, browser, or finance
- Filter by status - Active, inactive, trial, or expired
- Filter by category - Communication, productivity, development, etc.
- Sort - By spend, users, last activity, or name
Vendor Details
Click any vendor to see complete information:- Overview
- Spending
- Usage
- Documents
- Intelligence
- Vendor profile (name, logo, website, description)
- Discovery timeline (when and how discovered)
- Current status and subscription details
- Key contacts and account information
Shadow IT Detection
Porcia automatically identifies shadow IT - applications used by your team without IT approval:What is Shadow IT?
Shadow IT refers to SaaS applications that are:- Used by employees without IT knowledge
- Purchased with personal or team credit cards
- Not managed by IT department
- Potentially creating security or compliance risks
How Porcia Detects Shadow IT
Shadow IT Dashboard
View all shadow IT applications:- Risk score - Security and compliance risk (low, medium, high)
- Users - Who’s using the application
- Usage frequency - How often it’s accessed
- Data access - What permissions the app has
- Recommended action - Approve, replace, or block
Vendor Categories
Porcia automatically categorizes vendors:- Communication - Slack, Microsoft Teams, Zoom
- Productivity - Google Workspace, Microsoft 365, Notion
- Development - GitHub, GitLab, Jira, Linear
- Design - Figma, Adobe Creative Cloud, Canva
- Marketing - HubSpot, Mailchimp, Google Ads
- Sales - Salesforce, HubSpot CRM, Pipedrive
- Finance - QuickBooks, Xero, Stripe
- HR - BambooHR, Gusto, Workday
- Security - 1Password, Okta, Cloudflare
- Analytics - Google Analytics, Mixpanel, Amplitude
- Infrastructure - AWS, Google Cloud, Heroku
- Other - Uncategorized or custom tools
Discovery Insights
Duplicate Tools
Porcia identifies multiple tools serving the same purpose: Example:- Slack (company-wide)
- Microsoft Teams (engineering team)
- Discord (design team)
Underutilized Licenses
Find applications with low usage: Example (illustrative):- 50 Figma licenses purchased
- Only 12 users active in last 30 days
- 38 unused licenses = significant monthly waste
Consolidation Opportunities
Identify vendors offering bundled pricing: Example (illustrative):- Using Mailchimp + Calendly + SurveyMonkey separately
- A bundled tool like HubSpot may cover all three features at a lower combined cost
- Potential savings + simplified vendor management
Discovery Settings
Auto-Discovery
Control automatic discovery behavior:- Email discovery - Enable/disable email-based discovery
- SSO discovery - Enable/disable SSO-based discovery
- Browser discovery - Enable/disable browser extension discovery
- Financial discovery - Enable/disable transaction-based discovery
Discovery Rules
Create custom rules for automatic actions: Example rules:- Auto-approve vendors from specific domains
- Auto-categorize vendors by domain pattern
- Auto-assign vendors to specific team members
- Auto-tag vendors with custom labels
Exclusions
Exclude specific domains or vendors from discovery:- Personal tools - Exclude personal email, calendar, etc.
- Internal tools - Exclude company-built applications
- Non-SaaS - Exclude hardware vendors, consultants, etc.
Excluded vendors won’t appear in your dashboard but can be manually added if needed.
Discovery API
For advanced users, Porcia offers an API to:- Manually add vendors
- Update vendor information
- Trigger discovery scans
- Export discovery data
API Documentation
View complete API documentation (coming soon)