
Enterprise Platform Evolution
A strategic investment in scalability, AI intelligence, and competitive positioning
What Vigilis 1.0 does today and how it works
LLM-based document extraction for automated invoice parsing. This is NOT a new feature to build.
Current AI capabilities:
Problems driving the need for modernization
No SSO (SAML/OIDC), no row-level security, no multi-tenant data isolation.
Insufficient audit trail for SOC 2 compliance or enterprise security requirements.
Currently at ~11% of 50K ceiling, but 3x YoY growth will eventually hit Airtable limits.
While invoice parsing is automated via Unstract, many other workflows remain manual.
Airtable API constraints limit integration possibilities with enterprise systems.
At 3x YoY growth, Contacts table (5,523 → 16K → 50K) hits ceiling in ~2-3 years.
At 3x YoY growth, capacity becomes a constraint in 2-3 years. Modernizing now avoids emergency migration later.
Replicate current functionality on enterprise-grade platform
vigilis.sociumit.com
vigilis.sociumit.comDedicated subdomain for Vigilis platform with security isolation
| Layer | Current | Proposed | |
|---|---|---|---|
| Database | Airtable | PostgreSQL (Supabase) | |
| Auth | Basic | Supabase Auth + RLS | |
| AI Invoice Parsing | Unstract | Unstract (keep) | |
| Hosting | Shared | Vercel Edge |
Unstract integration remains unchanged - AI invoice parsing is already working
8-12 weeks for core architecture and full data migration
Includes rebuilding all 21 features on enterprise-grade infrastructure
New capabilities beyond the current platform, each with individual LOE
| Feature | Description | LOE |
|---|---|---|
SSO Integration | Enterprise SSO (SAML/OIDC) for client security requirements | S |
Enhanced Anomaly Detection | ML-based billing variance detection beyond simple thresholds | M |
Contract Risk Scoring | AI analysis of contract terms to flag unfavorable clauses | M |
Natural Language Queries | "What was AT&T spend last Q?" - Ask questions in plain English | L |
AI Summary Reports | Executive insights with MoM comparison, auto-generated narratives | M |
Zero-Use Service Detection | Automatically find services being paid for but not used | S |
Predictive Spend Forecasting | Budget planning with historical trend analysis | M |
Budget Tracking | Financial planning, budget vs. actual tracking | M |
Savings Dashboard | Real-time ROI and savings visualization | S |
Self-Service Client Portal | Direct client access to their data and reports | L |
Enterprise SSO (SAML/OIDC) for client security requirements
ML-based billing variance detection beyond simple thresholds
AI analysis of contract terms to flag unfavorable clauses
"What was AT&T spend last Q?" - Ask questions in plain English
Executive insights with MoM comparison, auto-generated narratives
Automatically find services being paid for but not used
Budget planning with historical trend analysis
Financial planning, budget vs. actual tracking
Real-time ROI and savings visualization
Direct client access to their data and reports
10 features requested
Note: These are NEW capabilities. AI invoice parsing via Unstract is already working and not included here.
Market context and recommended additions to compete
| Capability | Tangoe | Calero | Brightfin | Valicom | Vigilis 2.0 |
|---|---|---|---|---|---|
| AI Invoice Processing | Limited | ||||
| Natural Language Query | Roadmap | ||||
| Anomaly Detection | |||||
| Contract Management | |||||
| Provider E-bonding | |||||
| Mobile App / PWA | |||||
| SOC 2 Certified | Roadmap |
Note: Vigilis AI Invoice Processing uses Unstract (LLM-based extraction) - already operational
| Enhancement | Why It Matters | LOE |
|---|---|---|
Provider E-bonding Real-time data sync with AT&T/Verizon/Lumen | Real-time data reduces manual entry and improves accuracy | XL |
Mobile PWA On-the-go access to key metrics | Executives expect mobile access to dashboards | M |
SOC 2 Certification Enterprise sales requirement | Required for enterprise procurement approval | L |
Automated Dispute Filing Faster money recovery | Reduces time to recover billing errors | L |
Agentic Workflows Autonomous task completion with approvals | Next-gen automation for operational efficiency | XL |