TapPass vs CalypsoAI.
CalypsoAI provides enterprise AI security dashboards. TapPass is developer-first with drop-in integration, pipeline-as-code, self-hosted, EU-built.
TapPass vs CalypsoAI
| Capability | TapPass | CalypsoAI |
|---|---|---|
| PII detection & redaction | ✓ Comprehensive, with tokenisation | ✓ Data loss prevention |
| Prompt injection defence | ✓ Multi-layer + indirect + tool | ✓ Prompt security scanning |
| Policy management | ✓ Pipeline-as-code (YAML) + API + UI | ✓ Dashboard-driven policies |
| Audit trail | ✓ Hash-chained, tamper-evident | ✓ Logging & reporting |
| Tool / function call governance | ✓ Permissions, scanning, zones | ◐ Limited tool awareness |
| Session-scoped taint tracking | ✓ Cross-request detection | ✗ Not available |
| Developer SDK | ✓ Python + TypeScript, drop-in setup | ✗ Dashboard-first |
| Pipeline-as-code | ✓ YAML export/import, Git-friendly | ✗ GUI configuration |
| Self-hosted deployment | ✓ Docker + Helm, air-gapped | ◐ On-premise available |
| Free tier | ✓ Free to start | ✗ Enterprise pricing only |
| EU-headquartered | ✓ Belgium 🇧🇪 | ✗ US-based |
Dashboard-first vs. developer-first
CalypsoAI: enterprise dashboard
Designed for enterprise security teams. GUI-driven configuration. Integration requires coordination between security and engineering teams.
TapPass: developer-first
Drop-in integration. Pipeline-as-code (YAML). Dashboard for monitoring. CISO configures the pipeline, developer integrates the SDK with minimal friction.
EU data sovereignty
TapPass is built in Belgium, designed for EU regulations, with self-hosted deployment. CalypsoAI is US-based.
Enterprise governance without enterprise complexity.
This comparison is about scope, not quality. Detection tools do detection well. TapPass is the layer that decides what an agent may do, holds the calls that need a person, and leaves a record you can hand to an auditor. If you already run CalypsoAI, TapPass sits in front of it rather than replacing it.