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Continua AI vs pirol

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Continua AI compared with pirol
DetailContinua AI logo Continua AIpirol logo pirol
What it doesAgentic investigation workspace for professionals working with large document collections AI lab researching human-agentic interaction and building tools for people and agents to work together
StageNot given Not given
FoundedNot given Not given
Based inNot given DE
Pricing modelNot given Freemium
PricingFree with pay-as-you-go option. Pro plan: $49/month with 20 credits. Team plan: $99 per user per month with 20 credits per user. Enterprise: Custom pricing. Pirol AI: Buy budget starting from €20 with no subscription or expiration; priced per model from €0.62/1M output tokens for Pirol AI's blended rate. GLM-5.3-Flash: €0.19 input, €0.62 output per 1M tokens. DeepSeek V4.1 Flash: €0.40 input, €1.59 output per 1M tokens. GLM-5.3: €1.47 input, €5.45 outpu
Key features
  • 1 billion context window to analyze very large document sets
  • Complete-record analysis without retrieval blind spots
  • Shared data room for team collaboration and investigation
  • Agent-native artifacts for reports, spreadsheets, and presentations
  • Exact-page citations linking findings to source documents
  • Preserve and display conflicting information from sources
  • Zero document retention for temporary tasks
  • HIPAA-ready workflows for healthcare investigations
  • Desktop app for local AI agents
  • Automatic CRM, ERP, HR software creation
  • Available for macOS and Windows
  • EU-hosted models with OpenAI-compatible API
  • Company as Code markdown standard
  • Model selection and routing
  • Multiple model options including vision
  • No subscription required
  • Budget does not expire
What makes it different
  • Complete-record reasoning across all uploaded files rather than retrieval-based Q&A with blind spots
  • Professional-grade evidence standards with citations preserved through investigation
  • Zero document retention and no use of customer data for AI model training
  • Persistent Projects for recurring investigations of the same documents
  • Flexible investigation criteria to control what to find and how to present results
  • All processing stays on your machine with no cloud uploads required
  • Agents can be trusted with sensitive work because they are predictable and observable
  • European hosting and data sovereignty
  • Open-source Company as Code standard for describing organizations
  • Model router picks best model per task
Community votes00
DR (Domain Rating by Ahrefs)25 +12 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)240
Citation Flow (Majestic)3325
Referring domains (Majestic)15834

4 details filled in for both companies.

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