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base repository: DataFog/datafog-python
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compare: research/gliner-integration-analysis
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Commits on May 29, 2025

  1. docs(gliner): comprehensive research documentation and strategic anal… 

    …ysis

Added complete GLiNER research documentation suite covering strategic pivot from speed-focused to accuracy-focused positioning:

Research Documents:
• gliner_accuracy_analysis.md - Reframed analysis for 90% F1 score in API/pipeline use cases
• gliner_pipeline_implementation_guide.md - 4-phase technical implementation roadmap
• gliner_architecture_design.md - Detailed system architecture and component design
• gliner_competitive_analysis.md - Market positioning strategy vs Microsoft, AWS, Google
• gliner_research_summary.md - Executive summary consolidating all findings
• gliner_context.md & gliner_research_instructions.md - Research context and methodology

Key Strategic Findings:
• GLiNER 90% F1 score enables accuracy-first market positioning
• Perfect fit for API endpoints and document transfer pipelines
• 200ms processing negligible vs network latency in target use cases
• Competitive advantage over Presidio (85%), Comprehend (80%), DLP (85%)
• Opens opportunities in compliance-critical verticals (healthcare, finance, legal)

Implementation Strategy:
• Phase 1: Core integration with optional extras (weeks 1-2)
• Phase 2: API optimization and monitoring (week 3)
• Phase 3: Production readiness and A/B testing (week 4)
• Phase 4: Customer validation and market launch (weeks 5-6)

Updated .gitignore to properly include research documentation while excluding temporary files.

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>
    @sidmohan0 @claude
    sidmohan0 and claude committed May 29, 2025
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