Product Roadmap

Foundation

• Core cost estimation engine with Ollama + Llama 3.1
• 32 specialized AI agents for multi-perspective analysis
• Full Cycle 4-round consensus protocol
• SAM.gov integration for contract search and import

Collaboration

• Agent marketplace for community-built agents
• Team collaboration and shared knowledge bases
• Advanced analytics dashboard and bid tracking
• Enhanced reporting with PDF/DOCX templates

Expansion

• Mobile companion app for on-the-go bid monitoring
• REST API access for workflow integrations
• Bulk contract processing and batch analysis
• Multi-NAICS code support and cross-industry analysis

Enterprise

• Enterprise features with SSO and audit logging
• On-premise deployment for large organizations
• Custom model fine-tuning on your contract history
• White-label and OEM licensing options