Development Roadmap

Established the technical foundation and architecture for the platform. Defined the intelligence-packs system design, chose the technology stack, and created development standards to ensure rapid, sustainable development.

Building the foundational CLI platform. To ensure long-term scalability, we prioritized a significant platform redesign, slightly extending the MVP timeline. This investment in our architecture enables a more robust, extensible, and high-performance system for future growth.

Engineering calculation automation intelligence-packs that replaces spreadsheets and reference manuals with intelligent CLI commands. Provides instant stress analysis, torque calculations, unit conversions, material property lookups, and fastener selection—supporting both SI and Imperial units for mechanical design workflows.

Interactive problem-solving assistant using Socratic questioning to help developers and professionals think through challenges. Demonstrates the platform's conversational AI capabilities and shows how intelligence packs can facilitate reflective thinking rather than just providing answers.

A conversational agent to help customers scope new intelligence-packs ideas. This tool streamlines the intelligence-packs creation process by translating user needs into initial technical specifications, accelerating development and ensuring features align with user expectations. Currently in testing with initial customers.

Sophisticated financial market analysis intelligence-packs showcasing real-time data integration, personalized portfolio analysis, and automated reporting. Demonstrates the platform's ability to handle complex data workflows, integrate with external APIs, and deliver valuable insights through simple commands.

Transform email chaos, calendar conflicts, and task overload into organized productivity. The AI assistant handles scheduling optimization, drafts email responses, prioritizes work based on goals, and prepares meeting briefings—demonstrating the platform's ability to automate and enhance personal productivity workflows.

Personalized learning paths powered by AI that adapt to individual pace, style, and goals. Interactive lessons with real-time feedback, progress tracking, and multi-modal learning demonstrate how the platform can democratize education and skill development through intelligent tutoring.

Launch controlled beta program to validate product-market fit with early adopters. Gather detailed feedback on core platform and initial intelligence packs to refine user experience, fix bugs, and optimize performance before public launch. Focus on understanding which intelligence-packs types resonate most with users.

Build marketplace infrastructure enabling third-party developers to create, publish, and share Intelligence Packs. This is the key differentiator - creating an ecosystem where the community extends platform capabilities. Developers can build specialized intelligence services for niche use cases we haven't imagined.

Launch sophisticated Intelligence Packs demonstrating the platform's capability to handle complex, specialized workflows. Multi-Agent Orchestration enables distributed intelligence for research tasks, while Healthcare Administrative Intelligence showcases industry-specific automation—both highlighting the platform's B2B potential and technical differentiation.

Public launch with polished user experience and production-ready infrastructure. Make the platform available to anyone who wants to leverage AI-powered intelligence services. Focus on clear value demonstration and smooth onboarding to convert visitors into engaged users.

Grow the intelligence-packs ecosystem with both first-party and third-party Intelligence Packs spanning diverse use cases. Demonstrate the platform's versatility and the power of community-driven intelligence services. Each new intelligence-packs category attracts a new user segment and creates network effects.