Market Pain Points
Why founders struggle to get credible validation at the speed of their market.
- High, front‑loaded research costs (typical agency quotes of $15K–$50K) with unclear ROI.
- Slow cycles: insights arrive after the opportunity window closes.
- Generic AI advice lacks methodological rigor and is hard to trust.
- Evidence is fragmented across interviews, surveys, and public data—difficult to synthesize.
- Privacy and compliance concerns create friction and stall exploration.
Our Approach to Validation
Hypothesis-driven research powered by the proprietary Navigator Protocol.
Protocol-Driven Logic
The Navigator Protocol decomposes ideas into falsifiable assumptions, mapping risks across market, competition, and urgency before any code is written.
Traffic Light Status
Real-time risk scoring (Red/Yellow/Green) provides clear, unambiguous signals on idea viability and investment readiness.
Brutal Honesty Layer
Utilizing LLM-as-a-Judge patterns to provide high-integrity, un-biased critical assessments that mimic a top-tier VC pitch review.
Founder-Centric Roadmaps
Outputs are translated directly into prioritized validation tasks, ensuring speed to data is the founder's primary advantage.
Team Bios
Experienced operators and researchers building practical AI for validated decisions.
Founder / Lead Researcher
Quant + qual background, 10+ years in evidence synthesis and product validation. Prior roles in analytics and grant writing.
AI Systems
Applied LLMs, workflow automation, data pipelines. Focus on reliability, evaluation, and cost/performance trade‑offs.
Advisors
Domain experts across methodology, product, and commercialization. Formal advisor roster in progress.
Tech Stack & IP Highlights
High-performance hybrid architecture and proprietary validation logic.
- Hybrid Backend: High-concurrency Go orchestrator for real-time traffic, integrated with a sophisticated Python AI brain for deep research synthesis.
- Progressive Frontend: Fast, reactive Vue 3 dashboard leveraging Pinia for persistent state management during the founder's validation journey.
- Proprietary IP: The Navigator Protocol—a multi-stage research and planning framework that systematically de-risks early-stage ventures.
- Auditable Rigor: Evaluation-first architecture utilizing LLM-as-a-Judge patterns to maintain un-biased, high-integrity research outputs.
- Scalable Data: Managed PostgreSQL via Neon DB with GORM for robust, secure data persistence across sessions.
Traction & Roadmap
Milestones, early signals, and what’s next.
Early Signals
- Waitlist signups from founders and small businesses
- Pilot engagements in research planning and funding support
- Positive feedback on prototype workflows and reporting
Near-Term Roadmap
- Closed beta with early users and structured feedback loops
- Automated literature synthesis + citation export
- Funding proposal assistant with review checklist and scoring
- Founders dashboard: progress tracking and validation metrics