Lean Canvas

ResearchFlow AI

Problem

Core User Problem:

The complexity and immense time required to create deep, comprehensive analytical reports. This is a bottleneck in research and decision-making.

Shortcomings of Existing Solutions:

  • Lack of transparency and limited control over AI tools ("black boxes").
  • Tendency of single LLMs to "hallucinate" and lack of cross-verification.
  • Difficulty in transforming scattered ideas and notes into coherent documents.

Solution

  • Hybrid System: Combines multi-agent orchestration (LLM) with hard-coded algorithms for structural control.
  • Fully Automated Reports: Customizable reports (2-200+ pages) with support for uploading proprietary materials.
  • Multi-Agent Verification: AI agents challenge and cross-verify each other's findings, with source citations.

Key Metrics

  • Number of early access sign-ups.
  • Conversion rate (free -> paid).
  • Average number of reports per active user.
  • Engagement rate (frequency of use, depth of customization).

Unique Value Proposition

Intelligent research reports that think like analysts and act like teams. Transform any complex query or scattered notes into a professional, structured, and verified report in minutes.

Channels

  • Landing page (direct traffic).
  • Social media and communities (Telegram, GitHub, X).
  • Content marketing (blog, case studies).

Customer Segments

  • Startups and entrepreneurs.
  • Research and corporate teams.
  • Academics (researchers, students).
  • Government and policy analysts.
  • Consultants.

Unfair Advantage

  • Proprietary Orchestration Engine: Dynamically coordinates multiple AI agents and applies hard-coded algorithms to ensure accuracy and structure.
  • Synergy of LLM Flexibility and Architectural Reliability: Combines creativity and synthesis with control over structure, validation, and formatting.

Cost Structure

  • API costs for third-party LLMs (OpenAI, Anthropic, etc.).
  • Development and maintenance costs for the orchestration engine.
  • Team salaries.
  • Hosting and infrastructure costs.
  • Marketing and sales expenses.

Revenue Streams

  • SaaS Subscription (Freemium Model):
    - Starter (Free)
    - Professional ($49/mo)
    - Team ($199/mo)
  • Enterprise (Custom): Custom solutions, including white-labeling and dedicated support.
  • API Access for corporate clients.