Multi-agent AI simulations generate predictive reports from any document or prompt.
Product memo
Targets researchers and analysts who need to simulate complex social dynamics and predict outcomes from diverse inputs like policy drafts or market signals. Its wedge is the multi-agent swarm intelligence and GraphRAG approach, offering emergent behavior beyond single-model LLMs. This allows for deeper, more nuanced scenario exploration than traditional prediction tools, carving out a specialized niche against broader AI platforms.
For who
Researchers, analysts, and teams exploring AI scenario prediction
Solves what
Runs multi-agent prediction simulations from documents and prompts to generate structured reports.
- Multi-agent LLM simulations
- GraphRAG knowledge graphs
- Structured prediction reports
In their own words
MiroFish AI:
prediction simulations.
Turn seed documents, market signals, policy drafts, or plain scenario prompts into seed → simulation → report workflows.
Commercial cues
Model
subscription
Free tier
No
Trial
No
Starter
Basic prediction reports · Text file seed uploads
Pro
Popular$174/yr
Advanced structured reports · PDF, MD, TXT seed uploads · Full REST API access
Enterprise
CustomWhite-label deployment · On-premise / private cloud · Custom LLM model integration
Pricing Strategy
A tiered SaaS model with a clear progression from individual exploration to enterprise scale, incentivizing annual commitments with a 50% discount.
- • The $9/month Starter tier acts as a low-friction entry point, allowing individual researchers to experiment without significant upfront cost.
- • The Pro tier, priced at $14.50/month with an annual discount, is anchored as the 'Most Popular' option, capturing serious users with a clear value proposition.
- • The $59/month Enterprise tier offers unlimited scale and custom integrations, targeting high-value clients with complex needs and larger budgets.
Operator context
Founded
May 2026
Social / footprint
and 1 more
Builder Strategy
- Strategy Type
- Niche Specialist
- Stage
- Bootstrapped Lean
- Effort
- Small Team
Targets analysts and researchers with a niche AI simulation tool, offering tiered SaaS and self-hosting options.
Unfair Advantages
-
Proprietary Data Unique multi-agent swarm intelligence and GraphRAG approach
-
Unorthodox Pricing Flat monthly pricing for Pro tier, undercutting potential per-simulation costs
Builder Lesson
Focus on a complex AI niche (multi-agent simulation) and offer both SaaS and self-host options to capture diverse user needs.
Full Reasoning
Wins by focusing on a complex AI niche—multi-agent simulation—that few can replicate. The wedge is combining swarm intelligence with GraphRAG for emergent behavior, appealing to sophisticated users who demand more than basic LLM outputs. Offering both SaaS and self-host caters to different security and scalability needs, broadening its market. Builders should learn to own a deep technical moat in AI rather than building a thin wrapper; the complexity here is the defensibility.
About MiroFish AI Expand
MiroFish AI is an advanced platform designed for researchers, analysts, and teams exploring the intricate world of AI scenario prediction. It allows users to turn seed documents, market signals, policy drafts, or plain scenario prompts into comprehensive simulation workflows that generate structured reports. Unlike generic AI tools, MiroFish AI specializes in multi-agent simulation, leveraging a sophisticated engine that includes GraphRAG knowledge graphs. This unique combination enables the platform to model complex interactions and predict emergent behaviors that single-model LLMs often miss.
The platform's core strength lies in its ability to provide deeper, more nuanced scenario exploration, making it invaluable for strategic planning and risk assessment. With flexible pricing tiers starting at just $9/month, MiroFish AI offers accessibility for individual explorers while scaling up to enterprise-level needs with custom integrations and API access. It stands out by offering a powerful, specialized solution for a critical, high-value problem: understanding and forecasting complex futures with AI-driven precision.