An automated market research platform that simulates board meetings to evaluate business ideas. Industry-specific AI personas assess commercial viability across different countries, answering the core question: "Where is the money?"
How the System Works
The platform orchestrates a sophisticated workflow that transforms product specifications into actionable market intelligence through AI-powered persona consultations.
Load Product Data
Reads detailed platform specifications and country configurations
Market Research
Gathers real-time industry trends and regulations via web search
Persona Consultation
10-15 industry experts evaluate platform from their perspective
Strategic Report
Synthesises feedback into ranked opportunities and recommendations
Flexible Market Intelligence
What the System Identifies
Configure any country and industry personas to match your research needs. The system identifies:
- Industries with urgent, paying problems the platform solves
- Specific features and datasets customers demand
- Local data sources and acquisition strategies
- Go-to-market priorities ranked by commercial opportunity
Output Reports Include
Customize report structure and depth to your requirements. Standard outputs include:
- Top 3 sectors ranked by potential
- Must-pay customer profiles
- Killer features and data requirements
- Strategic recommendations for market entry
Countries
Any countries you configure—Scotland, Sweden, and Finland included as examples
Personas
Define as many industry experts as needed per country
Report Sections
Fully customizable report structure and analysis depth
Customizable Industry Personas
Define any industry expert persona you need. Each country's configuration is fully customizable—add, remove, or modify personas to match your specific market research requirements. These examples show the diversity possible across different sectors.
Forestry & Compliance
Metsä Group evaluates EUDR compliance and timber traceability solutions
Arctic Shipping
Oulu logistics specialist assesses SAR ice data and navigation integration
Renewable Energy
Wind power planner examines shadow flicker analysis and cadastral data
Critical Infrastructure
Olkiluoto nuclear safety officer reviews subsurface 3D modelling capabilities
Technology Stack
LangGraph Orchestrator
State machine managing workflow execution across research phases
Latest LLMs
Powers persona simulation, analysis, and report generation
Tavily API
Real-time web search for market research and data source discovery
Python-docx Export
Generates professional Word documents with markdown parsing
The system uses GPT-4 Turbo with temperature 0.8 for diverse persona perspectives, whilst macro research and synthesis employ temperature 0.5 for consistent strategic analysis.
Finland: 15 Industry Personas
Finnish personas reflect the nation's unique challenges: Arctic conditions, EU compliance pressures, and the balance between industrial development and pristine nature.
Metsä Group Procurement Manager
Navigate EUDR compliance and climate-adaptive forestry operations
Arctic Shipping Logistics Specialist (Oulu)
Maintain goods flow through ice-covered Bothnian Bay
Finnish Border Guard Infrastructure Planner
Secure 1,340 km eastern border against hybrid threats
Peatland Transition Specialist
Balance renewable energy with LULUCF carbon deficit solutions
Forum Virium Helsinki Digital Twin Lead
Build semantic, open-source city operating system
Olkiluoto Nuclear Power Plant Safety Officer
Ensure reactor and Onkalo repository safety
Visit Lapland Sustainability Coordinator
Prevent over-tourism in fragile Arctic nature
SYKE Hydrologist
Monitor 187,888 lakes for water quality and eutrophication
Finnish Forest Centre Advisor
Support 600,000 private forest owners with Metsään.fi ecosystem
Wind Power Planner (Ostrobothnia)
Secure social license for wind farms in saturated market
Critical Minerals Mining Engineer
Develop battery minerals meeting strict environmental standards
Data Center Site Selection Manager
Find optimal locations for hyperscale facilities
Precision Agriculture Advisor (ProAgria)
Maximize yields in short growing season with CAP compliance
VR Group Infrastructure Planner
Maintain 6,000km of track through extreme winters
Municipal Emergency Preparedness Coordinator
Ensure civil defense and hybrid threat readiness
Sweden: 10 Industry Personas
Swedish personas represent the nation's industrial transformation, from traditional forestry and mining to green steel and digital infrastructure.
Forestry Operations Manager (Sveaskog)
Optimize sustainable timber harvest with strict environmental regulations
Mining Infrastructure Engineer (Kiruna)
Ensure structural safety in underground mines during city relocation
Green Steel Project Lead (H2 Green Steel)
Build hydrogen-based steel plant with complex permitting and grid connections
Vattenfall Hydropower Dam Safety Inspector
Monitor dam stability and watershed runoff for power generation
Stockholm City Urban Planner
Manage rapid growth while preserving green spaces and improving transport
Sami Reindeer Herder (Norrbotten)
Protect traditional grazing lands from industrial encroachment
Lantmäteriet GIS Specialist
Maintain national property register and provide accurate cadastral data
Baltic Sea Offshore Wind Developer
Navigate crowded Baltic waters for large-scale wind farms
Port of Gothenburg Logistics Coordinator
Ensure smooth flow of goods through Scandinavia's largest port
Commercial Real Estate Investor (Malmö/Lund)
Invest in high-growth properties with ESG compliance
Scotland: 10 Industry Personas
Scottish personas span renewable energy, traditional industries, and infrastructure challenges unique to the Highlands and Islands.
Offshore Wind Project Director (ScotWind)
Maximize energy yield while navigating ScotWind licensing and environmental constraints
Whisky Distillery Operations Manager (Speyside)
Protect water source purity and optimize export logistics on rural roads
Peatland Restoration Verifier (Highlands)
Validate peat depth and moisture for Carbon Code credits remotely
Scottish Water Infrastructure Planner
Predict pipe bursts and manage sewage overflow during heavy rain
Salmon Farming Site Manager (West Coast)
Track sea lice currents and algae blooms to protect fish stocks
Highland Tourism Board Strategist
Manage NC500 chaos and balance visitor revenue with infrastructure capacity
Commercial Property Developer (Glasgow/Edinburgh)
Find brownfield sites complying with strict NPF4 planning framework
Hill Farmer / Crofter (Borders)
Prove land eligibility for subsidies and manage grazing on dangerous terrain
Flood Risk Underwriter (Insurance)
Price risk accurately for homes facing sea level rise and Atlantic storms
Forestry Scotland Land Agent
Balance timber extraction with environmental protection and road logistics
Datafuchs Market Research System