Repository Structure:
- Move files from cluttered root directory into organized structure
- Create archive/ for archived data and scraper results
- Create bugulma/ for the complete application (frontend + backend)
- Create data/ for sample datasets and reference materials
- Create docs/ for comprehensive documentation structure
- Create scripts/ for utility scripts and API tools
Backend Implementation:
- Implement 3 missing backend endpoints identified in gap analysis:
* GET /api/v1/organizations/{id}/matching/direct - Direct symbiosis matches
* GET /api/v1/users/me/organizations - User organizations
* POST /api/v1/proposals/{id}/status - Update proposal status
- Add complete proposal domain model, repository, and service layers
- Create database migration for proposals table
- Fix CLI server command registration issue
API Documentation:
- Add comprehensive proposals.md API documentation
- Update README.md with Users and Proposals API sections
- Document all request/response formats, error codes, and business rules
Code Quality:
- Follow existing Go backend architecture patterns
- Add proper error handling and validation
- Match frontend expected response schemas
- Maintain clean separation of concerns (handler -> service -> repository)
10 KiB
Product Offerings & Value Propositions
Overview
Turash delivers value through three core product categories: resource matching, business discovery, and compliance/reporting. Each product is designed to address specific industrial symbiosis challenges while creating measurable economic and environmental impact.
1. Core Resource Matching Products
Heat Match Report
Positioning: Technical and economic analysis for waste heat recovery opportunities.
Deliverable:
- Technical feasibility analysis with temperature compatibility (±10°C tolerance)
- Economic ROI calculations including payback periods (2-5 years)
- Geographic and infrastructure feasibility assessment
- CO₂ emissions avoided quantification
- Regulatory permit requirements checklist
Value Proposition:
- Average €5k-12k annual savings per successful connection
- 20-30% conversion rate from proposal to implementation
- Addresses 40-60% of industrial energy waste potential
Usage Patterns:
- Frequency: 1-2 matches per facility annually
- Implementation probability: ML-based scoring (0-100%)
- Status pipeline: Proposed → Accepted → Technical Review → Economic Analysis → Legal Review → Capex Planning → Implementation
Match Lifecycle & Status Tracking
Positioning: End-to-end project management for industrial symbiosis exchanges.
Key Features:
- Status Pipeline: Comprehensive tracking from initial proposal through operational phase
- Blocked Deal Intelligence: Structured analysis of stalled/capex issues, legal concerns, and implementation barriers
- Success Probability Scoring: ML-driven implementation likelihood prediction
- Failure Learning: Systematic capture of non-implementation reasons to improve matching algorithm
Value Creation:
- Platform earns on intent, not just success
- Data-driven improvement of matching accuracy
- Reduced transaction friction through structured processes
Industrial Symbiosis Zone Map
Positioning: Geographic optimization for multi-party resource networks.
Deliverable:
- Interactive visualization of recommended industrial clusters
- Multi-party economic optimization using MILP algorithms
- Shared infrastructure cost-benefit analysis (district heating, water treatment)
- Cluster formation recommendations based on resource complementarity
Value Proposition:
- Multi-facility optimization vs. pairwise matching
- 15-25% additional value through shared infrastructure
- Municipal policy support and new facility siting guidance
Revenue Model: Premium feature in Business/Enterprise tiers with municipal licensing potential.
2. Business Discovery Products
Local Partners Feed
Positioning: Real-time B2B opportunity discovery within industrial ecosystems.
Features:
- Proximity-based business directory
- Resource capabilities mapping
- Service provider marketplace integration
- Non-resource opportunity matching (suppliers, customers, partners)
Value Proposition:
- €5k-15k annual soft value through improved business relationships
- 85% of platform engagement occurs here
- Network effects driver for paid tier conversion
Engagement Metrics:
- Daily usage by 70% of active users
- Primary driver of organic growth and word-of-mouth referrals
Supplier Network Map
Positioning: Context-aware B2B discovery with relationship visualization.
Features:
- Graph-based supplier network visualization
- Supply chain risk analysis and diversification recommendations
- Alternative supplier identification
- Relationship strength and reliability scoring
Value Proposition:
- Procurement optimization and supplier risk mitigation
- Strategic supplier network management
- Competitive advantage through enhanced supply chain resilience
Target Users: Procurement managers, operations directors, supply chain executives.
Service Match Dashboard
Positioning: Professional service provider connections for industrial operations.
Features:
- Service provider profiles with ratings and reviews
- Availability scheduling and booking integration
- Service history and performance tracking
- Quality and reliability metrics
Service Categories:
- Maintenance and technical services
- Engineering and consulting
- Environmental and compliance services
- Specialized industrial services
Value Proposition:
- Quality service provider discovery
- Cost optimization through competitive bidding
- Emergency service access and rapid response capabilities
Revenue Model: 10-20% commission on service transactions + subscription access fees.
3. Compliance & Reporting Products
ESG Impact Report (MRV-Compliant)
Positioning: Auditable circularity and sustainability metrics for regulatory compliance.
Core Calculators:
- Heat Recovery: GHG Protocol-compliant CO₂ avoidance (€/t CO₂ = 0.000089 × heat_kWh × grid_intensity_factor)
- Material Reuse: ISO 14064 waste diversion tracking with double-counting prevention
- Water Recycling: EU Water Framework Directive compliance metrics
Compliance Features:
- Audit Trail: Complete source data, calculation formulas, and assumption documentation
- Double-Counting Prevention: Attribution tracking (company/city/platform)
- Sign-off Process: Self-certification with third-party verification options
- Regulatory Alignment: CSRD, EU Taxonomy, and GHG Protocol compliance
Value Proposition:
- Regulatory compliance risk reduction
- Competitive positioning through demonstrated circularity commitment
- Grant application support with auditable metrics
Revenue Model: Included in Business/Enterprise tiers (+15-20% ARPA uplift) with premium add-on for Basic tier.
Carbon Accounting API (Informational)
Positioning: Planning and internal reporting estimates for carbon reduction initiatives.
Features:
- Real-time CO₂ savings estimates from resource exchanges
- Calculation methodology transparency
- Benchmarking against industry averages
- Trend analysis and forecasting capabilities
Regulatory Position:
- Explicitly informational/unverified
- Partners handle verification for official credits
- Clear disclaimers about estimation nature
Usage Cases:
- Internal planning and decision-making
- Preliminary grant applications
- Trend analysis and goal setting
- Benchmarking and peer comparison
Revenue Model: €5-15/t CO₂ calculation fee with referral fees for verification partners.
Regulatory Compliance Dashboard
Positioning: Comprehensive tracking of permits, certifications, and regulatory requirements.
Features:
- Permit expiration tracking and renewal reminders
- Industry-specific regulatory requirement mapping
- Compliance status reporting and gap analysis
- Document management and audit preparation
Value Proposition:
- Risk mitigation through proactive compliance management
- Reduced regulatory fines and penalties
- Operational efficiency through automated tracking
Target Users: Operations managers, compliance officers, environmental managers.
4. Shared OPEX Products
Shared OPEX Report
Positioning: Group buying opportunities for recurring operational costs.
Features:
- Consolidated service provider quotes
- Volume discount negotiation coordination
- Split billing and payment processing
- Multi-facility cost optimization
Service Categories:
- Waste collection and disposal
- Maintenance and service contracts
- Utility procurement (energy, water)
- Insurance and risk management
Value Proposition:
- 10-20% cost reduction through volume purchasing
- Reduced administrative burden through coordinated procurement
- Access to better pricing through aggregated demand
Revenue Model: 3-5% commission on deal value + subscription access fees.
5. Product Monetization Strategy
Freemium Architecture
Free Tier Purpose:
- Network effects driver (70% of total users)
- Organic growth through word-of-mouth
- Value demonstration and proof-of-concept
- Conversion funnel entry point
Paid Tier Value Ladders:
- Basic Tier: Core resource matching and ROI analysis
- Business Tier: Advanced analytics, service marketplace, facilitator support
- Enterprise Tier: White-label, custom integrations, dedicated support
Outcome-Based Revenue
Transaction Fee Alignment:
- Lead fees earned on introduction facilitation
- Success fees earned on implementation completion
- Commission-based service marketplace revenue
- Outcome alignment ensures platform success incentives
Municipal Value Capture
Public Dashboard Strategy:
- City-wide resource flow visualization
- Policy support and economic development tools
- CO₂ tracking and sustainability metrics
- Free access drives business adoption and engagement
6. Product Development Priorities
Phase 1: Core Matching (Year 1)
- Heat exchange matching engine
- Basic economic calculations
- Partner introduction facilitation
- Essential compliance reporting
Phase 2: Ecosystem Expansion (Year 2)
- Multi-resource matching (water, waste, materials)
- Service marketplace and facilitator network
- Advanced analytics and scenario planning
- Municipal dashboard and licensing
Phase 3: Enterprise Scale (Year 3)
- White-label and custom integrations
- Advanced compliance and MRV features
- Multi-site management capabilities
- API ecosystem and third-party integrations
7. Success Metrics by Product
Resource Matching
- Match Quality: 25-35% implementation rate
- Economic Value: €5k-12k average savings per match
- Time to Implementation: 3-6 months average
Business Discovery
- Engagement Rate: Daily usage by 70% of active users
- Conversion Value: €5k-15k annual relationship value
- Network Density: 60%+ local clustering within 5km radius
Compliance & Reporting
- Adoption Rate: 80%+ of Business/Enterprise customers
- Audit Success: 100% verification pass rate
- Value Capture: 15-20% ARPA uplift from compliance features
Product offerings designed around industrial symbiosis realities: complex, high-value exchanges requiring technical, economic, and regulatory support.