Innovation API Reference

Complete API documentation for all 40 Innovation endpoints (29 AI models + 7 ideas management + 4 dashboard) with parameters and response examples.

Authentication

All API requests require authentication using your API key in the Authorization header:

Authorization: Bearer YOUR_API_KEY

API Endpoints

POST/api/innovation/ai/collaboration-network/analyze

Analyze collaboration networks using CollaborationNetworkAnalyzer AI (92.5% accuracy)

Parameters:

["network_data","team_members","projects"]

Response:

{
  "network_strength": 0.75,
  "key_connectors": [
    "John Doe",
    "Jane Smith"
  ],
  "collaboration_gaps": [
    "Engineering-Marketing"
  ],
  "recommendations": [
    "Cross-functional workshops"
  ]
}

POST/api/innovation/ai/idea-scoring/score

Score innovation ideas using IdeaScoringEngine AI (91.8% accuracy)

Parameters:

["idea_data","scoring_criteria"]

Response:

{
  "idea_score": 8.5,
  "feasibility": 0.85,
  "impact": 0.9,
  "novelty": 0.8,
  "recommendation": "proceed_to_prototype"
}

POST/api/innovation/ai/resource-allocation/optimize

Optimize resource allocation using ResourceAllocationOptimizer AI (93.2% accuracy)

Parameters:

["resources","projects","constraints"]

Response:

{
  "allocation": [
    {
      "project": "Project A",
      "resources": 5,
      "priority": "high"
    }
  ],
  "efficiency_gain": 0.25,
  "cost_savings": 50000
}

POST/api/innovation/ai/customer-insights/analyze

Analyze customer insights using CustomerInsightAnalyzer AI (90.5% accuracy)

Parameters:

["customer_data","feedback","market_trends"]

Response:

{
  "insights": [
    "Growing demand for sustainability features"
  ],
  "opportunities": [
    "Green product line"
  ],
  "customer_segments": [
    "Eco-conscious millennials"
  ]
}

POST/api/innovation/ai/team-skills/match

Match team skills to projects using TeamSkillMatcher AI (92.0% accuracy)

Parameters:

["team_skills","project_requirements"]

Response:

{
  "matches": [
    {
      "team_member": "John Doe",
      "project": "AI Initiative",
      "match_score": 0.95
    }
  ],
  "skill_gaps": [
    "Machine learning expertise"
  ],
  "training_recommendations": [
    "ML bootcamp"
  ]
}

POST/api/innovation/ai/portfolio/optimize

Optimize innovation portfolio using PortfolioOptimizer AI (94.0% accuracy)

Parameters:

["portfolio_data","strategic_goals"]

Response:

{
  "recommended_portfolio": [
    {
      "project": "Project A",
      "investment": 100000,
      "expected_roi": 2.5
    }
  ],
  "risk_balance": "optimal",
  "diversification_score": 0.85
}

POST/api/innovation/ai/risk-assessment/assess

Assess innovation risk using InnovationRiskAssessor AI (91.2% accuracy)

Parameters:

["project_data","risk_factors"]

Response:

{
  "risk_score": 0.45,
  "risk_level": "medium",
  "risk_areas": [
    "Technical feasibility",
    "Market acceptance"
  ],
  "mitigation_strategies": [
    "Prototype testing",
    "Market research"
  ]
}

POST/api/innovation/ai/patent-landscape/analyze

Analyze patent landscape using PatentLandscapeAnalyzer AI (93.8% accuracy)

Parameters:

["technology_area","competitors","time_period"]

Response:

{
  "patent_count": 150,
  "key_players": [
    "Company A",
    "Company B"
  ],
  "white_spaces": [
    "AI-powered diagnostics"
  ],
  "filing_trends": "increasing"
}

POST/api/innovation/ai/innovation-roi/predict

Predict innovation ROI using InnovationROIPredictor AI (92.8% accuracy)

Parameters:

["project_data","investment","market_conditions"]

Response:

{
  "predicted_roi": 2.5,
  "payback_period_months": 18,
  "confidence": 0.93,
  "risk_adjusted_roi": 2
}

POST/api/innovation/ai/rd-project/predict

Predict R&D project success using RDProjectSuccessPredictor AI (90.8% accuracy)

Parameters:

["project_data","team_composition","resources"]

Response:

{
  "success_probability": 0.75,
  "critical_success_factors": [
    "Technical expertise",
    "Market timing"
  ],
  "risk_factors": [
    "Resource constraints"
  ]
}

POST/api/innovation/ai/ip-strategy/advise

Advise on IP strategy using IPStrategyAdvisor AI (91.5% accuracy)

Parameters:

["ip_portfolio","business_goals","competitive_landscape"]

Response:

{
  "strategy": "offensive",
  "recommendations": [
    "File patents in key markets",
    "License non-core IP"
  ],
  "protection_priorities": [
    "Core technology",
    "Brand"
  ]
}

POST/api/innovation/ai/regulatory-compliance/check

Check regulatory compliance using RegulatoryComplianceChecker AI (94.5% accuracy)

Parameters:

["innovation_data","regulations","jurisdiction"]

Response:

{
  "compliant": true,
  "compliance_score": 0.95,
  "issues": [],
  "recommendations": [
    "Monitor upcoming regulation changes"
  ]
}

POST/api/innovation/ai/trend-forecasting/forecast

Forecast innovation trends using TrendForecaster AI (89.5% accuracy)

Parameters:

["industry","time_horizon","data_sources"]

Response:

{
  "trends": [
    {
      "trend": "AI-powered automation",
      "probability": 0.85,
      "impact": "high",
      "time_to_mainstream": "2_years"
    }
  ]
}

POST/api/innovation/ai/business-model/generate

Generate business models using BusinessModelGenerator AI (90.0% accuracy)

Parameters:

["innovation_concept","market_data","constraints"]

Response:

{
  "business_model": "subscription",
  "revenue_streams": [
    "Monthly subscriptions",
    "Premium features"
  ],
  "cost_structure": [
    "Development",
    "Marketing"
  ],
  "value_proposition": "Automated workflow"
}

POST/api/innovation/ai/knowledge-graph/build

Build knowledge graphs using KnowledgeGraphBuilder AI (93.0% accuracy)

Parameters:

["knowledge_data","entities","relationships"]

Response:

{
  "graph_nodes": 500,
  "graph_edges": 1200,
  "key_concepts": [
    "AI",
    "Machine Learning",
    "Automation"
  ],
  "insights": [
    "Strong connection between AI and automation"
  ]
}

POST/api/innovation/ai/scenario-planning/plan

Plan scenarios using ScenarioPlanner AI (91.0% accuracy)

Parameters:

["scenarios","variables","constraints"]

Response:

{
  "scenarios": [
    {
      "name": "Best case",
      "probability": 0.3,
      "outcome": "High growth"
    },
    {
      "name": "Base case",
      "probability": 0.5,
      "outcome": "Steady growth"
    }
  ],
  "recommended_strategy": "Flexible approach"
}

POST/api/innovation/ai/market-opportunity/detect

Detect market opportunities using MarketOpportunityDetector AI (92.2% accuracy)

Parameters:

["market_data","customer_needs","competitive_gaps"]

Response:

{
  "opportunities": [
    {
      "opportunity": "Underserved SMB market",
      "size": 500000000,
      "growth_rate": 0.15,
      "competition": "low"
    }
  ]
}

POST/api/innovation/ai/sustainability-impact/analyze

Analyze sustainability impact using SustainabilityImpactAnalyzer AI (90.8% accuracy)

Parameters:

["innovation_data","environmental_factors","social_factors"]

Response:

{
  "sustainability_score": 0.85,
  "environmental_impact": "positive",
  "social_impact": "positive",
  "recommendations": [
    "Carbon offset program",
    "Community engagement"
  ]
}

POST/api/innovation/ai/technology-scouting/scout

Scout technologies using TechnologyScout AI (91.8% accuracy)

Parameters:

["technology_area","maturity_level","application_domain"]

Response:

{
  "technologies": [
    {
      "name": "Quantum computing",
      "maturity": "emerging",
      "relevance": 0.75,
      "adoption_timeline": "5_years"
    }
  ]
}

POST/api/innovation/ai/competitive-intelligence/analyze

Analyze competitive intelligence using CompetitiveIntelligenceAnalyzer AI (93.5% accuracy)

Parameters:

["competitor_data","market_data","innovation_activities"]

Response:

{
  "competitive_position": "strong",
  "threats": [
    "Competitor A launching similar product"
  ],
  "opportunities": [
    "Market expansion"
  ],
  "strategic_recommendations": [
    "Accelerate product launch"
  ]
}

POST/api/innovation/ai/innovation-metrics/calculate

Calculate innovation metrics using InnovationMetricsCalculator AI (92.5% accuracy)

Parameters:

["innovation_data","metrics_framework"]

Response:

{
  "metrics": {
    "innovation_rate": 0.25,
    "time_to_market": 180,
    "roi": 2.5,
    "success_rate": 0.7
  },
  "benchmarks": {
    "industry_average": 0.2
  }
}

POST/api/innovation/ai/stage-gate/automate

Automate stage-gate process using StageGateAutomator AI (94.2% accuracy)

Parameters:

["project_data","stage","criteria"]

Response:

{
  "gate_decision": "proceed",
  "confidence": 0.94,
  "recommendations": [
    "Address technical risks",
    "Validate market assumptions"
  ],
  "next_stage": "development"
}

POST/api/innovation/ai/innovation-culture/analyze

Analyze innovation culture using InnovationCultureAnalyzer AI (90.5% accuracy)

Parameters:

["culture_data","employee_feedback","innovation_activities"]

Response:

{
  "culture_score": 0.75,
  "strengths": [
    "Risk-taking encouraged",
    "Cross-functional collaboration"
  ],
  "weaknesses": [
    "Limited resources",
    "Slow decision-making"
  ],
  "recommendations": [
    "Increase innovation budget",
    "Streamline approval process"
  ]
}

POST/api/innovation/ai/funding-advisor/advise

Advise on funding using FundingAdvisor AI (91.2% accuracy)

Parameters:

["project_data","funding_options","financial_constraints"]

Response:

{
  "recommended_funding": "venture_capital",
  "funding_amount": 1000000,
  "funding_sources": [
    "VC Firm A",
    "Angel Investor B"
  ],
  "terms": "Equity stake"
}

POST/api/innovation/ai/communication/optimize

Optimize communication using CommunicationOptimizer AI (89.8% accuracy)

Parameters:

["communication_data","stakeholders","objectives"]

Response:

{
  "communication_plan": "Multi-channel approach",
  "channels": [
    "Email",
    "Town halls",
    "Intranet"
  ],
  "frequency": "Weekly",
  "key_messages": [
    "Innovation progress",
    "Success stories"
  ]
}

POST/api/innovation/ai/supplier-innovation/track

Track supplier innovation using SupplierInnovationTracker AI (92.0% accuracy)

Parameters:

["supplier_data","innovation_activities","performance_metrics"]

Response:

{
  "innovation_score": 0.8,
  "top_innovators": [
    "Supplier A",
    "Supplier B"
  ],
  "collaboration_opportunities": [
    "Joint R&D projects"
  ],
  "risk_areas": [
    "Supplier C lagging"
  ]
}

POST/api/innovation/ai/open-innovation/match

Match open innovation opportunities using OpenInnovationMatcher AI (91.5% accuracy)

Parameters:

["internal_needs","external_capabilities","collaboration_models"]

Response:

{
  "matches": [
    {
      "partner": "University A",
      "capability": "AI research",
      "match_score": 0.9
    }
  ],
  "collaboration_models": [
    "Joint research",
    "Licensing"
  ],
  "expected_benefits": "Accelerated innovation"
}

POST/api/innovation/ai/innovation-core/orchestrate

Orchestrate innovation using InnovationCore AI (95.5% accuracy - HIGHEST)

Parameters:

["innovation_data","strategic_goals","resources"]

Response:

{
  "orchestration_plan": "Balanced portfolio approach",
  "priorities": [
    "Project A",
    "Project B"
  ],
  "resource_allocation": {
    "project_a": 0.6,
    "project_b": 0.4
  },
  "expected_outcomes": "High innovation impact"
}

GET/api/innovation/ai/models

Get list of all 28 Innovation AI models with their specifications

Parameters:

[]

Response:

{
  "total": 28,
  "models": [
    {
      "name": "InnovationCore",
      "accuracy": 95.5,
      "category": "Core Intelligence"
    }
  ],
  "average_accuracy": 91.9
}

POST/api/innovation/ideas/submit

Submit a new innovation idea

Parameters:

["title","description","category","submitter"]

Response:

{
  "success": true,
  "idea_id": 123,
  "status": "submitted",
  "created_at": "2025-10-31T10:00:00Z"
}

GET/api/innovation/ideas

List all innovation ideas with filtering and pagination

Parameters:

["skip","limit","category","status"]

Response:

{
  "total": 250,
  "ideas": [
    {
      "id": 123,
      "title": "AI-powered customer service",
      "category": "product",
      "status": "under_review",
      "votes": 45
    }
  ]
}

GET/api/innovation/ideas/{idea_id}

Get detailed information about a specific idea

Parameters:

["idea_id"]

Response:

{
  "id": 123,
  "title": "AI-powered customer service",
  "description": "Use AI to automate customer support",
  "category": "product",
  "status": "under_review",
  "votes": 45,
  "comments": 12
}

POST/api/innovation/ideas/evaluate

Evaluate an idea using AI scoring

Parameters:

["idea_id","evaluation_criteria"]

Response:

{
  "idea_id": 123,
  "score": 8.5,
  "feasibility": 0.85,
  "impact": 0.9,
  "recommendation": "proceed_to_prototype"
}

POST/api/innovation/ideas/comment

Add a comment to an idea

Parameters:

["idea_id","comment_text","commenter"]

Response:

{
  "success": true,
  "comment_id": 456,
  "created_at": "2025-10-31T11:00:00Z"
}

POST/api/innovation/ideas/vote

Vote on an idea

Parameters:

["idea_id","vote_type"]

Response:

{
  "success": true,
  "total_votes": 46,
  "vote_type": "upvote"
}

GET/api/innovation/ideas/{idea_id}/comments

Get all comments for an idea

Parameters:

["idea_id","skip","limit"]

Response:

{
  "total": 12,
  "comments": [
    {
      "id": 456,
      "text": "Great idea!",
      "commenter": "John Doe",
      "created_at": "2025-10-31T11:00:00Z"
    }
  ]
}

GET/api/innovation/dashboard

Get comprehensive innovation dashboard with all metrics

Parameters:

[]

Response:

{
  "total_ideas": 250,
  "active_projects": 45,
  "completed_projects": 120,
  "innovation_rate": 0.25,
  "roi": 2.5
}

GET/api/innovation/dashboard/ideas

Get ideas-specific dashboard metrics

Parameters:

[]

Response:

{
  "total_ideas": 250,
  "new_ideas_this_month": 25,
  "top_categories": [
    "product",
    "process"
  ],
  "average_score": 7.5
}

GET/api/innovation/dashboard/projects

Get projects-specific dashboard metrics

Parameters:

[]

Response:

{
  "active_projects": 45,
  "completed_projects": 120,
  "success_rate": 0.7,
  "average_duration_days": 180
}

GET/api/innovation/dashboard/portfolio

Get portfolio-specific dashboard metrics

Parameters:

[]

Response:

{
  "total_investment": 5000000,
  "expected_roi": 2.5,
  "risk_distribution": {
    "low": 0.3,
    "medium": 0.5,
    "high": 0.2
  },
  "diversification_score": 0.85
}

Rate Limits

API requests are limited to 1,000 requests per hour per API key. Contact support for higher limits.

Support

Need help with the API? Contact our support team:

Email: support@brainpredict.ai
Documentation: Getting Started Guide