Crawler Summary

genai-business-advisor answer-first brief

A sophisticated multi-agent system that analyzes your business operations and provides tailored recommendations for implementing Generative AI solutions. Built with CrewAI, this application uses specialized AI agents to deliver comprehensive business analysis and actionable AI integration strategies. <div align="center"> <img src="https://raw.githubusercontent.com/CyprianFusi/genai-business-advisor/main/assets/binati_logo.png" alt="BINATI AI Logo" width="75"/><strong></strong> # πŸ€– GenAI Business Advisor _By **BINATI AInalytics**_ </div> **Transform your business with AI-driven insights** A sophisticated multi-agent system that analyzes your business operations and provides tailored recommendations for implementi Capability contract not published. No trust telemetry is available yet. Last updated 5/18/2026.

Freshness

Last checked 5/18/2026

Best For

genai-business-advisor is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 66/100

genai-business-advisor

A sophisticated multi-agent system that analyzes your business operations and provides tailored recommendations for implementing Generative AI solutions. Built with CrewAI, this application uses specialized AI agents to deliver comprehensive business analysis and actionable AI integration strategies. <div align="center"> <img src="https://raw.githubusercontent.com/CyprianFusi/genai-business-advisor/main/assets/binati_logo.png" alt="BINATI AI Logo" width="75"/><strong></strong> # πŸ€– GenAI Business Advisor _By **BINATI AInalytics**_ </div> **Transform your business with AI-driven insights** A sophisticated multi-agent system that analyzes your business operations and provides tailored recommendations for implementi

OpenClawself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

May 18, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 5/18/2026.

Trust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

May 18, 2026

Vendor

Cyprianfusi

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 5/18/2026.

Setup snapshot

git clone https://github.com/CyprianFusi/genai-business-advisor.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Cyprianfusi

profilemedium
Observed May 18, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed May 18, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

python

Executable Examples

bash

git clone https://github.com/CyprianFusi/genai-business-advisor.git
   cd genai-business-advisor

bash

cd backend
   
   # Install dependencies
   pip install -r requirements.txt
   
   # Create environment file
   touch .env
   
   # Configure your API keys in .env
   # OPENROUTER_API_KEY=your_openrouter_key
   # SERPER_API_KEY=your_serper_key
   # TAVILY_API_KEY=your_tavily_key

bash

cd ../frontend
   
   # Install dependencies
   npm install
   
   # Build the application
   npm run build

bash

cd backend
   poetry run python api.py
   or 
   python api.py

bash

cd frontend
   npm run dev

env

# Backend Configuration
OPENROUTER_API_KEY=your_openrouter_api_key
SERPER_API_KEY=your_serper_api_key
TAVILY_API_KEY=your_tavily_api_key

# Optional Configuration
FLASK_ENV=development
FLASK_DEBUG=True

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

A sophisticated multi-agent system that analyzes your business operations and provides tailored recommendations for implementing Generative AI solutions. Built with CrewAI, this application uses specialized AI agents to deliver comprehensive business analysis and actionable AI integration strategies. <div align="center"> <img src="https://raw.githubusercontent.com/CyprianFusi/genai-business-advisor/main/assets/binati_logo.png" alt="BINATI AI Logo" width="75"/><strong></strong> # πŸ€– GenAI Business Advisor _By **BINATI AInalytics**_ </div> **Transform your business with AI-driven insights** A sophisticated multi-agent system that analyzes your business operations and provides tailored recommendations for implementi

Full README
<div align="center"> <img src="https://raw.githubusercontent.com/CyprianFusi/genai-business-advisor/main/assets/binati_logo.png" alt="BINATI AI Logo" width="75"/><strong></strong>

πŸ€– GenAI Business Advisor

By BINATI AInalytics

</div>

Transform your business with AI-driven insights

A sophisticated multi-agent system that analyzes your business operations and provides tailored recommendations for implementing Generative AI solutions. Built with CrewAI, this application uses specialized AI agents to deliver comprehensive business analysis and actionable AI integration strategies.

GenAI Business Advisor CrewAI Next.js Flask

Screenshots

BIZ Demo BIZ Demo BIZ Demo BIZ Demo BIZ Demo BIZ Demo

🌟 Features

πŸ” Intelligent Business Analysis

  • Domain Identification: Automatically classifies your industry and business model
  • Process Mapping: Identifies key business activities and workflows
  • Challenge Assessment: Pinpoints operational pain points and inefficiencies

πŸ› οΈ AI Tool Recommendations

  • Curated Solutions: Personalized GenAI tool recommendations
  • Cost Analysis: Implementation costs and ROI projections
  • Complexity Assessment: Technical difficulty and resource requirements

πŸ—ΊοΈ Implementation Roadmap

  • Phased Approach: Step-by-step implementation strategy
  • Timeline Planning: Realistic project timelines and milestones
  • Success Metrics: Measurable outcomes and KPIs

πŸ“Š Professional Reporting

  • Executive Summaries: Business-ready analysis reports
  • Markdown Export: Downloadable comprehensive reports
  • Visual Dashboards: Interactive results presentation

πŸ—οΈ Architecture

Multi-Agent System

Our application employs four specialized AI agents working in concert:

  1. 🧠 Business Domain Analyzer

    • Analyzes business descriptions
    • Identifies industry classification
    • Maps business processes and stakeholders
  2. πŸ”¬ GenAI Research Specialist

    • Researches latest AI technologies (2024-2025)
    • Finds industry-specific applications
    • Gathers implementation case studies
  3. 🎯 Application Mapper

    • Maps AI solutions to business challenges
    • Creates integration strategies
    • Develops implementation priorities
  4. πŸ“ Content Summarizer

    • Synthesizes research findings
    • Creates professional reports
    • Generates actionable recommendations

Technology Stack

Backend

  • Framework: Flask (Python)
  • AI Orchestration: CrewAI
  • LLM Integration: OpenAI GPT-4 (via OpenRouter)
  • Search Tools: SerperDev, Tavily, YouTube Search
  • Data Validation: Pydantic

Frontend

  • Framework: Next.js 14 (React)
  • Styling: Tailwind CSS
  • Type Safety: TypeScript
  • HTTP Client: Axios
  • Notifications: React Hot Toast

πŸš€ Quick Start

Prerequisites

  • Python 3.10-3.11
  • Node.js 18+
  • Poetry (Python package manager)
  • npm/yarn

Environment Setup

  1. Clone the repository

    git clone https://github.com/CyprianFusi/genai-business-advisor.git
    cd genai-business-advisor
    
  2. Backend Setup

    cd backend
    
    # Install dependencies
    pip install -r requirements.txt
    
    # Create environment file
    touch .env
    
    # Configure your API keys in .env
    # OPENROUTER_API_KEY=your_openrouter_key
    # SERPER_API_KEY=your_serper_key
    # TAVILY_API_KEY=your_tavily_key
    
  3. Frontend Setup

    cd ../frontend
    
    # Install dependencies
    npm install
    
    # Build the application
    npm run build
    

Running the Application

  1. Start the Backend

    cd backend
    poetry run python api.py
    or 
    python api.py
    

    Backend will be available at http://localhost:3001

  2. Start the Frontend

    cd frontend
    npm run dev
    

    Frontend will be available at http://localhost:3000

πŸ“– Usage Guide

Step 1: Describe Your Business

Provide a detailed description of your company including:

  • Industry and business model
  • Main activities and processes
  • Current challenges and pain points
  • Existing tools and technologies
  • Areas where you think AI might help

Step 2: AI Analysis

Our multi-agent system will:

  • Analyze your business domain
  • Research relevant AI technologies
  • Map solutions to your specific needs
  • Generate implementation recommendations

Step 3: Review Results

Explore your personalized analysis through four comprehensive tabs:

  • πŸ“Š Executive Summary: Key findings and recommendations
  • πŸ› οΈ Recommended Tools: Curated AI solutions
  • πŸ—ΊοΈ Implementation Roadmap: Step-by-step plan
  • πŸ“„ Full Report: Complete markdown report

Step 4: Download Report

Export your complete analysis as a professional markdown report for stakeholder presentations.

πŸ”§ Configuration

API Keys Required

  • OpenRouter: For GPT-4 access
  • SerperDev: For web search capabilities
  • Tavily: For additional search functionality
  • YouTube Data API: For video content search

Environment Variables

# Backend Configuration
OPENROUTER_API_KEY=your_openrouter_api_key
SERPER_API_KEY=your_serper_api_key
TAVILY_API_KEY=your_tavily_api_key

# Optional Configuration
FLASK_ENV=development
FLASK_DEBUG=True

🎯 Use Cases

Small to Medium Businesses

  • Identify AI opportunities without technical expertise
  • Understand implementation costs and timelines
  • Get started with practical AI solutions

Enterprise Organizations

  • Strategic AI planning and roadmapping
  • Department-specific AI recommendations
  • ROI analysis for AI investments

Consultants & Agencies

  • Client assessment and proposal generation
  • AI transformation planning
  • Competitive analysis and benchmarking

πŸ›£οΈ Roadmap

Version 2.0 (Coming Soon)

  • [ ] Multi-language support
  • [ ] Industry-specific templates
  • [ ] Integration with popular business tools
  • [ ] Advanced analytics and reporting

Version 3.0 (Future)

  • [ ] Real-time collaboration features
  • [ ] AI-powered implementation tracking
  • [ ] Custom agent training
  • [ ] Enterprise SSO integration

🀝 Contributing

We welcome contributions! Please see our Contributing Guidelines for details.

Development Setup

  1. Fork the repository
  2. Create a feature branch (git checkout -b feature/amazing-feature)
  3. Commit your changes (git commit -m 'Add amazing feature')
  4. Push to the branch (git push origin feature/amazing-feature)
  5. Open a Pull Request

πŸ“„ License

This project is open source and available under the MIT License.

πŸ™ Acknowledgments

πŸ“ž Support


<div align="center">

Made with ❀️ for businesses ready to embrace AI transformation

⭐ Star this repo β€’ πŸ› Report Bug β€’ ✨ Request Feature

</div>

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-10-09T01:08:52.078Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "label": "Vendor",
    "value": "Cyprianfusi",
    "category": "vendor",
    "href": "https://github.com/CyprianFusi/genai-business-advisor",
    "sourceUrl": "https://github.com/CyprianFusi/genai-business-advisor",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-05-18T06:45:13.063Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "protocols",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "category": "compatibility",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-05-18T06:45:13.063Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "docs_crawl",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "category": "integration",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true,
    "metadata": {}
  },
  {
    "factKey": "handshake_status",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "category": "security",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-cyprianfusi-genai-business-advisor/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true,
    "metadata": {}
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub Β· GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true,
    "metadata": {}
  }
]

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