Is Ai Report Analyst Chatbot Safe?
Ai Report Analyst Chatbot — Nerq Trust Score 53.4/100 (D grade). Based on analysis of 4 trust dimensions, it is has notable safety concerns. Last updated: 2026-06-19.
Use Ai Report Analyst Chatbot with some caution. Ai Report Analyst Chatbot is a software tool with a Nerq Trust Score of 53.4/100 (D), based on 4 independent data dimensions. Below the recommended threshold of 70. Maintenance: 0/100. Popularity: 0/100. Data sourced from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-06-19. Machine-readable data (JSON).
Is Ai Report Analyst Chatbot safe?
CAUTION — Ai Report Analyst Chatbot has a Nerq Trust Score of 53.4/100 (D). It has moderate trust signals but shows some areas of concern that warrant attention. Suitable for development use — review security and maintenance signals before production deployment.
What is Ai Report Analyst Chatbot's trust score?
Ai Report Analyst Chatbot has a Nerq Trust Score of 53.4/100, earning a D grade. This score is based on 4 independently measured dimensions including security, maintenance, and community adoption.
What are the key security findings for Ai Report Analyst Chatbot?
Ai Report Analyst Chatbot's strongest signal is compliance at 81/100. No known vulnerabilities have been detected. It has not yet reached the Nerq Verified threshold of 70+.
What is Ai Report Analyst Chatbot and who maintains it?
| Author | Edith-Tache |
| Category | Ai-Assistant |
| Stars | 1 |
| Source | https://huggingface.co/spaces/Edith-Tache/ai-report-analyst-chatbot |
| Protocols | huggingface_hub |
Regulatory Compliance
| EU AI Act Risk Class | Not assessed |
| Compliance Score | 81/100 |
| Jurisdictions | Assessed across 52 jurisdictions |
Popular Alternatives in ai-assistant
What Is Ai Report Analyst Chatbot?
Ai Report Analyst Chatbot is a software tool in the ai-assistant category: AI-driven chatbot for generating and analyzing reports.. It has 1 GitHub stars. Nerq Trust Score: 53/100 (D).
Nerq independently analyzes every software tool, app, and extension across multiple trust signals including security vulnerabilities, maintenance activity, license compliance, and community adoption.
How Nerq Assesses Ai Report Analyst Chatbot's Safety
Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Ai Report Analyst Chatbot performs in each:
- Maintenance (0/100): Ai Report Analyst Chatbot is potentially abandoned. We track commit frequency, release cadence, issue response times, and PR merge rates.
- Documentation (0/100): Documentation quality is insufficient. This includes README completeness, API documentation, usage examples, and contribution guidelines.
- Compliance (81/100): Ai Report Analyst Chatbot is broadly compliant. Assessed against regulations in 52 jurisdictions including the EU AI Act, CCPA, and GDPR.
- Community (0/100): Community adoption is limited. Based on GitHub stars, forks, download counts, and ecosystem integrations.
The overall Trust Score of 53.4/100 (D) reflects the weighted combination of these signals. This is below the Nerq Verified threshold of 70. We recommend additional due diligence before production deployment.
Who Should Use Ai Report Analyst Chatbot?
Ai Report Analyst Chatbot is designed for:
- Developers and teams working with ai-assistant tools
- Organizations evaluating AI tools for their stack
- Researchers exploring AI capabilities in this domain
Risk guidance: Ai Report Analyst Chatbot is suitable for development and testing environments. Before production deployment, conduct a thorough review of its security posture, review the specific trust signals above, and consider whether a higher-scored alternative meets your requirements.
How to Verify Ai Report Analyst Chatbot's Safety Yourself
While Nerq provides automated trust analysis, we recommend these additional steps before adopting any software tool:
- Check the source code — Review the repository security policy, open issues, and recent commits for signs of active maintenance.
- Scan dependencies — Use tools like
npm audit,pip-audit, orsnykto check for known vulnerabilities in Ai Report Analyst Chatbot's dependency tree. - Review permissions — Understand what access Ai Report Analyst Chatbot requires. Software tools should follow the principle of least privilege.
- Test in isolation — Run Ai Report Analyst Chatbot in a sandboxed environment before granting access to production data or systems.
- Monitor continuously — Use Nerq's API to set up automated trust checks:
GET nerq.ai/v1/preflight?target=ai-report-analyst-chatbot - Review the license — Confirm that Ai Report Analyst Chatbot's license is compatible with your intended use case. Pay attention to restrictions on commercial use, redistribution, and derivative works. Some AI tools use dual licensing or have separate terms for enterprise customers that differ from the open-source license.
- Check community signals — Look at the project's issue tracker, discussion forums, and social media presence. A healthy community actively reports bugs, contributes fixes, and discusses security concerns openly. Low community engagement may indicate limited peer review of the codebase.
Common Safety Concerns with Ai Report Analyst Chatbot
When evaluating whether Ai Report Analyst Chatbot is safe, consider these category-specific risks:
Understand how Ai Report Analyst Chatbot processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.
Check Ai Report Analyst Chatbot's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.
Regularly check for updates to Ai Report Analyst Chatbot. Security patches and bug fixes are only effective if you're running the latest version.
If Ai Report Analyst Chatbot connects to external APIs or services, each integration point is a potential attack surface. Audit all third-party connections, verify that data shared with external services is minimized, and ensure that integration credentials are rotated regularly.
Verify that Ai Report Analyst Chatbot's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Ai Report Analyst Chatbot in violation of its license can expose your organization to legal liability.
Best Practices for Using Ai Report Analyst Chatbot Safely
Whether you're an individual developer or an enterprise team, these practices will help you get the most from Ai Report Analyst Chatbot while minimizing risk:
Periodically review how Ai Report Analyst Chatbot is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.
Ensure Ai Report Analyst Chatbot and all its dependencies are running the latest stable versions to benefit from security patches.
Grant Ai Report Analyst Chatbot only the minimum permissions it needs to function. Avoid granting admin or root access.
Subscribe to Ai Report Analyst Chatbot's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.
Create and maintain a clear policy for how Ai Report Analyst Chatbot is used within your organization, including data handling guidelines and acceptable use cases.
When Should You Avoid Ai Report Analyst Chatbot?
Even promising tools aren't right for every situation. Consider avoiding Ai Report Analyst Chatbot in these scenarios:
- Production environments handling sensitive customer data
- Regulated industries (healthcare, finance, government) without additional compliance review
- Mission-critical systems where downtime has significant business impact
For each scenario, evaluate whether Ai Report Analyst Chatbot's trust score of 53.4/100 meets your organization's risk tolerance. We recommend running a manual security assessment alongside the automated Nerq score.
How Ai Report Analyst Chatbot Compares to Industry Standards
Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among ai-assistant tools, the average Trust Score is 62/100. Ai Report Analyst Chatbot's score of 53.4/100 is near the category average of 62/100.
This places Ai Report Analyst Chatbot in line with the typical ai-assistant tool tool. It meets baseline expectations but does not distinguish itself from peers on trust metrics.
Industry benchmarks matter because they contextualize a tool's safety profile. A score that looks moderate in isolation may actually represent strong performance within a challenging category — or vice versa. Nerq's category-relative analysis helps teams make informed decisions by showing not just absolute quality, but how a tool ranks against its direct peers.
Trust Score History
Nerq continuously monitors Ai Report Analyst Chatbot and recalculates its Trust Score as new data becomes available. Our scoring engine ingests real-time signals from source repositories, vulnerability databases (NVD, OSV.dev), package registries, and community metrics. When a new CVE is published, a major release ships, or maintenance patterns change, Ai Report Analyst Chatbot's score is updated within 24 hours.
Historical trust trends reveal whether a tool is improving, stable, or declining over time. A tool that consistently maintains or improves its score demonstrates ongoing commitment to security and quality. Conversely, a downward trend may signal reduced maintenance, growing technical debt, or unresolved vulnerabilities. To track Ai Report Analyst Chatbot's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=ai-report-analyst-chatbot&include=history
Nerq retains trust score snapshots at regular intervals, enabling trend analysis across weeks and months. Enterprise users can access detailed historical reports showing how each dimension — security, maintenance, documentation, compliance, and community — has evolved independently, providing granular visibility into which aspects of Ai Report Analyst Chatbot are strengthening or weakening over time.
Ai Report Analyst Chatbot vs Alternatives
In the ai-assistant category, Ai Report Analyst Chatbot scores 53.4/100. There are higher-scoring alternatives available. For a detailed comparison, see:
- Ai Report Analyst Chatbot vs ai-sales-insightful-assist — Trust Score: 53.0/100
- Ai Report Analyst Chatbot vs cognitive-agent-xtts-optimized — Trust Score: 55.1/100
Key Takeaways
- Ai Report Analyst Chatbot has a Trust Score of 53.4/100 (D) and is not yet Nerq Verified.
- Ai Report Analyst Chatbot shows moderate trust signals. Conduct thorough due diligence before deploying to production environments.
- Among ai-assistant tools, Ai Report Analyst Chatbot scores near the category average of 62/100, suggesting room for improvement relative to peers.
- Always verify safety independently — use Nerq's Preflight API for automated, up-to-date trust checks before integration.
Frequently Asked Questions
Is Ai Report Analyst Chatbot Safe?
What is Ai Report Analyst Chatbot's trust score?
What are safer alternatives to Ai Report Analyst Chatbot?
How often is Ai Report Analyst Chatbot's safety score updated?
Can I use Ai Report Analyst Chatbot in a regulated environment?
See Also
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.