Proposalpilot è sicuro?

Proposalpilot è sicuro?

Dettagli punteggio di fiducia — Proposalpilot has a Nerq Trust Score of 48.7/100 (D). Measured across 5 independent trust signals.

What Is Proposalpilot?

Proposalpilot is a software tool in the research category: ProposalPilot is an AI-powered mult. Nerq Trust Score: 49/100 (D).

Nerq independently analyzes every software tool, app, and extension across multiple trust signals including sicurezza vulnerabilities, manutenzione activity, license conformità, and adozione della comunità.

How Nerq Assesses Proposalpilot's Safety

Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensioni. Here is how Proposalpilot performs in each:

• Sicurezza (0/100): Proposalpilot's sicurezza posture is poor. This score factors in known CVEs, dependency vulnerabilities, sicurezza policy presence, and code signing practices.
• Manutenzione (1/100): Proposalpilot is potentially abandoned. We track commit frequency, release cadence, issue response times, and PR merge rates.
• Documentation (1/100): Documentation quality is insufficient. This includes README completeness, API documentazione, usage examples, and contribution guidelines.
• Compliance (87/100): Proposalpilot is broadly compliant. Assessed against regulations in 52 jurisdictions including the EU AI Act, CCPA, and GDPR.
• Community (0/100): Community adoption is limited. Basato su GitHub stars, forks, download counts, and ecosystem integrations.

The overall Trust Score of 48.7/100 (D) is the weighted combination of these measured signals. It is a measurement, not a pass/fail or suitability judgment — weigh the individual signals against your own requirements.

Who Typically Evaluates Proposalpilot?

Proposalpilot is commonly evaluated by:

• Developers and teams working with research tools
• Organizations evaluating AI tools for their stack
• Researchers exploring AI capabilities in this domain

How to read the signals: Proposalpilot's measured signals (sicurezza 0/100, manutenzione 1/100, documentazione 1/100, community 0/100) are shown above. These are measurements, not a suitability judgment — weigh each signal against the requirements of your own use case and risk tolerance.

How to Verify Proposalpilot's Safety Yourself

While Nerq provides automated trust analysis, we recommend these additional steps before adopting any software tool:

1. Check the source code — Controlla repository's sicurezza policy, open issues, and recent commits for signs of active manutenzione.
2. Scan dependencies — Use tools like npm audit, pip-audit, or snyk to check for known vulnerabilities in Proposalpilot's dependency tree.
3. Recensione permissions — Understand what access Proposalpilot requires. Software tools should follow the principle of least privilege.
4. Test in isolation — Run Proposalpilot in a sandboxed environment before granting access to production data or systems.
5. Monitor continuously — Use Nerq's API to set up automated trust checks: GET nerq.ai/v1/preflight?target=ProposalPilot
6. Controlla license — Confirm that Proposalpilot'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.
7. 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 sicurezza concerns openly. Low community engagement may indicate limited peer review of the codebase.

Common Safety Concerns with Proposalpilot

When evaluating whether Proposalpilot is safe, consider these category-specific risks:

Proposalpilot and the EU AI Act

Proposalpilot is classified as Minimal Risk under the EU AI Act. This is the lowest risk category, meaning it faces minimal regulatory requirements. However, transparency obligations still apply.

Nerq's conformità assessment covers 52 jurisdictions worldwide. For organizations deploying AI tools in regulated environments, understanding these classifications is essential for legal conformità.

Best Practices for Using Proposalpilot Safely

Whether you're an individual developer or an enterprise team, these practices will help you get the most from Proposalpilot while minimizing risk:

Situations That Warrant Independent Review of Proposalpilot

Nerq's signals are one input. In the following situations, evaluate Proposalpilot's measured signals against your own requirements before making a decision:

• Environments handling sensitive or regulated data (healthcare, finance, government)
• Mission-critical systems where downtime has significant business impact
• Deployments with strict regulatory requirements that must be independently validated

For each situation, compare Proposalpilot's measured trust score of 48.7/100 and its individual signals against your organization's own criteria. Nerq does not assert whether Proposalpilot is suitable for any particular use.

How Proposalpilot Compares to Industry Standards

Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among research tools, the average Trust Score is 62/100. Proposalpilot's score of 48.7/100 is below the category average of 62/100.

This suggests that Proposalpilot trails behind many comparable research tools. Organizations with strict sicurezza requirements should evaluate whether higher-scoring alternatives better meet their needs.

Industry benchmarks matter because they contextualize a tool's safety profile. A score that looks moderato 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 Proposalpilot 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 manutenzione patterns change, Proposalpilot'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 sicurezza and quality. Conversely, a downward trend may signal reduced manutenzione, growing technical debt, or unresolved vulnerabilities. To track Proposalpilot's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=ProposalPilot&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 — sicurezza, manutenzione, documentazione, conformità, and community — has evolved independently, providing granular visibility into which aspects of Proposalpilot are strengthening or weakening over time.

Proposalpilot vs Alternative

In the research category, Proposalpilot scores 48.7/100. There are higher-scoring alternatives available. For a detailed comparison, see:

• Proposalpilot vs gpt_academic — Trust Score: 60.9/100
• Proposalpilot vs LlamaFactory — Trust Score: 79.7/100
• Proposalpilot vs unsloth — Trust Score: 77.2/100

Punti chiave

• Proposalpilot has a measured Nerq Trust Score of 48.7/100 (D) — a composite of independent signals, not a suitability judgment.
• Among research tools, Proposalpilot scores below the category average of 62/100 (a positional measurement relative to peers).
• The individual signals — sicurezza, manutenzione, documentazione, conformità, community — are shown above. Weigh them against your own requirements.
• Query the current measured values via Nerq's Preflight API.