Is Provision 10M Safe?

Provision 10M — Nerq Trust Score 56.4/100 (D grade). Score based on 4 independent trust signals.

Provision 10M is a software tool with a Nerq Trust Score of 56.4/100 (D), based on 4 independent data dimensions. Maintenance: 0/100. Popularity: 0/100. Data sourced from multiple public sources including package registries, GitHub, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: n/a. Machine-readable data (JSON).

Is Provision 10M safe?

Trust Score Breakdown — Provision 10M has a Nerq Trust Score of 56.4/100 (D). Measured across 4 independent trust signals.

Security Analysis → Provision 10M Privacy Report →

What is Provision 10M's trust score?

Provision 10M has a Nerq Trust Score of 56.4/100, earning a D grade. This score is based on 4 independently measured dimensions including security, maintenance, and community adoption.

Compliance
100
Maintenance
0
Documentation
0
Popularity
0

What are the key security findings for Provision 10M?

Provision 10M's strongest signal is compliance at 100/100. No known vulnerabilities have been detected.

Maintenance: 0/100 — low maintenance activity
Compliance: 100/100 — covers 52 of 52 jurisdictions
Documentation: 0/100 — limited documentation
Popularity: 0/100 — 19 stars on huggingface dataset v2

What is Provision 10M and who maintains it?

AuthorSalesforce
CategorySales|Marketing
Stars19
Sourcehttps://huggingface.co/datasets/Salesforce/ProVision-10M
Protocolshuggingface_api

Regulatory Compliance

EU AI Act Risk ClassNot assessed
Compliance Score100/100
JurisdictionsAssessed across 52 jurisdictions

Popular Alternatives in sales|marketing

SAP-samples/teched2023-AI268
49.0/100 · D
github

Provision 10M Across Platforms

Same developer/company in other registries:

salesforce.salesforce-vscode-slds
62/100 · vscode
salesforce.salesforcedx-vscode-soql
62/100 · vscode
salesforce.salesforcedx-vscode
62/100 · vscode
salesforce.salesforcedx-vscode-apex-replay-debugger
62/100 · vscode
salesforce.salesforcedx-vscode-core
62/100 · vscode

What Is Provision 10M?

Provision 10M is a software tool in the sales|marketing category: Salesforce/ProVision-10M automates marketing and sales processes.. It has 19 GitHub stars. Nerq Trust Score: 56/100 (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 Provision 10M's Safety

Nerq's Trust Score is calculated from 13+ independent signals aggregated into five dimensions. Here is how Provision 10M performs in each:

The overall Trust Score of 56.4/100 (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 Provision 10M?

Provision 10M is commonly evaluated by:

How to read the signals: Provision 10M's measured signals (maintenance 0/100, documentation 0/100, 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 Provision 10M's Safety Yourself

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

  1. Check the source code — Review the repository security policy, open issues, and recent commits for signs of active maintenance.
  2. Scan dependencies — Use tools like npm audit, pip-audit, or snyk to check for known vulnerabilities in Provision 10M's dependency tree.
  3. Review permissions — Understand what access Provision 10M requires. Software tools should follow the principle of least privilege.
  4. Test in isolation — Run Provision 10M 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=ProVision-10M
  6. Review the license — Confirm that Provision 10M'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 security concerns openly. Low community engagement may indicate limited peer review of the codebase.

Common Safety Concerns with Provision 10M

When evaluating whether Provision 10M is safe, consider these category-specific risks:

Data handling

Understand how Provision 10M processes, stores, and transmits your data. Review the tool's privacy policy and data retention practices, especially for sensitive or proprietary information.

Dependency security

Check Provision 10M's dependency tree for known vulnerabilities. Tools with outdated or unmaintained dependencies pose a higher security risk.

Update frequency

Regularly check for updates to Provision 10M. Security patches and bug fixes are only effective if you're running the latest version.

Third-party integrations

If Provision 10M 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.

License and IP compliance

Verify that Provision 10M's license is compatible with your intended use case. Some AI tools have restrictive licenses that limit commercial use, redistribution, or derivative works. Using Provision 10M in violation of its license can expose your organization to legal liability.

Best Practices for Using Provision 10M Safely

Whether you're an individual developer or an enterprise team, these practices will help you get the most from Provision 10M while minimizing risk:

Conduct regular audits

Periodically review how Provision 10M is used in your workflow. Check for unexpected behavior, permissions drift, and compliance with your security policies.

Keep dependencies updated

Ensure Provision 10M and all its dependencies are running the latest stable versions to benefit from security patches.

Follow least privilege

Grant Provision 10M only the minimum permissions it needs to function. Avoid granting admin or root access.

Monitor for security advisories

Subscribe to Provision 10M's security advisories and vulnerability disclosures. Use Nerq's API to get automated trust score updates.

Document usage policies

Create and maintain a clear policy for how Provision 10M is used within your organization, including data handling guidelines and acceptable use cases.

Situations That Warrant Independent Review of Provision 10M

Nerq's signals are one input. In the following situations, evaluate Provision 10M's measured signals against your own requirements before making a decision:

For each situation, compare Provision 10M's measured trust score of 56.4/100 and its individual signals against your organization's own criteria. Nerq does not assert whether Provision 10M is suitable for any particular use.

How Provision 10M Compares to Industry Standards

Nerq indexes over 6 million software tools, apps, and packages across dozens of categories. Among sales|marketing tools, the average Trust Score is 62/100. Provision 10M's score of 56.4/100 is near the category average of 62/100.

This places Provision 10M in line with the typical sales|marketing 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 Provision 10M 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, Provision 10M'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 Provision 10M's score over time, use the Nerq API: GET nerq.ai/v1/preflight?target=ProVision-10M&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 Provision 10M are strengthening or weakening over time.

Provision 10M vs Alternatives

In the sales|marketing category, Provision 10M scores 56.4/100. There are higher-scoring alternatives available. For a detailed comparison, see:

Key Takeaways

Frequently Asked Questions

Is Provision 10M Safe?
ProVision-10M with a Nerq Trust Score of 56.4/100 (D). Strongest signal: compliance (100/100). Score based on Maintenance (0/100), Popularity (0/100), Documentation (0/100).
What is Provision 10M's trust score?
ProVision-10M: 56.4/100 (D). Score based on Maintenance (0/100), Popularity (0/100), Documentation (0/100). Compliance: 100/100. Scores update as new data becomes available. API: GET nerq.ai/v1/preflight?target=ProVision-10M
What are safer alternatives to Provision 10M?
In the Sales|Marketing category, higher-rated alternatives include SAP-samples/teched2023-AI268 (49/100). ProVision-10M scores 56.4/100.
How often is Provision 10M's safety score updated?
Nerq recomputes Provision 10M's trust score as new data becomes available. Current: 56.4/100 (D). API: GET nerq.ai/v1/preflight?target=ProVision-10M
Can I use Provision 10M in a regulated environment?
Provision 10M: 56.4/100 (D). Compliance: 52 of 52 jurisdictions. Evaluate against your own regulatory requirements.
API: /v1/preflight Trust Badge API Docs

See Also

Disclaimer: Nerq trust scores are automated measurements based on publicly available signals. They are not endorsements, verdicts, or guarantees of suitability. Always evaluate the signals against your own requirements.

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