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Agent passport

Freeplay

Streamline the AI product lifecycle in one secure, enterprise-grade platform.

Category
Analytics
Registry category
Intelligence & ResearchBusiness Intelligence & Analytics
Vendor
228 Labs, inc. (d/b/a Freeplay)
Location
Not disclosed
Reviews
This marketplace has no ratings
Listed on
Google Cloud Marketplace
Pricing
3 plans listed
Overall Provenance
1.9/10Low
High 7–10Moderate 3–6.9Low 0–2.9

Each fact carries one Provenance score: the average of its Disclosure and Evidence scores, the same rule the page uses for the overall score. Click any score to see the math behind it.

Vendor Provenance

Who actually operates this agent.

2.1 / 10
Data element
Answer
Provenance
Source
Legal entity
228 Labs, inc. (d/b/a Freeplay)
Publisher name on the listing; not matched to an outside company record
High
HQ address
Not disclosed
No headquarters on the listing or an outside record
Low
No source on record
Ownership
Not disclosed
No ownership on record
Low
No source on record
Industry
Not disclosed
Low
No source on record
Employee count
Not disclosed
Low
No source on record
Founded
Not disclosed
Low
No source on record
Revenue
Not disclosed
Low
No source on record
About
Streamline the AI product lifecycle in one secure, enterprise-grade platform.
Publisher description
High

Build Provenance

What the agent is built on.

1.4 / 10
Data element
Answer
Provenance
Source
Foundation model
Not disclosed on this listing
Low
No source on record
Training data (model)
Not disclosed on this listing
No source discloses model training data
Low
No source on record
Agent framework / tools
Not disclosed on this listing
Low
No source on record
Hosting model
SaaS & APIs, hosted by the vendor
From the listing
High
Version history
Not disclosed on this listing
Registry saw 2 distinct listing states across 4 captures
Low
No source on record

Reach Provenance

How the agent is distributed and adopted.

4.4 / 10
Data element
Answer
Provenance
Source
Distribution channel(s)
Google Cloud Marketplace
Via SaaS & APIs
High
Review volume & rating
Not available
This marketplace has no rating mechanism
Low
No source on record
Comments (pros)
Not available
No review text on record, so no pros could be drawn from user comments
—
No source on record
Comments (cons)
Not available
No review text on record, so no cons could be drawn from user comments
—
No source on record
Listing tenure
Not disclosed
No first published date on the listing
—
No source on record
Multi-channel presence
Single-channel
Listed on Google Cloud Marketplace only in the registry
High
Public community signal
Not disclosed
No public GitHub, Discord or community metrics found
Low
No source on record
# installs
Not reported
No install count on any marketplace
—
No source on record
Listing type
SaaS & APIs
From the listing
High

Data Provenance

What the vendor discloses about data handling.

1.4 / 10
Data element
Answer
Provenance
Source
Operational data sources
Not disclosed
Low
No source on record
Data residency
Not disclosed
Low
No source on record
Retention & deletion
Not disclosed
Low
No source on record
Published documentation
Documentation and support links on the listing
Links on the listing; documents not fetched by the registry
High
Data access requirements
Not explicitly disclosed
No OAuth scope or permission list found on the listing
Low
No source on record

Compliance Provenance

What standards the vendor meets, and who verified them.

0.0 / 10
Data element
Answer
Provenance
Source
Security
SOC 2
None on record
Low
No source on record
ISO/IEC 27001
None on record
Low
No source on record
ISO/IEC 27002
None on record
—
No source on record
ISO/IEC 27017
None on record
—
No source on record
SOC 3
None on record
—
No source on record
CSA STAR
None on record
—
No source on record
Privacy
GDPR
None on record
Low
No source on record
COPPA
None on record
—
No source on record
FERPA
None on record
—
No source on record
ISO/IEC 27018
None on record
—
No source on record
Health
HIPAA
None on record
Low
No source on record
HITRUST CSF
None on record
—
No source on record
Financial
SOC 1
None on record
—
No source on record
PCI DSS
None on record
—
No source on record
SOX
None on record
—
No source on record
Government
FedRAMP
None on record
Low
No source on record
CMMC
None on record
Low
No source on record
NIST SP 800-171
None on record
—
No source on record
AI
NIST AI RMF
None on record
Low
No source on record
Platform
3rd party certification
None on record
Low
No source on record

What the publisher says

Freeplay helps product development teams create high-quality, trustworthy AI products and agents. Our end-to-end suite of tools enables your whole organization to run best-practice workflows for generative AI observability, evaluation, automated testing, and human-in-the-loop data labeling and reviews. By centralizing prompt, model, eval, and dataset management across development, testing, and production environments, Freeplay gives engineering and product teams the control and visibility they need to detect issues, validate changes, and optimize performance at scale — helping them deliver better quality products faster, and with less overhead.

Freeplay is a fully enterprise-grade platform and deployed in private VPC environments by some of the largest companies in the world. All customer and proprietary data is fully protected. Freeplay maintains active SOC 2 Type II certification and HIPAA compliance. Our forward-deployed AI engineering team provides premium support and professional services to help teams develop and maintain useful evals, stay current on best practices for generative AI development, and scale those best practices across the whole organization.

  • Design, test, and monitor AI like any mission-critical feature — Manage prompts, tools, and models like feature flags; run controlled side-by-side experiments; and score changes against custom evaluation suites.
  • Automated and human-in-the-loop evaluation — Define custom evals for your use case, combining LLM-graded tests with structured human review. Run them offline on representative datasets or online against real-world logs to spot regressions and measure improvements both before and after deployment.
  • Continuous monitoring for quality and feedback — Monitor AI behavior in production without waiting for customer complaints. Automatically score logs against evals, surface drift and anomalies, and review random samples to catch unknown issues. Capture structured customer feedback directly into your datasets for future testing.
  • Built for iterative experimentation — Swap in new prompts, models, or tools instantly; run A/B or champion-challenger experiments; and view side-by-side comparisons across latency, cost, and quality metrics. Tight SDK and API integrations make it easy to hook into your CI/CD pipelines for automated testing.
  • Enterprise-ready from day one — SOC 2 Type II-compliant with granular RBAC, SSO, SCIM, and options for private hosting. Designed to handle millions of events daily without latency concerns, with configurable project workspaces and user access roles for secure, large-scale collaboration.
  • Expert onboarding and support — From eval definition and dataset curation to custom training and Slack-based support, our forward-deployed AI engineers partner with your teams to accelerate adoption and hit your quality goals. Fortune 100 companies rely on Freeplay to shorten AI development cycles, reduce costly mistakes, and deliver AI features that continuously improve over time.
Show the rest of the publisher’s description (1 more line)

This listing is for Freeplay's "Bring Your Own Cloud" offering that can be deployed in your Google Cloud account. Pricing is based on usage and number of deployments, with no user seat limitations.

Plans and pricing

3 plans listed

byoc-tier1—
byoc-tier2—
byoc-tier3—

Linked repositories

Unknown

Unknown means this listing does not publish a repository. It is not a statement that the code is closed.

Publisher resources

Sources

Reading the score

Disclosure · how many sources corroborate it

NoneNo source has it. Shown red, because Unknown means Unknown.
1 sourceA single place has it. A listing and its certification page and policy docs on one marketplace count as one source.
2+ contestedTwo or more sources cover it but they do not agree. The disagreement is shown, never dropped.
2+ agreeingTwo or more genuinely separate sources agree: another marketplace, or an outside record.
Steps below are possible but not automated yet, so today they sit open.
SettleTop confirmedSettleTop confirms it directly.

Evidence · what kind of evidence backs it

NoneNo source discloses it.
PublicPublicly available info, such as reviews, listing age, or vendor firmographics like legal entity and headquarters.
Vendor statedThe vendor's own claim on its marketplace listing, website, or policy documents.
Self-attestedThe vendor's self-attested certification or operator program, a marketplace program rather than an independent audit.
Steps below are possible but not automated yet, so today they sit open.
Vendor providedThe vendor hands SettleTop the underlying material, such as an SBOM or a data policy.
Vendor attestedThe vendor signs an attestation to SettleTop.
SettleTop verifiedSettleTop verifies it directly.

The SettleTop steps above are possible but not automated yet, so today they sit open and a perfect 10 is out of reach. Open information like firmographics and reach has fewer steps to climb, so it sits a little higher for the same visible evidence.

Information shown here reflects the best available information at the time of assessment and may be incomplete, outdated, or subject to change. It should be independently verified before being relied upon for any decision. SettleTop is not liable for any errors, omissions, or decisions made in reliance on this information.

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