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milgo

milgo by Kayma is an end-to-end assessment and research platform that helps organizations measure experiences, evaluate performance, and generate actionable insights with ease. Designed with a frictionless user experience at its core, milgo combines a powerful survey engine, AI-driven analytics, and narrative "Story" r...

Category
Research
Registry category
HR & TalentLearning & Development
Vendor
Kayma Labs
Location
Not disclosed
Reviews
Not rated (0 reviews on the listing)
Listed on
AWS Marketplace
Pricing
7 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
Kayma Labs
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
milgo by Kayma is an end-to-end assessment and research platform that helps organizations measure experiences, evaluate performance, and generate acti...
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, hosted by the vendor
From the listing
High
Version history
Not disclosed on this listing
Registry saw 2 distinct listing states across 7 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)
AWS Marketplace
Via SaaS
High
Review volume & rating
Not available
No ratings on the listing
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
Current version first published 2025-11-20
Earliest date among the listing's current delivery options
—
Multi-channel presence
Single-channel
Listed on AWS 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 delivery
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
Legal links on the listing: StandardEula
Links on the listing; documents not fetched by the registry
High
StandardEula (opens in a new tab)d7umqicpi7263.cloudfront.net
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

milgo is a comprehensive assessment, research, and measurement platform built to help organizations collect data, analyze results, and drive continuous improvement. Designed for sectors such as education, patient experience, employee engagement, civic services, and organizational operations, milgo blends an intuitive survey engine, AI-powered analytics, and automated narrative reporting to make complex information clear, accessible, and actionable. User experience is central to milgo's design philosophy - every step of the journey is optimized for minimal friction, intuitive interactions, and a genuinely positive experience that empowers users rather than overwhelms them.

milgo offers five flagship products covering the full spectrum of assessment needs - from small and large turnkey research studies based on milgo's validated questionnaire library, to advanced digital tools for evaluating programs, projects, skills, and knowledge. Organizations can deploy tailored project-evaluation tools, run experiential skills and knowledge assessments, or implement enterprise-level measurement systems with longitudinal tracking, and trend identification. Each solution includes customization, implementation support, automated AI analysis, and multi-layered Stories - milgo's signature narrative reports that highlight key insights, recommendations, and presentation-ready visuals designed for executives, teams, and stakeholders.

For organizations seeking full autonomy, milgo also offers a self-service annual survey subscription, enabling teams to independently create surveys, distribute them at scale, and instantly generate AI-powered Story reports. Whether used for a single focused study or integrated as a long-term organizational measurement system, milgo streamlines data collection, enhances interpretation, and delivers a unified approach to understanding and improving performance - while ensuring a consistently delightful user experience from start to finish.

Plans and pricing

7 plans listed

1. Off-the-shelf surveys$23,500 Units · P12M
2. Advanced Off-the-shelf surveys$45,000 Units · P12M
3. Project & Program measurement tool$170,000 Units · P12M
4. Skills & Knowledge assessment$190,000 Units · P12M
5. Organizational measurement & improvement system$770,000 Units · P12M
6. Advanced organizational measurement & improvement System$1,500,000 Units · P12M
7. Survey system subscription (SaaS)$370,000 Units · P12M

Linked repositories

Unknown

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

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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Vendor Provenance

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