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Meibel - Private Offer

Meibel is an AI platform that turns your most complex document work into structured, reliable data, then puts that data to work through AI agents that automate, answer, and prove their results. Deploy Meibel in your own AWS account, with confidence scores and source traceability on every output.

Category
Data Analysis
Registry category
Operations & ProductivityIT & DevOps
Vendor
Meibel
Location
Not disclosed
Reviews
Not rated (0 reviews on the listing)
Listed on
AWS Marketplace
Pricing
4 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
Meibel
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
Meibel is an AI platform that turns your most complex document work into structured, reliable data, then puts that data to work through AI agents that...
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 3 distinct listing states across 6 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 2026-08-15
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: CustomEula
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
Not found on the FedRAMP Marketplace
Checked by the vendor's web domain on 2026-08-27
Low
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

**Documents Become Data. Data Becomes Agents.**

[Meibel](https://meibel.ai) is an AI platform that turns your most complex document work into structured, reliable data, then puts that data to work through AI agents that automate, answer, and prove their results.

**What Meibel Does**

Show the rest of the publisher’s description (17 more lines)

Your most valuable business data lives in documents that were never designed for automation: PDFs, scanned files, contracts, specifications, carrier statements, and legacy archives. Meibel processes them completely. Tables stay tables. Charts become data. Handwriting is recognized alongside typed text. [Document Intelligence](https://www.meibel.ai/document-intelligence), the platform's data foundation, ingests 25+ file formats and produces structured, searchable, queryable knowledge, complete with confidence scores and source traceability on every output.

On that foundation, you build agents: AI units of work that extract, validate, analyze, answer, and route. Agents connect to three input layers: your documents, your structured data (databases, spreadsheets, CSVs), and your external tools and systems. Every agent execution is reproducible, every output is scored, and every answer traces back to its source. The same agent that processes one document interactively can process millions in batch, with no code changes.

**Built to Run on AWS**

Meibel deploys as fully managed SaaS or as Bring-Your-Own-Cloud inside your own AWS account. In the BYOC model, a control plane and data plane architecture keeps your data inside your AWS environment. It never leaves. On-premises deployment is also available for maximum data sovereignty. Meibel connects to the AWS data sources your business already runs on, including S3 and the databases and enterprise systems behind your workflows, and every capability is available through an API-first architecture.

**Who Benefits**

Engineering, platform, and AI/ML teams building AI features that need to work in production, not just in demos

Product leaders who need AI output quality they can measure and manage

Operations leaders and business owners in document-heavy industries such as insurance, construction, manufacturing, financial services, and legal, where manual document work drains time and budget

Compliance and risk stakeholders who need every AI decision to be traceable, reviewable, and auditable

System integrators and services firms delivering AI solutions across many clients without rebuilding infrastructure each time

The Problems Meibel Solves

Data locked in documents: Terabytes of knowledge sitting static in PDFs and archives that search tools and generic AI cannot reliably read

Extraction that fails on real documents: Most out-of-the-box tools flatten tables, miss handwriting, and lose the structure that makes data meaningful

No way to verify AI output: Without a quality score on every result, teams either review everything manually or trust everything blindly. Neither scales.

Fragile, expensive pipelines: Teams stitch together a document parser, a vector database, a workflow engine, a tool router, an observability system, and an evaluation framework, then struggle to maintain consistency.

Why Meibel

One platform replaces six stitched-together tools. Confidence scoring is built into execution, so high-confidence results flow to automation and low-confidence results route to human review. Deployment options include SaaS, Bring-Your-Own-Cloud on AWS, and on-premises. Customers have cut document processing from minutes per document to seconds, and moved from proof of concept to production in weeks, not quarters.

Preview

3 images

Plans and pricing

4 plans listed

Usage USD$0.01 Units
Platform Enablement$0 Units · P12M
Platform Enablement$0 Units · P24M
Platform Enablement$0 Units · P36M

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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