Private Markets Data

MSCI Private Assets Data Platform is an automated data-processing service that converts diverse private markets documents—such as private placement memorandums (PPMs), prospectuses, and marketing materials—into validated, analytics-ready structured data.

Reviewed by 7wData

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Publisher review

MSCI Private Assets Data Platform is an automated data-processing service that converts diverse private markets documents—such as private placement memorandums (PPMs), prospectuses, and marketing materials—into validated, analytics-ready structured data. It is designed for CIOs, risk teams, consultants, and operations professionals who need to close the visibility gaps created by traditional quarterly reporting cycles. The platform reduces manual effort across capital calls, distributions, and investor reporting by automating validation, and it delivers enriched data directly into MSCI Private i® and Total Plan Manager for performance, exposure, and risk analytics. Built on nearly 20 years of private markets expertise, it combines advanced AI automation with proprietary validation frameworks to provide trusted data at scale.

The platform achieves a 97% automation rate across ingestion, classification, extraction, and validation workflows. It uses large language models (LLMs) to extract cash flow and valuation data from documents, with full data-to-document traceability and an interactive exception management dashboard. The system supports AI classification across 20+ document types, automated retrieval, secure storage, and real-time GP portal connectivity tracking. Enrichment applies MSCI taxonomies and entity matching, with optional analyst review, before delivery into analytics platforms. The MSCI Nowcasting capability blends three information sources—MSCI’s private market benchmark architecture and fund cash-flow histories, a reweighted public-market proxy calibrated to country and sector exposures, and newly reported fund NAVs from GPs—to generate daily NAV estimates aligned with MSCI’s established benchmarks.

Competitors include Preqin, which has collected private markets data for over 20 years and serves 200,000+ professionals; Cambridge Associates, known for investment advisory and performance benchmarks; and PitchBook, which provides private market data and research. MSCI differentiates through its native integration with its own analytics ecosystem (Private i and Total Plan Manager), its 97% automation rate, and its daily nowcasting indexes that address the trade-off between benchmark credibility and timeliness. The MSCI All Country Private Credit Index and MSCI All Country Private Equity Indexes provide daily signals for private credit and equity exposures, enabling inclusion in multi-asset risk models and more timely monitoring between reporting cycles.

A key trade-off is that the platform is tightly coupled with MSCI’s analytics tools, which may limit flexibility for users who prefer third-party or custom analytics stacks. The platform’s reliance on AI extraction means that complex or non-standard documents may require manual exception handling, despite the high automation rate. Pricing is not publicly specified, which can hinder budget planning for prospective buyers. Additionally, the platform’s daily nowcasting estimates are model-based and may not fully replace the credibility of audited quarterly NAVs for all use cases, particularly for regulatory or litigation-sensitive reporting.

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How it works

  1. Automated document processing

    Converts PPMs, prospectuses, and marketing materials into structured, investment-ready data with a 97% automation rate.

  2. AI-driven extraction

    Uses LLMs to extract cash flow and valuation data, with full data-to-document traceability and an exception management dashboard.

  3. Daily nowcasting indexes

    Delivers daily NAV estimates for private credit and equity by blending MSCI benchmarks, public-market proxies, and GP-reported NAVs.

  4. Native analytics integration

    Validated data flows directly into MSCI Private i and Total Plan Manager for performance, exposure, and risk analytics.

  5. Document classification

    Supports AI classification across 20+ document types with automated retrieval and secure storage.

  6. End-to-end traceability

    Provides visibility into AI reasoning so clients understand how each data point was derived from source documents.

  7. Data enrichment

    Applies MSCI taxonomies and entity matching, with optional analyst review, before delivery into analytics platforms.

Strengths and trade-offs

Strengths

  • Achieves a 97% automation rate across ingestion, classification, extraction, and validation workflows, drastically reducing manual data processing.
  • Delivers daily NAV estimates aligned with MSCI’s established benchmarks, addressing the visibility gap caused by traditional quarterly reporting.
  • Integrates validated data natively into MSCI Private i and Total Plan Manager, enabling portfolio analytics with full auditability.
  • Built on nearly 20 years of private markets expertise, combining advanced AI automation with proprietary validation frameworks.

Trade-offs

  • Pricing is not publicly specified, making it difficult for prospective buyers to budget without a sales conversation.
  • The platform is tightly integrated with MSCI’s analytics ecosystem, limiting flexibility for users who prefer third-party or custom tools.
  • Daily nowcasting estimates are model-based and may not fully substitute for audited quarterly NAVs in regulatory or litigation contexts.
  • Complex or non-standard documents may require manual exception handling despite the high automation rate, adding operational overhead.

Pricing context

Not specified in the sources; contact MSCI for pricing.

Getting started with Private Markets Data

  1. Sign up for platform access

    Contact MSCI sales to request access to the Private Assets Data Platform. Provide your organization details and use case to receive credentials and onboarding instructions for the web interface.

  2. Connect your document sources

    Configure secure connections to your private markets document repositories, such as GP portals or internal file shares. Set up automated retrieval for PPMs, prospectuses, and marketing materials using the platform's connectivity tracking.

  3. Configure document classification rules

    Define classification parameters for the AI to identify 20+ document types. Adjust the automated ingestion and extraction workflows to match your portfolio's document formats and data requirements.

  4. Run your first data extraction

    Upload a batch of documents and trigger the AI-driven extraction pipeline. Monitor the exception management dashboard for any manual handling needed on complex documents, then review the structured output.

  5. Schedule recurring data processing

    Set up a recurring schedule for automated document ingestion, classification, and extraction. Enable daily nowcasting indexes to receive NAV estimates between quarterly reports, and integrate validated data into MSCI Private i or Total Plan Manager.

Frequently Asked Questions

What is MSCI Private Assets Data Platform?

It is an automated data-processing service that converts private markets documents like PPMs and prospectuses into validated, analytics-ready structured data. It is designed for CIOs, risk teams, and operations professionals to close visibility gaps from quarterly reporting cycles.

How does the platform achieve a 97% automation rate?

It uses large language models to extract cash flow and valuation data from documents, with full traceability and an exception management dashboard. The system automates ingestion, classification, extraction, and validation workflows across over 20 document types.

What are daily nowcasting indexes in private markets?

They deliver daily NAV estimates for private credit and equity by blending MSCI benchmarks, public-market proxies, and GP-reported NAVs. This provides more timely monitoring between quarterly reporting cycles, addressing the trade-off between benchmark credibility and timeliness.

How does MSCI Private Assets Data Platform integrate with analytics tools?

Validated data flows natively into MSCI Private i and Total Plan Manager for performance, exposure, and risk analytics. This integration provides full auditability but may limit flexibility for users who prefer third-party or custom analytics stacks.

What are the main competitors to MSCI Private Assets Data Platform?

Competitors include Preqin, which has collected private markets data for over 20 years and serves 200,000 professionals, Cambridge Associates known for investment advisory, and PitchBook providing private market data and research. MSCI differentiates through its analytics integration and nowcasting indexes.

What are the limitations of MSCI Private Assets Data Platform?

Pricing is not publicly specified, hindering budget planning. The platform is tightly coupled with MSCI’s analytics tools, limiting flexibility. Daily nowcasting estimates are model-based and may not replace audited quarterly NAVs for regulatory use. Complex documents may require manual exception handling.

Alternatives

How Private Markets Data compares

Direct head-to-head against 2 competitors. Picked by 7wData.

This tool

Private Markets Data

Pricing
Not specified in the sources; contact MSCI for pricing.
Target
MSCI Private Assets Data Platform is an automated data-processing service that converts diverse private markets documents—such as private placement memorandums (PPMs), prospectuses, and marketing materials—into
Strength
Achieves a 97% automation rate across ingestion, classification, extraction, and validation workflows, drastically reducing manual data processing.
Watch for
Pricing is not publicly specified, making it difficult for prospective buyers to budget without a sales conversation.

Hamilton Lane

Pricing
Custom/Contact sales
Target
Institutional investors
Deployment
Cloud
Strength
Comprehensive private markets insights
Watch for
High pricing, limited middle-market focus

Grata

Pricing
Custom/Contact sales
Target
Middle-market dealmakers
Deployment
Cloud
Strength
AI-driven private market data
Watch for
Recent market entry, evolving features

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Sources

Reporting on this tool draws on these publicly available sources.

  1. www.linkedin.com
  2. etfexpress.com
  3. www.msci.com
  4. www.preqin.com