Institutional Asset Management

Increase investment-team throughput without sacrificing rigor.

Increase investment-team throughput and consistency by connecting research, financial modeling, portfolio oversight, risk analysis, and investment-committee output in one platform.

The Massari Engine: One connected dataset across research, financials, earnings, Excel, AI, portfolios, risk, optimization, and reporting, with every number traceable to its source.
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The Problem & Painkillers

Your analysts are doing valuable work, but too much of it gets repeated.

When research context is disconnected from modeling and portfolio systems, one changed assumption triggers a cascade of manual spreadsheet edits, Word updates, and presentation re-formatting. When analysts leave, their institutional thesis context leaves with them.

Friction & Pain

Analyst research context is trapped in OneNote, emails, and local drives—leaving when employees depart.

Massari Painkiller

Centralized institutional research repository with full historical audit trails and connected notes.

Outcome: Preserve firm-wide institutional memory and eliminate repeated research.
Friction & Pain

One changed model assumption creates a cascade of manual edits across Excel, Word, and committee decks.

Massari Painkiller

Dynamic live Excel formulas linked directly to source-backed company financials and valuation comps.

Outcome: All models, charts, and memos stay in sync automatically.
Friction & Pain

Different analysts use varying methods, formulas, and definitions across the firm's coverage universe.

Massari Painkiller

Standardized institutional research framework with consistent GAAP/non-GAAP metric definitions.

Outcome: Consistent, comparable analysis across every sector and coverage tier.
Friction & Pain

Building Investment Committee materials requires days of copy-pasting tables and re-verifying citations.

Massari Painkiller

Standardized IC memo generator that packages current analysis with clickable source links.

Outcome: Reduce IC deck preparation time by 75%.
Friction & Pain

Portfolio oversight is disconnected from stock research, hiding mandate limits and tracking error.

Massari Painkiller

Integrated portfolio monitoring showing aggregate factor exposures, sector limits, and benchmark drift.

Outcome: Align individual stock ideas with portfolio-level risk constraints before trade execution.

The Massari Solution

Give every investment professional the same connected research workflow.

Massari establishes an auditable institutional standard across the firm—empowering analysts to produce more defensible work while giving leadership full visibility into the investment process.

1

Research companies and industries

Explore comprehensive corporate profiles, peer comparisons, and macro industry context from a single screen.

2

Search filings and earnings transcripts

Search across decades of primary disclosures, extracting segment breakdowns and management commentary instantly.

3

Build and update financial models in Excel

Populate institutional DCF and operating models with live formula integration, verified against original 10-K disclosures.

4

Verify every figure at the source

Click-to-source auditability allows PMs and compliance teams to verify any assertion in a single click.

5

Monitor portfolio exposures and factor risk

View aggregated firm-wide holdings, ETF look-through exposure, and risk factor contributions in real-time.

6

Test allocation and rebalancing scenarios

Simulate portfolio rebalancing, evaluate tracking error against benchmarks, and test downside risk scenarios.

7

Create organized investment-committee materials

Generate standardized, cited investment memos and tear sheets ready for committee review.


For CIOs and Research Directors

Create consistency and auditability across the investment process.

Equip your entire investment team with a shared, source-linked intelligence platform instead of relying on fragmented tools, personal spreadsheets, and undocumented workflows.

Standardized institutional research process with full historical audit trails
Firm-wide visibility into analyst models, notes, and coverage lists
Automated earnings updates freeing analysts for differentiated qualitative research
Seamless integration with proprietary models via Excel and Python REST API

Workflow Transformation

Before vs. After Massari

How the day-to-day workflow fundamentally shifts when every document, model, and portfolio calculation is connected to the source.

Workflow AreaLegacy Multi-Tool StackMassari Connected Workflow
Analyst Coverage Capacity15-20 stocks per analyst due to heavy manual maintenance & modeling35-50+ stocks with automated filing extraction and live Excel model sync
Institutional KnowledgeSiloed in personal spreadsheets, local drives, and disconnected notesCentralized, auditable repository linked to primary market data and filings
Earnings Season WorkflowLate nights manually re-keying earnings reports into valuation modelsInstant notification with highlighted transcript delta and 1-click model update
Risk & Allocation AlignmentRisk analysis performed post-trade in disconnected back-office systemsPre-trade factor risk, sector constraints, and tracking error visible to analysts
Investment Committee Prep2-3 days compiling tables, charts, and slide decks before each meetingInstant export of verified, cited committee materials in standard format

Product Proof

Engineered for Evidentiary Rigor

Every capability is built on primary financial disclosures with persistent source verification.

Complete Transparency

Source-Linked Financial Data

Decades of balance sheets, income statements, and cash flows with instant click-to-source audit links.

AI-Powered Search

Filing & Transcript Intelligence

Semantic search across SEC filings and earnings calls with automatic citation numbering and highlight viewing.

Add-in Sync

Institutional Excel Modeling

Native =MASSARI.FIN Excel integration keeping proprietary financial models connected to live filings.

Claude & ChatGPT

AI-Connected Research (MCP)

Connect internal AI models and assistants to real-time, verified institutional financial data.

160+ Metrics

Screening & Valuation Comps

Construct universe screens, forward multiple tables, and revenue attribution breakdowns in seconds.

ETF Look-Through

Portfolio Monitoring & Overlap

Track aggregated exposures across multiple strategies, funds, and benchmark indices.

Multi-Factor Models

Risk Analysis & Factor Optimization

Quantify factor exposures, historical drawdowns, and portfolio stress tests against macro shocks.

Client & IC Ready

Standardized Committee Reports

Generate consistent, high-impact memos that document every assumption and source link.

See how Massari fits your investment process.

Bring one recurring workflow—such as an earnings update, portfolio review, or committee preparation process. We’ll show you how Massari reduces manual hours and improves team throughput.

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