Portfolio Analytics for Investment Managers

World-class Investment Management analytics.Across every silo of your firm.

55 interactive reports — performance, risk, compliance, accounting, and more — unified for the portfolio managers and analysts who run the book, and the ops team that supports them.


Platform

55 interactive reports. 11 categories.

Traditional reports, natural-language queries, and on-demand analysis — every number clickable to the source row and auditable to the source calculation.

Data

Cloud-native, AI-augmented reference layer: institutional-grade security master with bi-temporal versioning, point-in-time price history across every global market, real-time benchmark constituents and returns, event-driven corporate-action feed, machine-readable fundamentals, streaming news, and SEC filings — all governed by a continuous reference-data quality monitor with automated anomaly detection.

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Portfolio Management

End-to-end, real-time operational spine: straight-through trade processing, multi-currency cash balance and forecast, event-driven corporate-action ledger, investor-level capital activity, and cross-prime-broker margin and collateral intelligence — fully auditable, always-on, and built for multi-strategy, multi-book operations.

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Portfolio Construction

AI-assisted, mandate-aware portfolio building: custom benchmark blends, security- and segment-level rebalance engines with turnover budgets and tax-aware lot selection, delta-adjusted multi-asset exposure sizing, cash-aware allocation — every proposed trade pre-checked, auditable, and executable at scale.

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Back Testing

Institutional-grade, event-driven simulation workbench: point-in-time data with zero look-ahead, survivorship-bias-free universe, configurable transaction-cost, slippage, and market-impact models (linear, square-root, Almgren-Chriss) — simulated results route into the same institutional Performance, Risk, and Attribution views you use for live portfolios.

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Performance

Institutional-grade, multi-period return calculation: daily TWR and MWR, position-level dollar P&L with top/bottom contributors, multi-currency attribution, Brinson-Hood-Beebower decomposition with Cariño linking, and a fully GIPS 2020–compliant composite presentation with every §1.A disclosure — client-ready, regulator-ready, auditor-ready.

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Risk

Multi-factor, multi-dimensional, real-time risk analytics: covariance with Ledoit-Wolf shrinkage and factor-model estimation, asymmetric up/down betas, historical and parametric VaR with full decomposition, scenario-based stress tests, exposure concentration via HHI and tail metrics, and proposed hedge ratios — every number clickable to the contributing positions.

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Compliance

Audit-ready, regulator-ready compliance engine: 50 configurable rules across 6 categories with pre-trade, post-trade, and end-of-day check modes, continuous full-portfolio scans, and an immutable evaluation log — every decision traceable to the rule, the inputs, the evidence, and the timestamp.

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Reconciliation

AI-native, always-on back-office automation: LLM-powered structured extraction from unstructured custodian statements, corporate-action notices, and prospectus supplements, plus continuous multi-party position, transaction, and cash reconciliation across every custodian, prime broker, and PMS.

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Portfolio Accounting

Institutional, multi-book books of record: double-entry GL with 20 event-to-journal mappings, daily accruals (OID, market-discount amortization, bond-premium, IFRS 9 ECL 3-stage impairment), HWM/hurdle performance-fee calculation, full P&L statement, automated trial-balance tie-out, and audit-ready multi-class NAV.

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ESG

AI-enhanced, mandate-aware ESG oversight: multi-provider weighted-average scores at portfolio, strategy, and sleeve level, exclusion screens with revenue-threshold and values-based overlays, and LLM-derived ratings with traceable evidence for issuers lacking third-party coverage.

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Tax

Enterprise-grade, cross-account tax-lot engine: nine lot-relief methods (FIFO, LIFO, HIFO, specific ID, and more), full IRC §1091 wash-sale disallowance with cross-account and cascading detection, §1256 mark-to-market handling, PFIC and straddle recognition, and an AI-ranked loss-harvesting engine prioritizing after-tax impact with mandate- and carryforward-aware scoring.

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Built For Your Team

One platform. Every seat in the firm.

We mapped 70 distinct roles inside a typical buy-side firm to the reports they actually use. Here are the ten most common — every one of them shares the same position book, the same prices, and the same audit trail.

Chief Investment Officer

Also serves the CEO, Investment Committee, and fund-board trustees.

I need to know what we own, how it's positioned, and where the risk sits — before the next IC meeting, not three days after.

Total-program AUM and exposure across every account, attribution that explains the period in one screen, risk metrics that come from the same position book, and a governance pack that's already audit-ready. No reconciling four different vendors before the meeting starts.

Portfolio Manager

Equity, fixed income, multi-asset, quantitative, macro, and private markets.

I need a single view of position, exposure, P&L, risk, and compliance — and I need to be able to ask 'what if' without waiting on operations.

One dashboard ties positions to prices, FX, classifications, P&L, exposure, factor betas, and live compliance headroom. Pre-trade what-ifs run against the same engine that produces tonight's NAV — same answer, same lineage, no spreadsheet drift.

Buy-Side Trader

Equity, fixed income, FX, rates, derivatives, and program trading desks.

I need pre-trade impact and post-trade TCA without rebuilding it in Excel after the fact.

Trade lifecycle, settlement status, broker performance, and STP rates all rolled up from the same transaction ledger that feeds accounting. Pre-trade exposure and compliance checks fire before the order leaves the desk; post-trade attribution and break aging are ready by 7am.

Chief Risk Officer & Risk Analyst

Market, credit, liquidity, counterparty, model, and operational risk.

I need VaR, tracking error, stress, and liquidity views — all from the same position book the PMs see, not a stale overnight extract.

Parametric, historical, and Monte Carlo VaR with component decomposition; full Brinson and factor-based attribution; covariance estimated four different ways with diagnostics; historical and reverse stress tests over user-defined scenarios. Same position, same prices, same answer.

Chief Compliance Officer

Investment guideline, regulatory reporting, AML/KYC, and code-of-ethics teams.

I need pre- and post-trade rules running on every account, restricted-list breach detection, and a clean audit trail by morning.

Mandate, regulatory, and prospectus rules evaluated continuously with severity, headroom, and breach aging. Restricted-list checks (sanctions, MNPI, client-directed) fire pre-trade and post-trade. Every breach carries a reproducible audit trail back to the position, transaction, and rule version that produced it.

Performance & Attribution Team

Performance analysts, attribution analysts, and GIPS specialists.

I need a TWR and a Brinson attribution that I can defend to a verifier and to a client at the same time.

Full GIPS 2020 stack: daily Modified Dietz with large-flow detection, geometric linking, fee accruals with HWM and hurdle, three-year ex-post standard deviation, and a composite presentation with every required disclosure. Position-level decomposition into price, income, FX, and expense — every line annotated with the GIPS provision it satisfies.

Investment Operations & Middle Office

Trade support, reconciliations, corporate actions, collateral, and IBOR teams.

I need recs, settlements, corporate actions, and collateral in one place — and to know which break to chase first.

Position, transaction, and cash reconciliation against custodian and prime broker; trade lifecycle and settlement aging; corporate-action entitlements and elections; margin requirements with collateral inventory and haircuts. Breaks are categorized, aged, and prioritized by financial impact — not just chronologically.

Fund Accountant & Controller

Investment accounting, tax, treasury, and audit teams.

I need a NAV I can sign off on by 7pm — accruals, expenses, fee accruals, and a trial balance that ties.

Double-entry general ledger derived from every transaction and valuation event; daily accrued interest, dividends, and fee accruals (with tiered management fees and HWM-based performance fees); P&L statement, trial balance, and NAV per share class. Ledger and NAV reconcile back to the same position and price the front office is looking at.

Client Portfolio Manager & Distribution

Institutional sales, consultant relations, RFP teams, and client service.

I need a client-ready performance, attribution, exposure, and compliance pack on the fly — without bothering the PM.

Every dashboard exports as a client-ready report with the firm's branding, the period of your choice, and a clickable audit trail back to the source position. Same numbers as the PM's screen — no hand-built decks, no version drift, and no late-night QA cycle the night before a finals meeting.

OCIO, Family Office & Multi-Manager

OCIO providers, sovereign wealth funds, public pensions, and family offices.

I need a total-program view across direct holdings, manager allocations, vintages, and tax — without building a spreadsheet for every client.

One position book that spans direct holdings, fund-of-funds allocations, and private-markets vintages; tax-aware lot accounting across share classes and jurisdictions; manager-level performance and attribution alongside the look-through portfolio. Same engine handles a $5B family office and a $50B public pension.

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Research library

200+ curated papers, free, no signup

Curated finance, risk, ML, AI, and quantitative Python research — searchable, filterable, streamable in-browser.

  • Quant Finance
  • Risk Management
  • Machine Learning
  • LLMs & AI
  • Python
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Flagship strategy

Asymmetric Beta

Long/short equity framework that decomposes market beta into upside (β⁺) and downside (β⁻) components — surfacing the structural asymmetry that single-factor beta hides.

  • Long/Short Equity
  • β⁺ / β⁻
  • Portfolio Construction
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Frequently asked

About us

The questions prospects ask us most often — data integration, security, metrics, pricing.

  • How does data integration work?
  • What metrics and analytics are available?
  • How is my data secured?
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