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Risk analytics: a buyer's guide
What we list in this category, where each entry came from, and the questions worth pressing on before you commit.
Every entry below was recorded from a page we opened, and each carries the source we read. Where we could not establish something it is left blank rather than guessed. Read how this site works if you want the detail.
What we list
Every product we hold in this category, in one list. A supplier that has run in production for twenty years and one that launched last year appear together and carry the same fields, because that is the comparison a buyer has to make. Each entry's founding year and owner are on its company page where the company states them, and both bear on continuity: long service is evidence a supplier will still be there, and a young supplier may offer capability and pricing the incumbents do not while carrying fewer references at your size.
- 1Token CAM — Tracks collateral positions and margin utilisation across exchanges and custodians for digital-asset funds, allocators, lenders and prime brokers. source
- ALTO Investment — A front-to-back platform for asset managers and asset owners covering portfolio construction and analysis, order management and execution, embedded investment guidelines and pre- and post-trade controls, market and liquidity risk, instrument and benchmark data, and operations through to corporate actions, reconciliations and NAV control. source
- AQMetrics Investment Compliance — Automated monitoring of portfolios against internal controls, risk limits and client mandates; the vendor emphasises continuous post-trade oversight rather than pre-trade screening. source
- Acadia — Industry margin utility (Margin Manager, Collateral Manager, Agreement Manager, IM Exposure Manager) that moves margin calls between counterparties; formerly AcadiaSoft, acadia.inc now redirects to LSEG. source
- Aladdin — Enterprise risk, portfolio management and trading platform used across asset managers, pensions and insurers. source
- Aladdin Risk — Whole-portfolio risk management inside the Aladdin platform, spanning public and private holdings. source
- Alkymi Private Credit — Extracts data from loan agent notices, compliance certificates and borrower financials to track loan performance, covenant compliance and risk metrics. source
- Alpha Theory — Turns analyst research inputs and price targets into disciplined position sizing and process analytics for fundamental managers. source
- AlternativeSoft — Fund selection and portfolio risk analytics for allocators, with style and factor analysis over a 500,000-plus fund universe. source
- Amberdata — Crypto and blockchain market, DeFi and derivatives data with analytics, risk and compliance tools; Amberdata's own site carries the news of its acquisition by Kaiko, so lists still showing it as independent are out of date. source
- Arcana — Portfolio intelligence for hedge funds combining a core factor model, thematic and intraday live risk, crowding and concentration analysis. source
- Axioma Factor Risk Models — Equity, credit-spread and private-fund factor risk models sold alongside the Axioma Portfolio Optimizer. source
- Axioma Portfolio Analytics — Axioma portfolio construction, risk and attribution tools run inside the SimCorp One platform alongside SimCorp Dimension. source
- Axioma Risk — Cloud-native, API-first multi-asset portfolio risk system giving one consistent view of risk across a firm. source
- BarraOne — Multi-asset factor risk and return attribution across public and private assets, built on the Barra models. source
- Bayesline Risk Suite — Lets managers build their own custom factor risk models fast, including thematic factor exposures derived from company filings. source
- Beacon by Clearwater — Cross-asset trading and risk modelling layer that plugs analytics and custom models into the PMS/OEMS workflow. source
- Bloomberg PORT — Portfolio and risk analytics function on the Bloomberg Terminal, widely used for return attribution against benchmarks. source
- CEPRES Portfolio Management — Monitors funds and portfolio companies across PE, VC, credit, real estate and infrastructure on top of a verified deal performance database; legal entity is CEPRES GmbH. source
- Capitolis Portfolio Optimization — Offsets redundant positions across counterparties to cut capital and collateral requirements, with a separate capital marketplace connecting banks to institutional investors. source
- Cascade — Private credit platform for asset-based finance providing receivables data integration, risk analytics, deal structuring and facility monitoring for originators and institutional investors. source
- Cassini Margin and Collateral Intelligence — Pre-trade and post-trade margin analytics and collateral optimization for cleared OTC, bilateral OTC and listed derivatives, sold heavily to hedge funds and asset managers. source
- Charles River IMS — Single platform covering portfolio management, order and execution management, compliance, post-trade operations and investment accounting; the core technology of State Street Alpha. source
- Charles River Portfolio Management and Risk Analytics — Risk analytics built into the Charles River front-office platform, now sold as part of State Street Alpha. source
- Clarion PMS — Cloud-based portfolio management software with live pricing, real-time P&L and risk, derivatives analytics and an integrated order management system across rates, fixed income, credit, FX, equities and commodities. source
- Clarity AI Sustainability Tech Platform — Automates SFDR, EU Taxonomy and MiFID II sustainability reporting over a large listed and private company dataset; acquired the sustainability fintech ecolytiq in July 2025. source
- Clarus Financial Technology — Analytics for derivatives margin, scenario analysis and hedging, plus aggregated data on swaps and other derivatives. source
- Clear Street Studio — Cloud-native prime brokerage whose client platform bundles a financing portal, portfolio management, risk and execution on one real-time ledger, sold to hedge funds and family offices. source
- Clearwater Risk & Performance — Cloud performance and risk analytics delivered as a managed service on top of Clearwater's investment accounting book of record; Enfusion is now sold as Enfusion by Clearwater. source
- Climate Digital Twin — Climate physical-risk analysis covering company subsidiaries and physical assets across 50+ hazards, delivered as data, a web app and enterprise risk integration for asset managers, banks and insurers. source
- CreditSights — Independent credit research, covenant analysis, news and financial data on global credit markets for asset managers and insurers. source
- Crisil Integral IQ — Outsourced research, analytics and data operations for buy-side and sell-side firms, including credit analysis, covenant monitoring and periodic reviews. source
- CrossAsset — Pricing and risk analytics libraries for OTC and exchange-traded derivatives, fixed income and structured finance; now also sells the former FINCAD Analytics Suite and Kynex convertible analytics. source
- Derivative Path — Platform and advisory service for interest rate and FX hedging, used by fund managers to size, execute, monitor and report hedges from deal evaluation through exit. source
- Elwood — Modular digital asset OEMS covering execution, portfolio, risk, collateral and reconciliation for professional institutions. source
- Everysk — Multi-asset portfolio analytics and workflow automation with real-time breach alerts and limit monitoring for funds and family offices. source
- FactSet B-One (Performance, Attribution and Composites Management) — Enterprise performance measurement, attribution and GIPS composite management; also listed as a vendor in the official GIPS Standards service provider directory. source
- FactSet Portfolio Analytics — Combines risk analysis, exposure monitoring, scenario analysis and more than ten attribution models in one platform. source
- Factor Risk Lens — Factor risk decomposition for portfolio managers and traders, launched alongside Factor Analytics for CIOs and risk leaders. source
- Galaxy Investment Compliance Monitoring — Rule-checking and exception monitoring against regulatory limits, prospectus limits and investment mandates, with over 2,000 pre-built rules; the vendor describes it as post-trade restriction monitoring. source
- Gyre Hub — Portfolio analytics platform covering portfolio management and construction, back testing, performance, risk, compliance, reconciliation, portfolio accounting, ESG and tax. source
- HedgeGuard — Combined PMS, OMS, risk and reconciliation for hedge funds, handling traditional and digital assets on one book of record. source
- ICE Market Price Valuation (MPV) — Independent valuations for OTC derivatives across commodities, credit, equities, FX and interest rates. source
- IMTC — Fixed income portfolio management platform whose order management module is a trade blotter connected to ECNs, dealers and third-party OMS and EMS platforms. source
- ISS ESG Climate & Nature Analytics — Carbon footprinting, physical and transition climate risk, net-zero alignment and biodiversity impact data for portfolios. source
- Integrum ESG Platform — Transparent, source-linked ESG metrics rather than a single opaque score, sold to asset managers, hedge funds, private equity and wealth advisers; launched an SFDR compliance tool in May 2022. source
- Jacobi — Software for multi-asset portfolio design, analytics and client reporting. source
- Kiski Platform — Risk decomposition, scenario analysis and stress testing aimed at independent managers, allocators and family offices. source
- MAC3 Multi-Asset Risk Models — Cross-asset factor risk model with over 3,000 factors, extended in 2026 to private equity, private credit, real estate and hedge funds. source
- MPI Stylus (Stylus Pro and Stylus Web) — Returns-based style analysis and performance attribution used by allocators, consultants and fund selectors; also offices in London and Tokyo. source
- MSCI ESG Ratings — Scores companies on exposure to industry-specific environmental, social and governance risks, and feeds most of the ESG indices institutions benchmark against. source
- MSCI RiskMetrics RiskManager — Hosted enterprise risk system combining value-at-risk, factor, stress testing and liquidity analysis on the RiskMetrics calculation engine. source
- MX.3 for Collateral Management — Module of the MX.3 platform running variation and initial margin through settlement, with cheapest-to-deliver collateral allocation and a real-time global inventory. source
- Morningstar Sustainalytics ESG Risk Ratings — Rates how much unmanaged material ESG risk a company carries, on a five-band scale used widely for screening and controversy tracking. source
- Northfield Risk Models — Supplies factor risk models and portfolio analytics software that investors use to measure and manage portfolio risk. source
- Numerix Enterprise Risk Management — Derivatives-heavy market risk, counterparty credit risk and model validation built on the Numerix analytics library. source
- Omega Point — Factor, theme, macro and crowding analysis layered over third-party risk models from MSCI, FactSet and S&P Global. source
- OpenGamma — Derivatives margin analytics and capital optimization for hedge funds and commodity trading firms; acquired by Trading Technologies on 17 December 2025 and being folded into the TT platform. source
- Orchestrade — Natively cross-asset front-to-back platform combining trading, real-time risk, trade lifecycle and an integrated general ledger. source
- Performance Measurement and Attribution (PEARL) — Performance measurement and attribution is one of Ortec Finance's named solution lines, used heavily by pension funds and asset owners. source
- Quantifi Risk Management — Unified market, counterparty, liquidity and credit risk view for investment managers trading credit and derivatives. source
- RepRisk Platform — Screens external news and other public sources for business-conduct and reputational risk incidents, covering listed and private companies. source
- Resiliq — Runs AI agents and quantitative models over private market data for company research, due diligence, transaction modelling and portfolio risk work. source
- Reval — SaaS treasury and risk management system, one of several treasury products ION has consolidated under one roof. source
- Revolution (including Revolution Composites) — Multi-asset performance, attribution and risk analytics plus GIPS composite construction; this is the former StatPro Revolution product, acquired by Confluence in 2019. source
- Risk Shell — All-in-one risk and portfolio construction workbench for fund-of-hedge-fund investors, with factor analysis, stress testing and liquidity analysis. source
- RiskAPI — On-demand risk calculation service delivered as an API and Excel add-in, bundling data, models and compute for smaller hedge funds. source
- RiskSmart+ — The portfolio and risk management module of TS Imagine's TS One platform, sold to buy-side firms alongside its TradeSmart execution and order management module. source
- RiskSpan Edge Platform — Portfolio risk analytics specialised in mortgages and structured credit, covering agency MBS, MSRs, private-label RMBS and asset-backed finance. source
- Riskdata — Multi-asset risk management software that computes risk indicators for asset management companies and hedge funds. source
- S&P Global Sustainable1 — Combines the Corporate Sustainability Assessment with the Trucost environmental datasets into ESG scores and climate data for investors. source
- SEI Novus (Novus Platform) — Attribution using Brinson and alpha/beta return decomposition against thousands of benchmarks, aimed at hedge funds and allocators; Novus was acquired by SEI in November 2021. source
- SS&C Algorithmics — Market risk, scenario generation and stress testing for asset managers across active strategies, ETFs and alternatives. source
- SimCorp One — Front-to-back investment management platform used by large institutional managers, insurers and pensions. source
- Soborro Portfolio Risk Profiler — Soborro provides an Economic Scenario Generator that models interest rates, inflation and returns over long horizons, plus a Portfolio Risk Profiler that assesses potential gains and losses of allocations for long-term investors. source
- Solovis — Multi-asset analytics for allocators with bottom-up multi-factor risk exposures, historical scenario analysis and stress testing. source
- Style Analytics — Holdings-based factor exposure and style analysis used by managers, asset owners and investment consultants. source
- Total Portfolio Oversight — Developed with Blackstone and announced 3 June 2026, it puts portfolio oversight, risk exposure, shock analysis and direct portfolio query across public and private holdings in one view; Clearwater says it is in production and being extended to selected beta clients. source
- TradeSmart EMS — All-asset-class EMS created by combining TradingScreen and Imagine Software; product name may have changed since 2022. source
- Valuation of Complex and Illiquid Instruments — Boutique that marks hard-to-price derivatives and structured credit, including variance and volatility swaps, CDOs, CLOs and total return swaps. source
- Vidrio Platform — Technology-enabled service for allocators covering data aggregation and exposure analytics across hedge funds and private capital; the About page confirms the company but not the attribution module specifically. source
- Wallstreet Suite — Enterprise treasury and risk system aimed at the largest and most complex organisations, including central banks and sovereigns. source
- dv01 — Loan-level data management, reporting and analytics for structured products and private credit, including portfolio and market surveillance for investors. source
- eFront — Enterprise alternative investment operations and analytics suite, sold by BlackRock alongside Aladdin. source
What to ask
These come from the same question bank our request-for-proposal process uses, so a guide and an RFP never drift apart. The four sections below carry the most weight in that bank.
Functional fit
Whether the system does the job for YOUR instruments, markets and volumes — not for the demonstration portfolio. The questions separate what runs in production today from what is on the roadmap, because that distinction disappears in a sales meeting and reappears during implementation. It also asks what still has to be typed in by hand, which every system has and few volunteer.
- Which asset classes does the product support in production today?
- Is there a full audit trail of who changed what and when, and can it be exported?
- Does the system enforce segregation of duties between front and back office?
- Is maker-checker approval supported on material actions, and is it configurable by action type?
- Can a valuation be sourced and approved independently of the people who trade?
Security and resilience
Whether the vendor's security is independently attested or merely asserted. The questions ask for certifications you can read, penetration tests you can see the summary of, and recovery objectives that are written down. Incident history is asked directly, because a vendor that has handled a breach well is often a safer choice than one that has never been tested.
- Which independent attestations do you hold currently?
- Will you provide the most recent report under a non-disclosure agreement?
- Is data encrypted in transit and at rest?
- Is single sign-on supported, and is multi-factor authentication enforced?
- Can your own staff see our data, and is that access logged and reviewable by us?
Compliance and regulatory
Whether the system stands up to your regulator and your auditor. Covers the reporting regimes the product supports directly, whether it can evidence who saw or changed a record, how long records are retained, and where in the world your data physically sits — which is a hard constraint for many firms rather than a preference.
- Can the system evidence to an auditor who saw or changed a given record, and when?
- In which jurisdictions is our data stored and processed?
- Are there any pending criminal matters or debarment proceedings involving the firm, its officers or its managers?
- Which regulatory reporting regimes does the product support directly?
- When a regime changes, is the update included in the licence or charged separately?
Clients and references
Whether they have done this for a firm like yours, and whether those firms stayed. Vendors present client counts and logos readily; they present ATTRITION reluctantly, which is why this section asks for clients lost and migrations completed as separate questions from clients won. Size fit decides more failed implementations than feature lists do, so it is asked directly.
- How many client firms use this product in production today?
- How many of those are of a similar type to our firm?
- How many are within our assets-under-management band?
- How many clients did you LOSE in each of the last three years?
- How many implementations begun in the last three years were abandoned before go-live?
You can send all 167 of these questions to the vendors you choose, and get every answer back side by side. Run an RFP — it is free to you and free to them.