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Reconciliation: 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.
- 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
- Admin Oversight Agent — AI agent that reviews each fund administration close pack and flags errors and inconsistencies before financial statements reach investors. source
- AutoRek — Financial control platform combining reconciliation, data oversight and regulatory assurance, with an AI engine branded ARIA. source
- Caruso — AI-native fund administration software for private markets whose reconciliation matches bank deposits to outstanding capital calls and flags partial matches. source
- Citco Fund Administration — Independent administrator for hedge funds, funds of funds, private equity and private credit, covering accounting, investor relations, independent pricing, middle office and treasury. source
- Clearwater Compass — Announced 3 June 2026, it applies AI to investment accounting operations; the first two capabilities are Smart Suspense, which matches and categorises unapplied cash, and Recon Transparency, which shows clients the reconciliation breaks Clearwater is working on their behalf. source
- Clearwater Investment Accounting Platform — Daily multi-basis, multi-currency accounting book of record producing GAAP, STAT, IFRS and tax bases at once, with NAV and stakeholder reporting. source
- Clearwater Investment Intelligence — Aggregates, reconciles and validates investment data daily as a managed service; the company now trades as CWAN and went private in June 2026. 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
- CollateralConnect — Securities finance automation hub whose CollateralConnect module handles exposure, margin and collateral across the securities lending and repo lifecycle. source
- Control Cloud — Cloud platform that matches financial data across systems and runs exception and investigation workflows for back-office operations. source
- Duco — No-code, cloud-native platform where operations staff build their own reconciliations, plus data extraction and exception management. source
- Electra — Long-standing buy-side reconciliation brand; electrainfo.com now redirects to a Gresham page, so the product name and current scope could not be read on a live page. source
- Ellis — Sits above a private credit manager's fund administrator, general ledger, loan and bank systems, reconciles them into one book with every figure traceable to its source, and runs agents across close, LP reporting and portfolio monitoring. source
- FIS Data Integrity Manager — SWIFT-accredited reconciliation platform, formerly sold as IntelliMatch, that tracks reconciliation inventory and uses machine learning to speed matching. source
- FIS Post Trade Processing Platform — Cloud post-trade platform covering settlement, middle office, accounting, corporate actions and collateral across securities, derivatives and tokenized assets; this is the former Torstone Technology platform, whose site now redirects to FIS. source
- Fund Recs — No-code platform used by fund administrators and asset managers to connect, normalise and reconcile fund operations data. source
- FundGuard — Cloud-native real-time accounting engine that runs IBOR, fund accounting/ABOR and private markets portfolio accounting on one system; raised a $40M Series B in 2022. source
- GenieAI — Connects an existing stack of administrators, custodians, OMS and accounting systems into one operational layer and runs no-code agent workflows over it for shadow NAV oversight, reconciliation, corporate actions, reporting and share class analysis. source
- Grath — Newer reconciliation platform built specifically for client money, client asset and safeguarding reconciliations; its site states it has joined AutoRek. source
- Gyre Hub — Portfolio analytics platform covering portfolio management and construction, back testing, performance, risk, compliance, reconciliation, portfolio accounting, ESG and tax. source
- Hanover Park — AI-native fund administration platform that continuously three-way matches bank feeds, source documents and the general ledger, claiming 90 percent of cash auto-reconciled. source
- HedgeGuard — Combined PMS, OMS, risk and reconciliation for hedge funds, handling traditional and digital assets on one book of record. source
- Investment Operations Outsourcing — Full middle-office platform covering trade support, investment accounting, performance and risk, client reporting and billing. source
- Investment Operations Outsourcing (BluePrint) — End-to-end middle and back office operations and trading services on its proprietary BluePrint platform. source
- Limina IMS — Cloud-native portfolio and order management that runs compliance checks at order creation with breach approval workflows; Limina became part of Arcesium in February 2026. source
- Linedata Navquest NAV Oversight — Independent NAV oversight with more than 70 configurable controls that check an internally or administrator-produced NAV before it is struck. source
- Linedata Reconciliation — Outsourced reconciliation of positions, cash, transactions and P&L for hedge funds, private equity and private credit, with machine learning that suggests break causes and next steps. source
- Middle Office Services — Outsourced trade settlement, confirms and OTC verification, collateral management, P&L and cash reconciliation for fund clients. source
- Middle and Back Office Services — 24x7 outsourced trade processing, reconciliation, fund accounting and NAV, corporate actions and financial statements for traditional and alternative managers. source
- NeoXam Agents — A platform for building, running and supervising AI agents across NeoXam's investment operations software, launched on 24 June 2026 with agents for reconciliation breaks, compliance alert triage, data setup and report generation, and general availability set for September 2026. source
- NeoXam Aro — Low-code reconciliation platform for trades, cash, bank accounts and NAV validation, built on the EZOPS technology NeoXam acquired in December 2024. source
- Nirvana ONE — Integrated trading, portfolio management, accounting and analytics on one codebase for hedge funds, asset managers and family offices. source
- Nirvana PMS & Accounting — Integrated portfolio management and accounting with real-time IBOR and automated reconciliation, sold to institutional asset managers; the site cites 15+ years. source
- Nomerra — AI agent platform for private-markets asset servicers and managers that processes fund documents, moves data between systems, performs cash reconciliation and prepares payments. source
- OSTTRA Trade Processing (MarkitServ) — Automates trade processing, messaging and matching to confirm, allocate, clear and report trades; built from the MarkitServ, Traiana, TriOptima and Reset businesses. source
- OSTTRA triResolve Margin — Automated margin call calculation, dispute resolution and settlement across bilateral OTC, cleared, repo and exchange-traded derivatives; the former TriOptima service. source
- OTTO — Software that automates digital asset reconciliation and reporting for fund administrators and private funds. source
- Operations Concierge — A managed service that runs the trade lifecycle on Coremont's investment book of record, covering trade capture, affirmation, reconciliation and downstream processing for managers who do not staff those functions themselves. source
- Opterra — Post-trade and investment operations platform covering unified accounting, allocations, reconciliations and treasury; paired with Limina for front-to-back. source
- Outsourced Investment Operations — Outsourced middle and back office operations, systems integration and automation for investment managers and technology providers. source
- Outsourced Middle Office Services — Trade capture, shadow books, reconciliation, cash and collateral management run inside the client's own OMS/PMS rather than a proprietary platform. source
- Outsourced Middle Office and COO Services — Boutique outsourced middle office and outsourced COO support for hedge funds and long-only managers, including emerging firms. source
- Perfona — Cloud-native accounting and investor management system with automated daily trade reconciliation, used to run the vendor's own fund administration service. source
- PortfolioShop — Third-party multi-asset reporting system offered through StoneX prime services for daily reconciliation and real-time asset valuation across prime broker accounts. source
- Prime EDM — Enterprise data management for pricing and reference data that names corporate actions as a core use case; Gresham also sells Control Cloud, Connect Cloud, Pulse Data and Opus EDM. source
- ReconAI — Agents that identify reconciliation breaks, investigate the cause and propose or apply a resolution, covering position, cash, performance and trade confirmation reconciliation and NAV oversight. source
- Reconciliation & Matching — Reconciliation and matching sold inside Broadridge's middle and back office suite; a competitor's comparison page calls the product BRx Match, which I could not confirm on Broadridge's own site. source
- Ridgeline — Cloud platform with order management, electronic trading, compliance, accounting and client reporting in one system; recently rebranded from ridgelineapps.com to ridgeline.ai. source
- SS&C Middle Office Services — Outsourced middle-office service covering trade capture, reconciliation and portfolio valuation for asset managers, hedge funds and private markets firms. source
- Smart Actions — Corporate actions processing module inside SmartStream's post-trade product family alongside Smart Reconciliations, Smart Collateral and Smart Fees. source
- Smart Reconciliations — High-volume reconciliation and exception management for cash, securities and settlements, with an AI layer the vendor calls Air. source
- Synergy — Post-trade data collaboration network that connects counterparties and workflows across asset classes for settlement exception management. source
- Versana Digital Data Platform — Takes loan agent data for broadly syndicated loans and private credit directly from administrative agents and publishes it to lenders in real time, with a reconciliation module on top. source
- Wyden — End-to-end OEMS for institutional digital assets with smart order routing across 65+ exchanges, brokers and OTC desks, plus treasury and reconciliation. source
- Xceptor — Data automation platform that ingests, transforms, normalises and validates data across post-trade workflows including reconciliations and tax. source
- Xceptor Confirmations — Automates confirmation generation, counterparty chasing, AI extraction from unstructured confirmation documents and matching of booked trades against the broker version. source
- Xceptor Reconciliations — Automates reconciliation over structured and unstructured inputs such as PDFs and broker statements, with smart matching and exception routing. source
- i-Recs — Reconciles positions, balances, trades, cash flows and P&L for hedge funds and commodity traders, and claims full margin-account reconciliation for listed and OTC derivatives. source
- pControl — Fund accounting automation and oversight platform, originally Milestone Group, aimed at firms that outsource accounting and want to control the record. 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.