LedgerEdge
AIQ Markets is an AI-powered intelligence platform for U.S. corporate bond markets that converts plain-English questions into sourced, auditable answers using FINRA TRACE, CUSIP, Moody's, and FRED data, serving institutional buy-side fixed-income participants.
- Company typePrivate
- Founded2020
- HeadquartersLondon, United Kingdom
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What LedgerEdge does
AIQ Markets is an AI-powered intelligence platform purpose-built for U.S. corporate bond markets. The company's single core product, AIQ Insight, converts plain-English questions into sourced, actionable answers by routing queries through 40+ specialist tools that integrate institutional-grade market data from FINRA TRACE, CUSIP Global Services, Moody's Ratings, and FRED (Federal Reserve Bank of St. Louis). Responses are delivered in 10–15 seconds with full source attribution, and the system retains user-specific context such as portfolios and followed issuers to personalize subsequent answers. The platform is designed to allow buy-side users to search TRACE transaction data for pricing patterns, construct portfolios based on issuer, rating, liquidity, or yield criteria, and identify bonds meeting specific trade criteria.
The product is positioned for institutional fixed-income participants, with a publicly attributed testimonial from Stephen Whyman, Head of Debt Capital Markets EMEA at Fidelity. AIQ Markets is SOC 2 Type II certified (independently audited via Vanta), is a member of the NVIDIA Inception Program, is a sponsor of FILS USA 2026, and has entered a partnership with MarketAxess, the leading electronic corporate bond trading platform. The company is privately held, incorporated and operating in the United States, and was described as newly launched in April 2026 by Greenwich Associates research.
Business model details — including pricing, contract structure, customer segments, revenue mechanics, headcount, and funding — are not publicly disclosed in the available source material. The website lists a "Request demo" entry point as the primary commercial conversion mechanism, suggesting a sales-led motion targeting institutional accounts rather than self-serve onboarding.
LedgerEdge firmographics
Firmographics- Name
- LedgerEdge
- Legal name
- AIQ Markets
- Website
- https://ledgeredge.com
- Company type
- Private
- Founded year
- 2020
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- AIQ Markets is an AI-powered intelligence platform for U.S. corporate bond markets that converts plain-English questions into sourced, auditable answers using FINRA TRACE, CUSIP, Moody's, and FRED data, serving institutional buy-side fixed-income participants.
- Ownership category
- akta.pro rank
LedgerEdge industry classification
Industry- Product category
- Fixed Income Intelligence Platform
- NAICS
- Securities and Commodity Contracts Intermediation and Brokerage (5231)
- SIC
- Security Brokers, Dealers & Flotation Companies (6211)
- akta.pro primary industry
- Transaction Analytics & Cash-Flow Insights (risk signals, forecasting) (FSAGACAG)
- akta.pro secondary industry
- Fixed Income Electronic Trading Platforms (Bonds/Credit) (FSAFANAB)
Keywords
Where LedgerEdge is headquartered
LocationHeadquarters
- HQ city
- London
- HQ country
- United Kingdom
- HQ region
- Europe
Markets served
LedgerEdge business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
LedgerEdge product offering
Product offeringCore offering
LedgerEdge operates AIQ Markets, an AI-powered commercial intelligence platform for the U.S. corporate bond market. Its core product, AIQ Insight, converts plain-English questions into sourced, auditable answers about market data, portfolio construction, pricing patterns, and bond trading criteria in 10–15 seconds. The platform integrates real-time and historical institutional data from FINRA TRACE, CUSIP Global Services, Moody's Ratings, and FRED, and is purpose-built for fixed-income professionals rather than being a generic chatbot.
Product overview
AIQ Markets offers a single unified product, AIQ Insight, which is an AI-powered intelligence platform purpose-built for U.S. corporate bond markets. The platform allows users to ask plain-English questions about market data, portfolios, pricing patterns, and bond trading criteria, receiving institutional-grade answers in 10-15 seconds. Built on the AIQ Intelligence Layer with 40+ specialist tools working together, it integrates real-time and historical data from FINRA TRACE, CUSIP Global Services, Moody's Ratings, and FRED — Federal Reserve Bank of St. Louis.
Differentiator
Problem solved
Functional benefit
Brands
- AIQ Insight: AI-powered plain-English question answering system for fixed income markets, allowing users to search TRACE data, create portfolios, and seek bonds to trade based on liquidity scores, yields, ratings, and other attributes
Products and services
- AIQ Insight AI-powered query interface that converts plain-English questions about U.S. corporate bond markets into actionable, sourced answers. Backed by 40+ specialist tools and institutional-grade data sources including FINRA TRACE, CUSIP, Moody's, and FRED. Built for institutional fixed-income professionals such as traders and portfolio managers.
- AIQ Markets Platform Unified commercial platform offering AIQ Insight as its core product, purpose-built for U.S. corporate bond markets with institutional-grade sourcing and an AI-powered intelligence layer.
Companies that use LedgerEdge
Customer profileIdeal customer profiles1 record
LedgerEdge technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- No
- API docs
- API detail
Core technology
AI maturity
App detail
AI capability3 records
LedgerEdge partnerships and signals
Strategic signalRecent moves6 records
Expansion highlights4 records
LedgerEdge competitors and assessment
Company assessmentEmerging players
- 9fin: AI-driven credit intelligence platform focused on leveraged finance and high-yield bonds. Closely comparable to AIQ as a venture-backed analytics challenger targeting institutional credit desks with modern data and AI workflows.
- Visible Alpha: Financial data analytics platform providing granular company-level fundamentals to institutional investors. Comparable to AIQ as an emerging data and analytics vendor institutionalizing proprietary datasets for buy-side workflows.
- AlphaSense: AI-powered market intelligence and enterprise search platform used across investment research. Comparable to AIQ as a peer applying large language model search and synthesis to financial workflows, though broader than fixed income.
- BondCliQ: Fixed-income market data and pricing platform providing evaluated prices for corporate bonds. Comparable to AIQ because it sits between TRACE data and the buy side, addressing a similar institutional analytics gap.
- Xtract Research: Bond research and covenant intelligence platform for institutional credit investors. Comparable to AIQ as a specialized emerging analytics provider aiming to bring structured, AI-augmented insights to fixed-income desks.
Broad incumbents
- Bloomberg L.P. Bloomberg Terminal is the default fixed-income analytics and data platform on the buy-side. Comparable to AIQ as the incumbent whose desktop workflow AIQ is attempting to augment or displace with AI-native question answering.
- Intercontinental Exchange (ICE): ICE operates fixed-income data, pricing, and analytics through ICE Data Services. Comparable as a large incumbent with overlapping corporate bond reference data and analytics used by the same institutional clients.
- LSEG (Refinitiv): Provides fixed-income data, analytics, and the DataScope feed used across credit markets. Directly comparable to AIQ because it serves the same institutional bond analytics use case from within a much broader data franchise.
Direct peers
- Tradeweb: Major electronic trading venue for fixed income including U.S. corporate bonds. Comparable to AIQ because it competes for the same desk workflow that AIQ Insight is designed to inform and accelerate.
- MarketAxess: Leading electronic trading platform for U.S. corporate bonds and AIQ Markets' named go-to-market partner. Directly comparable as it operates in the same corporate bond workflow where AIQ provides its intelligence layer.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat4 records
Key risks6 records
Key highlights7 records
Customer concentration
LedgerEdge social profiles
Digital presenceLedgerEdge compliance and trust
Trust signalCompliance1 record
LedgerEdge financial estimates
Financial estimateRevenue estimate
Valuation estimate
LedgerEdge leadership team
Management profileNumber of profiles
LedgerEdge funding detail
Funding detailFunding overview
Funding rounds
Investors
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
LedgerEdge M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about LedgerEdge
What does LedgerEdge do?
LedgerEdge operates AIQ Markets, an AI-powered commercial intelligence platform for the U.S. corporate bond market. Its core product, AIQ Insight, converts plain-English questions into sourced, auditable answers about market data, portfolio construction, pricing patterns, and bond trading criteria in 10–15 seconds. The platform integrates real-time and historical institutional data from FINRA TRACE, CUSIP Global Services, Moody's Ratings, and FRED, and is purpose-built for fixed-income professionals rather than being a generic chatbot.
Is LedgerEdge a public or private company?
LedgerEdge is a private company. It is classified as unknown and is currently operating.
When was LedgerEdge founded?
LedgerEdge was founded in 2020. It employs 11 to 50 people.
Where is LedgerEdge based?
LedgerEdge is headquartered in London, United Kingdom, in the Europe region.
Who are LedgerEdge's main competitors?
Emerging players on record are 9fin, Visible Alpha, AlphaSense, BondCliQ and Xtract Research. Broad incumbents are Bloomberg L.P., Intercontinental Exchange (ICE) and LSEG (Refinitiv). Direct peers are Tradeweb and MarketAxess.
Does LedgerEdge have an API?
No public API is recorded for LedgerEdge.
What industry is LedgerEdge in?
LedgerEdge's product category is Fixed Income Intelligence Platform. Its primary akta.pro industry code is FSAGACAG, Transaction Analytics & Cash-Flow Insights (risk signals, forecasting), with a secondary code of FSAFANAB, Fixed Income Electronic Trading Platforms (Bonds/Credit). Its NAICS code is 5231 and its SIC code is 6211.