NewSix Lessons from Building AI for Fixed Income Markets

Anything you want to know about the U.S. corporate bond market, in seconds.

AIQ Insight is built for speed and accuracy in the fixed income workflow. We deliver the fastest, most accurate answers to U.S. corporate bond questions.

Available now via Web App or API, so you can use it on its own or plug it into your in-house tools.

Smarter portfolios, faster discovery, more trades.

AIQ INSIGHT
AIQ Insight answering “Graph Apple’s yield curve” with a chart of 43 Apple bonds’ latest TRACE yields by years to maturity

Partnered with MarketAxess

“Partnering with AIQ Markets is one of the ways we are advancing our GenAI strategy at MarketAxess. By integrating AIQ Insight, we are exploring how natural language workflows can simplify access to complex fixed income information.”
Julien Alexandre, Global Head of Quant Research, MarketAxess

Featured in

Coverage and commentary on AI in fixed income.

Read the coverage
The TRADETraders MagazineFinextraTabb ForumA-Team InsightCrisil Coalition Greenwich

Workflow

Evaluate opportunities more quickly; scan tens of thousands of CUSIPs near-instantly; trade and rebalance more often.

Run the cycle more often

Faster cycles, sharper monitoring

  1. 01Screen the universe
  2. 02Find what changed
  3. 03Compare value & liquidity
  4. 04Trade / rebalance

Use cases

What AIQ Insight does best

Spread levels & issuer curves

“Graph the yield curves of all the hyperscalers.”

Volume surges

“Which bonds inside 10 years have been unusually active?”

Most-active screens

“Top 10 most active IG energy bonds today.”

Sector swaps & rebalancing

“Replace these utilities names with similar materials names: Duke Energy 4.200% 2030, NextEra Energy 4.600% 2027, American Electric Power 5.200% 2029.”

Single-bond deep dives

“Give me the last 5 trade prints for 30303MAH5.”

Market-wide activity & volume

“How does yesterday’s volume compare to the 30-day average?”

Movers and what changed

“Show me the biggest movers in industrials yesterday.”

Liquidity comparison

“Rank these 20 CUSIPs by liquidity.”

Industry research

“Commercial solutions [like] the newly launched AIQ Markets allow users to easily search through TRACE data to find pricing patterns, create a portfolio with given criteria and seek out bonds to trade based on liquidity scores, yields, ratings, and just about any other attribute you can think of.”
Kevin McPartland, Crisil Coalition Greenwich, April 2026

Platform

Works right out of the box

Ask in plain English and get a sourced answer in seconds — in the Web App, or through the API inside the tools your desk already runs. Built for fixed income from the data up.

Machine-ready bond data.

Our pipeline cleans and structures U.S. corporate bond data on Snowflake for fast, reliable analysis.

Fixed income expertise, built in.

A specialized bond ontology and an evaluation set of resolved edge cases help AIQ interpret complex questions correctly.

Proven on real bond questions.

AIQ consistently outperforms leading terminal AI assistants on our evaluation set, helping traders analyze opportunities faster.

Every Answer Is Sourced

Every figure comes straight from named, auditable market data — so you always know where the number came from. No black boxes.

Tailored to You

AIQ remembers your portfolios, the issuers you follow, and how you work — getting more relevant every time you use it.

Compliant by Design

Permissions, data rights, and compliance are built in, so every answer stays attributable and within your data licenses.

Ready to Move Faster?

Ask about the market in plain English. Get institutional-grade answers in seconds.