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.

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.”
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
Use cases
“Graph the yield curves of all the hyperscalers.”
“Which bonds inside 10 years have been unusually active?”
“Top 10 most active IG energy bonds today.”
“Replace these utilities names with similar materials names: Duke Energy 4.200% 2030, NextEra Energy 4.600% 2027, American Electric Power 5.200% 2029.”
“Give me the last 5 trade prints for 30303MAH5.”
“How does yesterday’s volume compare to the 30-day average?”
“Show me the biggest movers in industrials yesterday.”
“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.”
Platform
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.
Our pipeline cleans and structures U.S. corporate bond data on Snowflake for fast, reliable analysis.
A specialized bond ontology and an evaluation set of resolved edge cases help AIQ interpret complex questions correctly.
AIQ consistently outperforms leading terminal AI assistants on our evaluation set, helping traders analyze opportunities faster.
Every figure comes straight from named, auditable market data — so you always know where the number came from. No black boxes.
AIQ remembers your portfolios, the issuers you follow, and how you work — getting more relevant every time you use it.
Permissions, data rights, and compliance are built in, so every answer stays attributable and within your data licenses.
Ask about the market in plain English. Get institutional-grade answers in seconds.