Inven’s AI Enrichment (formerly AI Screener) just got even more powerful

Introducing Advanced AI Enrichment, designed to deliver deeper company analysis at scale.

The new Advanced mode is built for the M&A work that requires reasoning, not just facts — understanding businesses deeply, mapping markets, and building a narrative. It draws on a wider set of data sources and returns deep insights across hundreds of companies, in minutes.

Ask the questions that M&A and consulting teams spend the most time on: "Has the company been affected by any negative media coverage recently?", "Analyze this company's market and competitive positioning", and more.

The kind of analysis that used to take days, even weeks. With Advanced mode, now it takes minutes.

Watch this 1-minute demo to see what it can do:

Advanced AI Enrichment is built for the hard questions in M&A

Inven's AI Enrichment now has two modes:

Advanced (New) is built for depth and complexity. It draws on more data sources and returns deeper, smarter insights. It uses credits.

Standard (same as before) provides fast lightweight answers for initial high-volume screening. It’s free.

Put simply: Standard finds facts, Advanced thinks.

Ask a question, get insights across your entire company list

Both Advanced and Standard modes support three question types, each suited for different research needs.

Open-ended questions produce narrative analysis — revenue models, sell-side stories, competitive positioning, risk assessment. Use this when you need reasoned insights, not just a data point.

Ask questions like:

  • Analyze this company's market position, highlighting competitive strengths and weaknesses.
  • Describe their revenue model and strongest revenue drivers.
  • Build me the story for why this business could be sold.
  • Is the company planning to grow in a specific industry or vertical?
  • What risks should an investor consider, if any?
  • Has the company received negative media coverage in the past quarter?


Yes/No questions
validate quickly at scale.

Ask questions like:

  • Do they serve enterprise clients?
  • Do they have customers in the UK?
  • Do they offer a physical product?


Structured response
returns in consistent, export-ready formats. Specify your preferred format — e.g. number, 1/0, list separated by | — and the output contains only that, with no extra explanation.

Use this for quick side-by-side comparison, exports, and building graphs in other tools.

Ask questions like:

  • How many factories does the company operate, and what is their production volume?
  • Which category does this company fall into: Manufacturing, Installation, or Other?
  • Give number of operating locations in the US
  • Return 1 if the company has customers in Asia, otherwise 0.
  • List all operating locations separated by |

Screen targets, build sell-side narratives, and map markets with greater speed and confidence

With Advanced AI Enrichment, screening accelerates, hypotheses sharpen earlier, and client-ready outputs come together faster.

For investment banking teams, Advanced mode speeds up the research behind sell-side narratives and buyer mapping that previously required analyst days.

For private equity teams, it tells you which companies in your list are worth pursuing and why. It surfaces sell-side signals, succession indicators, and strategic inflection points earlier, enabling faster conviction.

For consulting teams, it delivers deep company and market analysis at scale at scale, with ready insights for client materials.

Try Advanced AI Enrichment now on Inven

Just log in to Inven, search for some companies, then click Enrich with AI to get started.

Not using Inven yet? Book a demo to see it in action and start your free trial.