Atom Group, a premier IP transfer and patent licensing platform, uses Bigdata.com as a specialized research analyst embedded in its technology-scouting workflows — massively reducing the time to build company profiles while grounding every finding in traceable source documents.
Atom Group operates at the intersection of innovation and capital. As a premier IP transfer, patent licensing and technology acquisition platform, the company connects global corporations, venture capital firms, and research institutions with high-value patented innovations and their teams — drawing on a dataset of over 150 million patent documents and a network of more than 35,000 industry connections.
But patents alone don't close deals. To match the right technology to the right buyer, Atom Group's scouting team needed deep, reliable intelligence on thousands of major corporations worldwide. They need to understand not just what companies do, but where their strategic pain points lie, where they're allocating R&D capital, and what technical problems they're actively trying to solve.
“The level of insight we needed was not available from company websites,” says Benedetta Arese Lucini, Founder of Atom AI. “We needed a solution that would pull all of this together in one place.”
Why Bigdata.com
After evaluating several generic corporate AI search tools, Atom Group chose Bigdata.com — and two things immediately set it apart.
First, the depth and breadth of the underlying data. Bigdata.com integrates up to five rolling years of real-time web news, regulatory filings from across 50 countries, and an extensive library of corporate earnings call transcripts, all within a single interface. For a firm that needs to understand the strategic reality of companies globally, this was a decisive advantage.
Second, the trustworthiness of the outputs. “Bigdata.com had the ability to pinpoint the exact paragraph, line, and source document for every generated answer,” notes Benedetta. In institutional-grade research, the ability to verify a claim at the source is essential.
From intelligence to opportunity
Today, Bigdata.com functions as what its founder describes as “a highly specialized research analyst” embedded within Atom Group's scouting workflows.
When a corporate client asks Atom Group to identify a specific technological solution or evaluate a target for technology acquisition, the team uses Bigdata.com to scan regulatory filings and earnings call transcripts — looking for companies that are actively flagging the relevant technical bottlenecks, announcing strategic pivots, or committing capital toward specific R&D challenges — and uses the results to inform their proprietary model on how to perform the best match.
This signal-based approach lets the scouting team arrive at client conversations already primed with the right context: knowing not just which companies are operating in a space, but which ones have a burning need that a specific patent or technology could address.
The Research Agents feature has become central to this workflow, grounding every finding in audited, traceable source documents rather than synthesized summaries alone.
The results
The impact has been felt most clearly in speed and quality of research.
“The time required to build a comprehensive profile has reduced massively,” says Benedetta, “and the quality of the information allows our scouting team to have the right context before digging into deeper conversations with our clients.”
For a firm where competitive advantage is built on knowing more — and knowing it faster — than anyone else in the room, that combination of speed and precision has become a core part of how Atom Group delivers for its clients.
“Bigdata.com operates as a highly specialized research analyst working alongside our scouting team. It allows us to get the right context to then deep dive into the technologies for that specific client, bringing them a huge competitive advantage.”
About Atom Group
Atom Group is an IP transfer, patent licensing and technology acquisition platform, connecting global corporations, venture capital firms and research institutions with high-value patented innovations. Learn more at atomgroup.ai.
