AI for Tech
Today’s AI doesn’t really understand the meaning behind the words people use. It is even worse for technology domains where problems are specialized or need expert knowledge in order to solve. This is what we want to address.
Expert Graph builds services on top of a “never-ending learner” that can extract “technological semantics” from text. The learner was trained with hundreds of millions of tech documents and has been learning to understand new technologies 24/7 since then. The learner enables us to provide exclusive in-house search services to search/track R&D activities, influential patents, 33M experts, products & competitors within millions of organizations. It also allows us to generate literature review around any tech field or social / economic topic.
Extract Tech Semantics
Our exclusive semantic analysis technique: word2tech goes beyond keyword matching by mapping natural language into 200K pre-defined semantic categories that machines understand.
Literature / Tech Review
Our exclusive technology / literature review technique can automatically generate a literature review around any technology or social / economic topic, including new technologies released hours ago.
Find Tech Experts
Users can find 33M experts across the world using skills, read a machine-generated notable work review for each, and search for related work within each one’s publications.
Discover Tech Companies
Users can search 3M organizations, including all major US companies, startups, research institutions and universities, and then find experts, R&D activities, competitors, and products within each of them.
Expert Graph Services
Access for everyone (with some results masked). Paid users ($79.00/M for each personal account) see all results.
For Bankers/Researchers
For Tech Hiring
For Editors/Funding Agencies
Commonly Used Functions
00
Write a literature review around a technology or research topic
01
Find 33M tech experts globally by skill & experience
Example: find top experts working on “relation extraction“
Example: find top experts “in academia” working on “relation extraction“
Example: find top experts “in industry” working on “relation extraction“
Example: find top “junior level” experts working on “relation extraction“
Example: find top “junior level” & “mid-level” experts working on “relation extraction”
Example: find top experts working on both “relation extraction” AND “question answering”
Try it yourself
Example: find top experts “in academia” working on “relation extraction“
Example: find top experts “in industry” working on “relation extraction“
Example: find top “junior level” experts working on “relation extraction“
Example: find top “junior level” & “mid-level” experts working on “relation extraction”
Example: find top experts working on both “relation extraction” AND “question answering”
Try it yourself
02
Find tech experts within an organization by skill / work
Example: find experts working on “vaccine” at “Pfizer“
Example: find experts working on “machine learning” at “Amazon“
Example: find experts working on “machine learning” at “University of Massachusetts Amherst“
Try it yourself (find target org first, and then click on i-Search to find experts)
Example: find experts working on “machine learning” at “Amazon“
Example: find experts working on “machine learning” at “University of Massachusetts Amherst“
Try it yourself (find target org first, and then click on i-Search to find experts)
03
Search for R&D work within an organization
Example: find R&D work related to “vaccine” by “Pfizer“
Example: find R&D work related to “machine learning” by “Amazon“
Example: find R&D work related to “machine learning” by “University of Massachusetts Amherst“
Try it yourself (find target org first, and then click i-Search to find related R&D)
Example: find R&D work related to “machine learning” by “Amazon“
Example: find R&D work related to “machine learning” by “University of Massachusetts Amherst“
Try it yourself (find target org first, and then click i-Search to find related R&D)
04
Research an organization's products, competitors (by area)
Example: find products made by “Pfizer“
Example: find all products made by “Pfizer” released in “the latest 3 years“
Example: find who competes with “Pfizer” on technology in general
Example: find who competes with “Pfizer” on “Heterocyclic Compounds“
Example: find who competes with “Huawei Technologies” on technology
Example: find executives working for “Pfizer“
Try it yourself (for millions of organizations)
Example: find all products made by “Pfizer” released in “the latest 3 years“
Example: find who competes with “Pfizer” on technology in general
Example: find who competes with “Pfizer” on “Heterocyclic Compounds“
Example: find who competes with “Huawei Technologies” on technology
Example: find executives working for “Pfizer“
Try it yourself (for millions of organizations)
05
Browse tech experts within an organization by research area
Example: browse (by research area) all tech experts working for “Pfizer“
Example: browse (by research area) all tech experts working for “Amazon“
Example: browse (by research area) all tech experts working for “University of Massachusetts Amherst“
Example: browse all tech experts working for “University of Massachusetts Amherst” on “Information Intelligent Systems“
Try it yourself (find target org first, and then browse “Experts”)
Example: browse (by research area) all tech experts working for “Amazon“
Example: browse (by research area) all tech experts working for “University of Massachusetts Amherst“
Example: browse all tech experts working for “University of Massachusetts Amherst” on “Information Intelligent Systems“
Try it yourself (find target org first, and then browse “Experts”)
06
Browse R&D work within an organization by research area and year
Example: browse (by research area) all R&D work & expiring high-impact patents by “Pfizer“
Example: browse (by research area) all R&D work & expiring high-impact patents by “Amazon“
Example: browse (by research area) all R&D work by “Pfizer” in the “last 3 years“.
Example: browse all R&D work related to “Audio in a user interface” by “Amazon“
Example: browse all R&D work related to “Audio in a user interface” by “Amazon” released “last year”
Example: browse (by research area) all R&D work by “University of Massachusetts Amherst“
Try it yourself (find target org first, and then click “R&D”)
Example: browse (by research area) all R&D work & expiring high-impact patents by “Amazon“
Example: browse (by research area) all R&D work by “Pfizer” in the “last 3 years“.
Example: browse all R&D work related to “Audio in a user interface” by “Amazon“
Example: browse all R&D work related to “Audio in a user interface” by “Amazon” released “last year”
Example: browse (by research area) all R&D work by “University of Massachusetts Amherst“
Try it yourself (find target org first, and then click “R&D”)
07
Look inside all publicly traded US companies by industry / sector
08
Look inside all companies included in Dow Jones, Nasdaq & SP-500
09
Browse / Search for R&D work by an expert
10
Find reviewer candidates for a paper, patent or grant
11
Find patent lawyers to draft a patent application