The following list of related entities is generated by querying the nearest neighbors of embeddings generated using an extension of the methodology described in our report: Reports of a Silicon Valley/Military Divide Have Been Greatly Exaggerated . While the focus is on entities with similar contracting patterns, this is not meaningful for companies which have few direct federal contracts. We therefore augment the contracting co-occurrence scores using the SEC peer groups described in our second report, Death and Taxes, along with manually curated official partnerships and term cooccurrences scraped from our large manually curated database of websites affiliated with each company.

Rank	Image	Name
1.		Elekta AB
2.		Ideascale Llc
3.		ACTIVE Network, LLC
4.		Broadridge Financial Solutions, Inc.
5.		Paychex, Inc.
6.		Convoy, Inc.
7.		Local Motors, Inc.
8.		MEG Energy Corp.
9.		Benevity, Inc.
10.		Avangrid, Inc.
11.		Robert Half International Inc.
12.		Cisco Webex LLC
13.		Moovit Inc.
14.		General Atlantic Service Company L.P.
15.		LM Industries Group, Inc.
16.		VSee Lab, Inc.
17.		Association of National Advertisers
18.		Ploughshares Fund
19.		Zoox, Inc.
20.		Magna International Inc.
21.		The Kresge Foundation
22.		Eaton Vance Corp.
23.		Digital Divide Data
24.		Korn Ferry
25.		Vodafone Egypt Telecommunications Company S.A.E.
26.		Clearpath Robotics, Inc.
27.		Markforged, Inc.
28.		Hoover'S, Inc.
29.		Perficient, Inc.
30.		Computacenter plc