entigenlogic LLC

SCHAUMBURG, IL · CIK 0001799692 · Software

AI document search and knowledge discovery platform with citation-based retrieval and hallucination prevention

franklindiscovery.ai →

Grants: —; No SBIR or STTR on record; Sector median: 0
Raised: $3.9M; 4 Form D · Dec 2025; 10 months since last filing
Contracts: —; No federal contracts on record
Patents: 40; 15 granted · 25 pending; Sector median: 0

Capital Timeline

Federal above the line · equity below · node area scaled to amount

Federal ↑Equity ↓

201920202021202220232024

Capital and federal award history
Date	Event	Source	Amount
14 Jan 2020	Private capital raised	Form D · SEC	$250,000
30 Sept 2020	Private capital raised	Form D · SEC	$3,224,180
12 Sept 2023	Private capital raised	Form D · SEC	$400,000

Form D · SEC

Peer position

Software · 4096 companies · ranked on federal contract value

Software companies ranked by federal contract value
#	Company	Contracts	Disclosed equity
1324	Prescient AI, Inc.	—	$16M
1325	MISO TECHNOLOGIES, INC.	—	$3.8M
1326	Undo, LLC	—	$50K
1327	entigenlogic LLC	—	$3.9M
1328	UCode, Inc.	—	$1.7M
1329	Shoefitr, Inc.	—	$1.2M
1330	Taggley Network Inc.	—	$99K

Ranked on federal contract value rather than capital raised. The equity column is the comparison worth making — companies at the same procurement position often sit at very different points in their funding history.

Founders & Team

From Form D filings · 8 related persons

Gordon GruszkaExecutive Officer
Rob JoyExecutive Officer
David LazzaraDirector · Executive Officer
Amreesh ModiDirector
Dennis RobersonDirector
Thomas ShirleyDirector · Executive Officer
Shirley ThomasDirector · Executive Officer
Samme ThompsonDirector

Patents

USPTO · 15 granted of 40

22 Sept 2026Assigning A Single New Entigen To A Word Setgranted
17 Sept 2026Extracting Knowledge From A Knowledge Databaseapplication
11 Jun 2026Reciprocal Ranked Fusion Retrieval Augmented Generation Hybrid Artificial Intelligence Systemapplication
02 Jun 2026Extracting Knowledge From A Knowledge Databasegranted
14 May 2026Generating Comparison Informationapplication
02 Apr 2026Creating A Superset Of Knowledgeapplication
05 Feb 2026Perfecting A Query To Provide A Query Responseapplication
05 Feb 2026Curating Knowledge Based On Wordsapplication
05 Feb 2026Interpreting A Queryapplication
29 Jan 2026Utilizing Meaning To Find A Documentapplication
15 Jan 2026Generating A Query Response Based On A Symbolic Representationapplication
13 Jan 2026Generating Comparison Informationgranted