Filing 0 of 13
2020, 4th Quarter (Oct 1 - Dec 31)
Amount | $10,000.00 USD | ||||||||
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Date Received | January 20, 2021 | ||||||||
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Filing 1 of 13
2020, 3rd Quarter (July 1 - Sep 30)
Amount | $20,000.00 USD | ||||||||
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Date Received | October 22, 2020 | ||||||||
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Filing 2 of 13
2020, 2nd Quarter (Apr 1 - June 30)
Amount | $20,000.00 USD | ||||||||
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Date Received | July 20, 2020 | ||||||||
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Filing 3 of 13
2020, 1st Quarter (Jan 1 - Mar 31)
Amount | $15,000.00 USD | ||||||||
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Date Received | April 20, 2020 | ||||||||
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Filing 4 of 13
2019, 4th Quarter (Oct 1 - Dec 31)
Amount | $10,000.00 USD | ||||||||
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Date Received | February 11, 2020 | ||||||||
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Filing 5 of 13
2019, 3rd Quarter (July 1 - Sep 30)
Amount | $10,000.00 USD | ||||||||
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Date Received | October 21, 2019 | ||||||||
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Filing 6 of 13
2019, 2nd Quarter (Apr 1 - June 30)
Amount | $10,000.00 USD | ||||||||
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Date Received | July 28, 2019 | ||||||||
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Filing 7 of 13
2019, 1st Quarter (Jan 1 - Mar 31)
Date Received | April 23, 2019 | ||||||||
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Filing 8 of 13
2018, 4th Quarter (Oct 1 - Dec 31)
Date Received | January 27, 2019 | ||||||||
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Filing 9 of 13
2018, 3rd Quarter (July 1 - Sep 30)
Date Received | November 1, 2018 | ||||||||
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Filing 10 of 13
2018, 2nd Quarter (Apr 1 - June 30)
Date Received | July 20, 2018 | ||||||||
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Filing 11 of 13
2018, 1st Quarter (Jan 1 - Mar 31)
Date Received | April 24, 2018 | ||||||||
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Filing 12 of 13
2018, UNDETERMINED
Date Received | April 21, 2018 | ||||||||
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Award 0 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | SHIELD AI PRODUCTION ORDER 08- NOVA QUADCOPTER (HARDWARE ONLY), BATTERIES, CHARGERS&SPARE PARTS KITS FOR SOCOM | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 1 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | NOVA QUADCOPTER WITH HIVEMIND; KITS FOR SOCOM | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 2 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | FUNDING FOR CLIN 0001 | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 3 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | COVID-19 REINFORCEMENT LEARNING APPLIED TO THE DEVELOPMENT OF AUTONOMOUS BEHAVIORS FOR MULTI-AGENT TEAMS OF SMALL UNMANNED AERIAL SYSTEMS | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013357 UNITED STATES | ||||||||||||
Action Type | Definitive Contract | ||||||||||||
National Interest Action Code | P20C: COVID-19 2020 | ||||||||||||
Dates |
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Award 4 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | MODIFICATION TO UPDATE TERMS AND CONDITIONS | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013357 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 5 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | NOVA TRAINING COURSES | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013357 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 6 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | ENHANCED 3D AUTONOMY AND THREAT DETECTIO | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013357 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 7 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | LOA CORRECTION | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013357 UNITED STATES | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Values (USD) |
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Award 8 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | PROTOTYPE DRONE DEVELOPMNENT | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013357 UNITED STATES | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Award 9 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | MODIFICATION TO CORRECT FUNDING | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 10 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | IGF::OT::IGF SHIELD AI PRODUCTION ORDER 10, CLIN 0001, 0002, 0004 -0007, 0009&0011 FOR SOJTF | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 11 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | IGF::OT::IGF SHIELD AI PRODUCTION ORDER 09NOVA QUADCOPTER WITH HIVEMIND; KITS, PROVISIONED LAPTOPS W SHIELD AI SOFTWARE, AND NOVA TRAINING COURSES FOR RAPID EQUIPPING FORCE | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 12 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | IGF::OT::IGF REVISE SOW TO INCORPORATE FIVE OPTIONAL PROTOTYPE REQUIREMENTS. | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 13 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | SHIELD AI PRODUCTION ORDER 07 | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013357 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 14 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | OPEN CALL FOR INNOVATIVE DEFENSE-RELATED DUAL-PURPOSE TECHNOLOGIES/SOLUTIONS WITH A CLEAR AIR FORCE STAKEHOLDER NEED | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Purchase Order | ||||||||||||
Dates |
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Award 15 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | SHIELD AI QUADCOPTERS FOR SOCOM. | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | other transaction order | ||||||||||||
Dates |
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Award 16 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | ENHANCED 3D AUTONOMY AND THREAT DETECTION | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 17 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | MODIFICATION TERMINATES ALL EFFORTS GOING FORWARD | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Values (USD) |
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Award 18 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | PRODUCTION AGREEMENT FOR AUTONOMOUS TACTICAL AIRBORNE DRONE TECHNOLOGY. THIS AGREEMENT REPLACES W15QKN-19-9-P001 | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Values (USD) |
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Award 19 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | PRODUCTION AGREEMENT FOR AUTONOMOUS TACTICAL AIRBORNE DRONE TECHNOLOGY. | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 20 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | IGF::OT::IGF THE PURPOSE OF THIS MODIFICATION IS TO EXTEND THE PERIOD OF PERFORMANCE. | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Values (USD) |
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Award 21 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | IGF::OT::IGF THE PURPOSE OF THIS MODIFICATION IS TO ADD INCREMENTAL FUNDING IN THE AMOUNT OF $136,000.00. AS A RESULT, THIS PROTOTYPE PROJECT IS NOW FULLY FUNDED IN THE AMOUNT OF $1 430 000 00 | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 22 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | IGF::OT::IGF INCORPORATION OF ADDITONAL WORK ENHANCED 3D AUTONOMY AND THREAT DETECTIO | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 23 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | IGF::OT::IGF ENHANCED 3D AUTONOMY AND THREAT DETECTIO | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Values (USD) |
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Award 24 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | IGF::OT::IGF INCORPORATION OF INCREMENTAL FUNDING ENHANCED 3D AUTONOMY AND THREAT DETECTIO | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Values (USD) |
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Award 25 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | IGF::OT::IGF THE PURPOSE OF THIS MODIFICATION INCORPORATE NEW WORK INTO ARTICLE I OF THIS OTA AT A TOTAL COST OF $430,000.00. | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Values (USD) |
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Award 26 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | AUTONOMOUS TACTICAL AIRBORNE DRONE | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Values (USD) |
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Award 27 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | AUTONOMOUS TACTICAL AIRBORNE DRONE | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Values (USD) |
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Award 28 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Description | IGF::OT::IGF PROJECT AWARD IN SUPPORT OF THE DIUX CSO PROGRAM IS ENTITLED "AUTONOMOUS TACTICAL AIRBORNE DRONE". | ||||||||||||
Place of Performance | MOFFETT FIELD, CALIFORNIA 940350001 UNITED STATES | ||||||||||||
Action Type | Other Transaction Indefinite Delivery Vehicle (OT IDV) | ||||||||||||
Dates |
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Award 29 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | REMOVE GFP CLAUSES FROM THE CONTRACT. | ||||||||||||
Action Type | Indefinite Delivery Contract | ||||||||||||
Dates |
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Award 30 of 40
Identifier |
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | THE PURPOSE OF THIS ADMINISTRATIVE MODIFICATION IS TO ADD THE PAY OFFICE, HQ0490. | ||||||||||||
Place of Performance | SAN DIEGO, CALIFORNIA 921013536 UNITED STATES | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Award 31 of 40
Title | New OTHER TRANSACTION AGREEMENT W52P1J1993001 awarded to SHIELD AI INC. for the amount of $5,000,000 | ||||||||||||
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | REQUIREMENT TO IDENTIFY, MATURE, AND DEMONSTRATE CAPABILITY-ENABLING AIR VEHICLE TECHNOLOGIES THAT OVERCOME KEY TECHNOLOGY BARRIERS, DELIVERING DESIRED FUTURE UNMANNED AIRCRAFT SYSTEM (FUAS) PERFORMANCE, SURVIVABILITY, AND RELIABILITY FOR AN OBJECTIVE-END STATE COMBAT AVIATION BRIGADE CAPABILITY OPTIMIZED FOR FULL-SCALE COMBAT OPERATIONS IN CONJUNCTION WITH FUTURE MANNED PLATFORMS. | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Values (USD) |
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Award 32 of 40
Title | IDC W15QKN18D0118 (P00001) awarded to SHIELD AI INC., was modified for the amount of $0 | ||||||||||||
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | REMOVE GFP CLAUSES. | ||||||||||||
Action Type | Indefinite Delivery Contract | ||||||||||||
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Award 33 of 40
Title | New DELIVERY ORDER W15QKN18F0236 awarded to SHIELD AI INC. for the amount of $500 | ||||||||||||
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | MIN GUARANTEE | ||||||||||||
Action Type | Delivery Order | ||||||||||||
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Award 34 of 40
Title | New IDC W15QKN18D0118 awarded to SHIELD AI INC. for the amount of $0 | ||||||||||||
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | ONE OF SIX (6) BASE IDIQ MULTIPLE AWARD CONTRACTS FOR AUTONOMOUS UNMANNED SYSTEMS TEAMING AND COLLABORATION IN GPS DENIED ENVIRONMENTS (AUSTC.) | ||||||||||||
Action Type | Indefinite Delivery Contract | ||||||||||||
Dates |
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Award 35 of 40
Title | OTHER TRANSACTION AGREEMENT 70RSAT18T00000013 (P00001) awarded to SHIELD AI INC., was modified for the amount of $0 | ||||||||||||
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | THE PURPOSE OF MODIFICATION P00001 TO DHS OTA 70RSAT18T00000013 IS TO EXTEND THE OTA'S PERIOD OF PERFORMANCE BY REVISING THE END DATE OF THE PERIOD OF PERFORMANCE FROM 10/09/2018 TO 11/09/2018. THIS MODIFICATION RESULTS IN NO CHANGE TO THE FUNDED AMOUNT OF THE OTA. | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Values (USD) |
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Award 36 of 40
Title | New OTHER TRANSACTION AGREEMENT 70RSAT18T00000013 awarded to SHIELD AI INC. for the amount of $200,000 | ||||||||||||
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Vendor | ![]() Vendor as written: "SHIELD AI INC.", DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | THE PURPOSE OF DHS OTHER TRANSACTION AGREEMENT 70RSAT18T00000013 IS TO PROVIDE FUNDING TO SHIELD AI FOR THE PERFORMANCE OF PHASE 3: SOFTWARE REFINEMENT OF THREAT DETECTION AND TRACKING FOR ISR IN CBP DESIGNATED ENVIRONMENTS TOWARD HARDWARE FOR AUTONOMOUS SMALL UAS PROJECT AS DESCRIBED IN THE FIRM'S APPLICATION. | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Award 37 of 40
Title | New OTHER TRANSACTION AGREEMENT HSHQDC17900032 awarded to SHIELD AI, INC. for the amount of $200,000 | ||||||||||||
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Vendor | ![]() DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | PHASE 2: SOFTWARE DEVELOPMENT AND REFINEMENT TO AUTONOMOUS SMALL UAV WITH THREAT DETECTION AND TRACKING FOR ISR IN CUSTOMS AND BORDER PROTECTION DESIGNATED ENVIRONMENTS | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Values (USD) |
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Award 38 of 40
Title | OTHER TRANSACTION AGREEMENT HSHQDC17900007 (P00001) awarded to SHIELD AI, INC., was modified for the amount of $0 | ||||||||||||
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Vendor | ![]() DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | ADMINISTRATIVE MODIFICATION TO CHANGE THE CONTRACTING OFFICER'S REPRESENTATIVE FOR THE OTA AND TO CORRECT TYPO ON OTA ATTACHMENT 1. | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Values (USD) |
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Award 39 of 40
Title | New OTHER TRANSACTION AGREEMENT HSHQDC17900007 awarded to SHIELD AI, INC. for the amount of $199,960 | ||||||||||||
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Vendor | ![]() DUNS: 079869619 | ||||||||||||
Contracting Office |
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Requesting Office |
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Description | AUTONOMOUS QUADROTOR SWARM FOR DISCOVERING AND TRACKING PERSONS OF INTEREST | ||||||||||||
Action Type | Other Transaction Agreement | ||||||||||||
Dates |
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Values (USD) |
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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.