Where does the data come from?

NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs. Official record: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2702507

University of Minnesota-Twin Cities: $320,000 NSF award, cloud, ai and research computing need

Q: How to monitor University of Minnesota-Twin Cities and peer cloud, ai and research computing records

GrantToVendorMatchPulse lists new GrantToVendorMatchPulse records from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs as they are published; a free weekly email digest and paid alerts follow Minnesota records like this one.

University of Minnesota-Twin Cities (Minneapolis, Minnesota): $320,000 NSF award, cloud, ai and research computing need. Its award of $320,000 is below the median of $400,000 (42nd percentile). Dated 3 days ago, it is inside the fresh trigger window. Score 65/100. As of 2026-11-04, from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs.

Data as of 2026-11-04 · Compiled by Zalwin from NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs

award: $320,000 · 42th percentile of 14,394 GrantToVendorMatchPulse records · 0.8x the median

Free preview: all 8 published fields of this record are shown below. Locked: 246 related MN GrantToVendorMatchPulse records and the 5-column CSV export.

Field	Value
Organization	University of Minnesota-Twin Cities
Location	MINNEAPOLIS, MN
Funder	NSF
Award	$320,000
Award date	2026-11-02
Project	Collaborative Research: Unregistered Spectral Image Fusion in Remote Sensing: Foundations and Algorithms
Vendor need	Cloud, AI and research computing
Original award record	/report/nsfawardpulse/nsf-2702507
award percentile	42th of 14,394 (median $400,000, 0.8x median)
Peer records CSV (247 MN records)	🔒 Click to unlock →
CRM-ready export with official source URLs	🔒 Click to unlock →

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Source agency: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs
Record date: 2026-11-02
Data refreshed: 2026-11-04
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LIVE PUBLIC DATA Source: NIH, NSF, FEMA, EPA, NTIA and DOE awards (via our grant feeds), mapped to vendor procurement needs · Last refreshed: Wed, 04 Nov 2026 21:38:30 GMT

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Peer benchmark and outreach value: University of Minnesota-Twin Cities and 247 Minnesota peers

Your role Typical deal size (USD) Assumed reply-to-deal rate (%)

Minnesota GrantToVendorMatchPulse records like this one: 247
University of Minnesota-Twin Cities's award: 42nd percentile of 14,394 records
Timing: High: dated in the last 7 days
Estimated pipeline if you contact every Minnesota peer: $49,400 (peers × rate × deal size; an estimate from your assumptions, not a forecast)

65 / 100 Procurement Fit Score

Award of $250K+.
Awarded in the last 30 days.

What is the GrantToVendorMatchPulse record for University of Minnesota-Twin Cities in Minneapolis, Minnesota?

University of Minnesota-Twin Cities received a $320,000 NSF award (2026-11-02); likely procurement need: Cloud, AI and research computing.

How does University of Minnesota-Twin Cities compare to other Minnesota GrantToVendorMatchPulse records?

Its award of $320,000 is below the median (42th percentile); smaller records often move faster and face less competition. It is fresh: dated 3 days ago, inside the window where early outreach matters most.

University of Minnesota-Twin Cities vs. top 3 peers

Organization	Location	Amount	Percentile	Record date
University of Minnesota-Twin Cities	MINNEAPOLIS, MN	320,000	42nd	2026-11-02
Pennsylvania State Univ University Park	UNIVERSITY PARK, PA	304,067	40th	2026-10-15
University of Georgia Research Foundation Inc	ATHENS, GA	340,000	44th	2026-10-22
Rutgers University New Brunswick	NEW BRUNSWICK, NJ	383,203	48th	2026-10-13

More Minnesota public-record feeds

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Built from public award data (NIH RePORTER, NSF, OpenFEMA, USASpending.gov), which can lag by weeks. The vendor-need mapping is our classification, not a statement by the grantee; grantees must follow federal procurement rules (2 CFR 200). Not a consumer report and may not be used for FCRA purposes. Informational only; not legal, investment or procurement advice. Not affiliated with any agency or company listed.