SearchResearch Administration & Compliance

Research Grant Search

Research grant search that answers a plain request with five research funding opportunities, each eligibility, cost share and limit cited to the sponsor's own solicitation

Five high-fit calls in minutes, each limit and cost share cited to the sponsor's own text.

See one case, screen by screen ↓
demo5callsfrom 45,012 open, for one plain request, each solicitation read in full
demo214pagesof five full solicitations read by the agents for that one request
target0slotslimited-submission slots missed or over-used
typical16–20%of US government funding opportunities are limited submissions
In short

What is Research Grant Search?

Research grant search is finding the open funding calls a faculty member can actually apply to: calls that fit the work, and whose eligibility, cost sharing and limit per institution allow a proposal. Research Grant Search answers a researcher's plain request with five calls, each with those three rules quoted from the sponsor's full solicitation and a line on why it fits in her own words. People decide whether to apply, and the research office runs any internal competition.

AI in education: a buyer's guide to agentic AI for colleges, universities and school districts →

Updated

The problem

Why research grant search still means opening forty PDFs

Research grant search is the work of finding the open calls a faculty member can actually apply to: the topic has to fit, and so do three rules that sit in the sponsor's solicitation — who may apply, whether cost sharing is required, and how many proposals one university may send. A grant search engine or funding opportunity database matches on keywords and shows a summary its vendor wrote. The funding opportunity announcement itself runs 20 to 130 pages, and on NSF calls the limit sits in section IV, "Limit on Number of Proposals per Organization".

So a research development officer or the researcher opens each solicitation by hand, checks the limited-submission calendar, counts interest by email and, when a call is capped, runs an internal competition about 90 days before the sponsor's deadline. A cap noticed late means faculty write proposals that cannot all go; a cost share noticed late reaches the department research administrator the week before routing. Research Grant Search puts seven agents in front of that reading, and leaves every decision to a named person.

typical42%of faculty research time goes to administration
typical$117.7BUS higher-education R&D in fiscal year 2024, $64 billion of it federal
demo112correctionsdatabase summaries wrong on the limit per institution, in the sample year
Where the hours go for one researcher's search and one capped callestimated
By hand16 hours
With the solution1.1 hours
  • Searching databases and reading keyword hits3 → 0.1 h
  • Opening each solicitation for eligibility, cost share and the limit6 → 0.3 h
  • Checking the limited-submission calendar and counting interest2 → 0.1 h
  • Setting up the internal competition: form, announcement, reminders, panel window4 → 0.5 h
  • Telling pre-award and flagging the cost share1 → 0.1 h

Estimated split, in hours, of the work for one researcher's search and one limited-submission call, by hand and with the agents — our arithmetic, kept modest.

How it works

How one request is answered

Seven agents read her approved profile and every page of each solicitation, tick eligibility, cost share and limits with the clause, and open the way to internal competitions; people decide.

What comes in
What it reads45,012 open calls · portals, foundations, sponsor alerts, full solicitations
Agents at work
Profile agentapproved lines only
Intake agentfull solicitation kept
Then
Matcherfit to her own words
Then
Eligibility agent3 ticks, each cited
Then
Internal Rules agentlimits, slots, dates
Competition agentconflicts, criteria
A person decides
The researcher decides; the research development office opens; the Director checks; the Vice President approvesnothing is applied for automatically
What comes out
Five cited calls
Internal competition opened
Audit and export pack
One case, step by step

One research grant search, from a plain request to a checked internal competition

Dr. Rafaela Quist, associate professor of civil and environmental engineering at Halden State University, needs her next bridge monitoring grant. Here is Wednesday, October 21, 2026, screen by screen, in the working solution.

  1. 01October 14

    A profile she approved, line by line

    Dr. Rafaela Quist · Associate Professor

    The Profile agent drafted her profile from 23 papers, 4 past awards and her September 2026 biosketch, and nothing was used for matching until she approved each of the 7 lines. Two student co-authors were found and left out; their names are never stored.

    Used only for matching and alerts · private to her and the research office.

  2. 029:22 AM

    A plain request, and five calls back

    Dr. Rafaela Quist

    She types "funding for bridge corrosion monitoring, under $500K, deadlines after March". The request is shown back as "Understood as" chips she can edit and rerun, with no filters panel. The Matcher narrows 45,012 open calls to 318 on the topic and 41 within award and deadline, and five come back ranked by fit, each with three ticks: Eligible, Cost share and Limited submission.

    5 calls fit from 45,012 open · 5 solicitations read in full · ranked by fit to Dr. Quist's own words.

  3. 03One click

    Every tick opens the sponsor's own clause

    Eligibility agent

    The FHWA call's cost-share tick reads "20% required: $90,000 on a $450,000 request", cited to §III.B. On NSF 26-547, the limited-submission tick opens section IV of the 22-page solicitation with the clause marked: an organization may take part in no more than two proposals, and a subaward of 20 percent or less does not count. The agent read it with confidence 0.97, above the 0.90 threshold.

  4. 049:23 AM

    Follow-up questions, answered only from the solicitations

    Dr. Rafaela Quist

    She asks whether a subaward counts against the limit, then which calls need cost share. The answers come only from the five solicitations, each with its clause: FHWA needs $90,000, the state DOT call a $60,000 match with in-kind allowed, and NSF 26-547 does not allow voluntary cost share.

    A question the agents cannot answer goes to the research development office, not to a guess.

  5. 059:24 AM

    A limited submission caught on the shortlist

    Internal Rules agent

    The database summary for NSF 26-547 says "Limit on proposals: none specified"; section IV says 2 per institution, and the agents used the solicitation. The call is on Halden's limited-submission calendar as LS-2027-031, internal pre-proposals due January 9, 2027. She clicks I'm interested, and five faculty now want the two slots; on the FHWA call she says she will apply.

    The database summary is wrong here. The agents used the solicitation.

  6. 069:30 AM

    The internal competition opened in one step

    Theo Marchetti · Research development officer

    Theo opens LS-2027-031, which sits on the calendar with 5 interested over a limit of 2. The agents create the 3-page pre-proposal form, draft the announcement with section IV quoted, set reminders for December 28 and January 6, and hold the panel window January 11–20, every date planned back from the April 8, 2027 sponsor deadline.

  7. 079:34 AM

    Checked before anyone is told

    Dr. Lucinda Ferraro · Director of Research Development

    Before the announcement reaches 12 faculty — 5 interested and 7 high-fit researchers who allow suggestions — the Director checks that the limit matches the solicitation, the dates run back from the deadline and every recipient allows research-office contact. She sends it; Theo, who opened it, cannot.

  8. 089:35 AM

    The Vice President approves the selection, never the recommender

    Dr. Helena Voss · Vice President for Research

    On a separate call, LS-2026-118, the Ardent Foundation allows one nomination. Six pre-proposals were read against the sponsor's three criteria with page citations; one reviewer was not seated for a conflict and one recused. Theo recommended Dr. Malik Sorensen's $612,000 shared X-ray diffractometer, panel score 4.6 of 5, and Dr. Voss approves.

  9. 099:36 AM

    The decision to apply reaches pre-award, with cost share flagged in October

    Priya Raman · Department research administrator

    Dr. Quist's intent, IN-27-0412, arrives with the three cited ticks carried over and routing to pre-award due April 8, 2027. Priya starts proposal record PR-27-0412 in the research administration system and sends the $90,000 cost share to the department chair, then sponsored programs.

  10. 10On the record

    Every match, decision and notice, exportable

    Walter Imhoff · Internal auditor

    The request, the interest, the intent, the competition opened, the announcement checked and sent, the nomination approved, the proposal record and the cost-share request are on the trail with who, when, why and the evidence, people and agents alike. The audit pack exports with pre-proposal text and student names left out.

Who it’s for

Built for everyone between a researcher's question and a submitted proposal.

The same morning, seen by the five people who carry it — what their day looked like, and what it looks like now.

RQ
Dr. Rafaela QuistFaculty researcher · teaches two courses, runs bridge field trials
Associate Professor, Civil and Environmental Engineering
Before
Reads dozens of keyword hits and opens solicitation after solicitation between classes to learn which calls she can actually apply to.
Now
Asks in plain words and gets five calls, each with the three rules cited and one line on why it fits, in her own words.
TM
Theo MarchettiResearch development officer · runs about 70 limited-submission programs a year
Research Development Officer
Before
Finds out a call is capped after four people have started full proposals for two slots.
Now
Sees interest counted against slots on the calendar and opens the internal competition in one step, with every date planned back.
LF
Dr. Lucinda FerraroDirector of Research Development · owns the limited-submission calendar
Director of Research Development
Before
Checks announcements and notices against the solicitation by hand, hoping no wrong limit or date goes out.
Now
Checks the limit, the dates and the recipients on one screen, then sends or returns with a reason.
HV
Dr. Helena VossVice President for Research · approves every internal selection
Vice President for Research
Before
Signs a nomination with the panel's scores in one file and the conflicts and criteria somewhere else.
Now
Sees the panel, the sponsor's criteria with page citations and the conflicts before she approves or returns.
PR
Priya RamanDepartment research administrator · builds budgets and chases cost-share approvals
Department Research Administrator
Before
Learns a call needs cost share the week before routing.
Now
Gets the intent in October with the cost-share clause cited, and starts the approvals the same morning.
Built on the engine

7 agents. Each with one job, and hard limits.

Seven agents read her approved profile and every page of each solicitation, tick eligibility, cost share and limits with the clause, and open the way to internal competitions; people decide.

Profile agent

Drafts each researcher's profile lines from papers, past awards and the biosketch, each with the source it came from.

  • Saves nothing until the researcher approves the line
  • Never stores a student's name, grades or enrollment
Intake agent

Brings in new and amended calls every morning from federal portals, foundation databases, sponsor alerts and state programs, and keeps the full solicitation, not only the summary.

  • Marks any solicitation it cannot read
  • Never fills a tick from a summary
Matcher

Filters by award and deadline, ranks by fit to the researcher's own words, and writes the why-it-fits line that quotes her sentence beside the call's.

  • Uses approved profile lines only
  • Below 0.70 fit, nothing is shown as a match
Eligibility agent

Reads the whole solicitation and answers three questions — eligible, cost share, limit per institution — quoting the clause and its section, and flags where the database summary disagrees.

  • No tick without a clause
  • Below 0.90 confidence, the tick goes to the research office
Internal Rules agent

Finds a capped call on the limited-submission calendar, counts interest and slots already used, and plans every internal date back from the sponsor's deadline.

  • Proposes only; never opens a competition or sends a notice
Competition agent

Checks reviewers against applicants for co-authorship in the last 4 years, shared awards and the same department, and reads each pre-proposal against the sponsor's criteria with page citations.

  • Never scores, ranks or selects
Alert agent

Sends each consenting researcher a weekly digest of new calls above her fit bar, with the ticks and the fit reason cited, and builds targeted-alert lists for the office.

  • Never sends without consent
  • Targeted alerts go out only after the Director's check
Vice President for Research

Approves every selection; the Director checks every notice. The agents propose; a named person decides.

Ask in plain words

Ask about any call, tick or deadline

Ask in plain words. Answers come from the sponsor's own text, with the clause, and the right screen opens.

Does a subaward count against the limit?

Yes, unless it is small. A subaward of 20 percent or less of the total budget does not count against NSF 26-547's limit. A larger one uses one of Halden's 2 slots.

Which of my five calls need cost share?

Two of the five. The FHWA call needs 20% of the federal request, $90,000 on $450,000. The state DOT call needs a 20% match, $60,000, and in-kind counts. NSF 26-547 does not allow voluntary cost share at all.

Who else wants to apply to NSF 26-547?

Four faculty have shown interest, from Civil and Environmental Engineering, Mechanical Engineering and Materials. Their names are visible only to the research office. Halden can send 2 proposals, so Theo Marchetti runs an internal competition; pre-proposals are due January 9.

Which limited-submission deadlines need action this week?

Three. LS-2027-031, NSF 26-547: interest is over the limit, so the competition should open by October 23. LS-2026-118, Ardent Foundation: the selection is waiting for Dr. Helena Voss, due October 23. LS-2027-011, Tessaly Foundation: its approval is 2 days late and escalated to the Director.

Every screen

The working solution, as it ships.

13 screens from the working solution, on its sample data. Pick one to see it large.

Five funding calls from one plain request, every tick cited to the solicitationDr. Rafaela Quist asks for funding for bridge corrosion monitoring, under $500K, with deadlines after March. The research grant search answers with five calls ranked by fit from 45,012 open. Each carries three ticks — Eligible, Cost share and Limited submission — and every tick quotes its clause in the sponsor's full solicitation. A why-it-fits line sets a sentence from her own paper beside the call's words, and on the right the agents' six steps are shown as they run.
Click any tick to read the clause in the sponsor's own solicitationOne click on the limited-submission tick opens NSF 26-547 at section IV, with the clause marked: an organization may take part in no more than two proposals, and a subaward of 20 percent or less does not count. Beside it, the three ticks with section and page, and the funding database summary set against the solicitation: the summary said no limit.
A limited submission caught on the shortlist, with the university's internal deadlineOn the NSF call the shortlist says plainly that the database summary is wrong, and that the call is on the limited-submission calendar as LS-2027-031, with internal pre-proposals due January 9, 2027. Dr. Quist shows interest; five faculty now want the two slots. On the call above, her intent to apply has gone to her department research administrator.
Follow-up questions, answered only from the solicitationsDoes a subaward count against the limit? Which calls need cost sharing? The answers come only from the five solicitations, each with its clause, and a question the agents cannot answer goes to the research development office instead of being guessed.
A researcher profile built from her own work, approved line by lineThe Profile agent drafts lines from 23 papers, 4 past awards and her biosketch, and nothing is used for matching until she approves each one. She controls consent for matching, alerts and research-office suggestions; two student co-authors were found and left out.
A weekly grant alert that says why each call fitsEach week she gets only new research funding opportunities above her fit bar, each with the why-it-fits line in her own words and the three ticks. She sets how often and which calls qualify — only where she is eligible, up to $500,000 — and nothing is sent without consent.
Every limited-submission program on one calendar, with clocks140 limited-submission opportunities in fiscal year 2027, 26 active now, each with its limit, internal and sponsor deadlines, interest against slots, status and clock. A late approval is escalated to the Director, and rows can be selected for bulk reminders, reassignment and export.
The internal competition is opened in one step and checked before anyone is toldTheo Marchetti opened LS-2027-031 at 9:30 AM: five interested for two slots, seven more suggested by the agents. Before the announcement reaches 12 faculty, Dr. Lucinda Ferraro checks the limit against section IV, the dates planned back from April 8, 2027, and the recipients, then sends it or returns it with a reason.
The Vice President approves the selection, with the panel, criteria and conflicts in viewFor an equipment program that allows one nomination, six pre-proposals are read against the sponsor's three criteria with page citations. One reviewer was not seated for a conflict and one recused. Theo Marchetti recommended the nomination; Dr. Helena Voss approves it or returns it with a reason code.
The decision to apply goes straight to pre-award, with cost share flagged earlyPriya Raman sees Dr. Quist's intent, IN-27-0412, with its routing date and the three cited ticks carried over. She starts proposal record PR-27-0412 in the research administration system and sends the $90,000 cost share to the department chair, then sponsored programs.
Where funding opportunity database summaries disagree with the solicitation45,012 open calls from seven sources, each kept with its full solicitation. This week 37 summaries disagreed with the sponsor's text — a missing limit, a missing match, an amended deadline — and the agents used the solicitation. Three solicitations could not be read and went to a person, and one feed needs signing in again.
Every match, decision and notice on the recordWho did what, when, why and on what evidence, people and agents alike: the request, the interest, the intent, the competition opened, the announcement checked and sent, the nomination approved, the proposal record and the cost-share request. Exported as a pack with pre-proposal text and student names left out.
Who makes and who checks every decisionThe research development officer opens competitions and the Director checks the announcement; the Vice President approves selections; cost share needs the chair and sponsored programs; researchers approve their own profiles; administrators propose changes the Director approves. The maker can never be the checker.
Governance

Built for sponsor rules: cited, checked, on the record.

Seven roles, separated by dutyA faculty researcher searches and decides; a research development officer opens competitions and recommends; the Director checks every notice; the Vice President for Research approves selections; a department research administrator prepares proposals; an internal auditor reads and exports, changing nothing; a systems administrator proposes changes the Director approves.
The maker is never the checkerAn announcement opened by the research development officer is sent only after the Director's check; a recommended selection needs the Vice President's approval; a cost-share commitment goes to the department chair, then sponsored programs. The rule is locked in settings.
No tick without the sponsor's clauseEvery Eligible, Cost share and Limited submission tick quotes its section and page, and opens the solicitation at that passage. Below 0.90 confidence a tick is not shown; the research office reads it. A solicitation that cannot be read is held back, not guessed.
Consent first, and no student recordsNothing from a researcher's papers is used until she approves the line, and she can withdraw consent at any time. Faculty see only a count of who is interested; names stay with the research office. Student co-authors' names, grades and enrollment are never stored (FERPA).
Retention and legal holdsSearch requests are kept 12 months, profiles 30 days after consent is withdrawn, unfunded pre-proposals 3 years, and competitions, selections, notices and the audit trail 7 years; legal holds pause deletion.
A full audit trail, with an export packWho, what, when, why and which evidence, for people and agents alike, with agent and model versions. The auditor, the Director or the Vice President exports a pack for an external auditor or a sponsor review, with pre-proposal text and student names removed.
Configuration

Your limited-submission rules, not ours

The thresholds, the internal deadlines and who approves what are settings. A systems administrator proposes a change; the Director approves it, and it goes on the record.

SettingDefaultChoose from
Eligibility confidence threshold0.900.80–0.98; below it a tick goes to the research development office
Internal deadlineAbout 90 days before the sponsor deadlineProposed by the administrator, approved by the Director
Pre-proposal3 pages and a 2-page CVSet per competition
SubawardsFollow the solicitationIf it is silent, count any subaward
Review panel3 reviewersNot seated if a co-author in the last 4 years, a shared award or the same department
Open a competition after interest passes the limit2 business daysEscalate to the Director when late
Approve a selection3 business daysEscalate to the Director when late
Override a tickResearch development officer, with a reason codeOV-1 to OV-4; reviewed weekly by the Director
Connections

Works with the systems a research office already runs on

Federal funding opportunity portalsnew and amended calls, and sponsor alerts and agency notices
Foundation funding databasesfoundation calls, each kept with its full solicitation
State agency research programsstate calls such as transportation research topics
Limited-submission calendarthe year's capped programs, internal dates and slots
Research administration systemreads awards and proposals; writes the proposal record
Faculty activity and profile systempapers and biosketches, read with the researcher's consent
What it changes

The difference, in numbers.

Every figure is labelled: a target the solution is built to, an estimate, a typical published result, or a proven one.

target
Every
eligibility, cost share and limit cited to the sponsor's solicitation
Ticks with a clause
Dr. Quist's shortlist, 5 calls
target
0
limited-submission slots missed or over-used
Spreadsheet calendarWith agents
estimated
Minutes
from a plain request to five cited calls, not hours across many PDFs
Search, then read each PDFhours
With agents≈ minutes

Sources: NSF National Center for Science and Engineering Statistics, Higher Education R&D Survey, fiscal year 2024 ($117.7 billion; $64 billion federal) · industry data: limited submissions are 16–20% of US government funding opportunities · Federal Demonstration Partnership faculty workload survey (42% of research time on administration) · NSF solicitations set limits per organization in section IV · 2 CFR 200.306 (cost sharing) and 200.334 (records) · FERPA, 34 CFR Part 99 · "target" = design goal, measured in the live solution · "demo" = seen in the working solution, on its sample data · "typical" = published figures · "estimated" = our arithmetic. Halden State University, the people named on this page, the foundations, and the calls, solicitation numbers and clauses shown are fictional — characters and sample data in the working solution.

Questions

What research offices ask us.

What is research grant search?

Research grant search is finding the open funding calls a faculty member can actually apply to: calls that fit the work, and whose eligibility, cost sharing and limit per institution allow a proposal. Research Grant Search answers a researcher's plain request with five calls, each with those three rules quoted from the sponsor's full solicitation and a line on why it fits in her own words. People decide whether to apply, and the research office runs any internal competition.

How is it different from a grant search engine or funding database?

A grant search engine or grant search database matches on keywords and shows a summary. Here the agents read every page of each solicitation and quote the clause behind each tick, and when the database summary disagrees — NSF 26-547's summary says no limit, section IV says 2 per institution — they use the solicitation and say so.

How does it check grant eligibility requirements and cost sharing?

The Eligibility agent reads the whole funding opportunity announcement and answers three questions: is the researcher eligible, is cost sharing required and how much, and is there a limit per institution. Each answer quotes the clause and its section or page. Below 0.90 confidence the tick is not shown, and the research office reads the solicitation.

What is a limited submission, and how does the internal competition work?

A limited submission is a call that caps how many proposals one institution may send. When a call on the shortlist is capped, the Internal Rules agent finds it on the limited-submission calendar, counts interest against slots and plans every internal date back from the sponsor's deadline. The research development officer opens the competition, the Director checks the announcement before it is sent, a conflict-checked panel reviews, and the Vice President for Research approves the selection.

Does it apply for grants or select nominees on its own?

No. The agents read, rank, cite and plan; they never apply, open a competition, send a notice, change a profile or select. The researcher decides whether to apply, the Director checks every notice, and the Vice President for Research approves every selection, with the maker never the checker.

What happens to researchers' data?

A profile is used only after the researcher approves each line, and she can switch consent off or withdraw it, which pauses matching and deletes the profile after 30 days. Faculty see only a count of who is interested in a capped call. Student co-authors' names, grades and enrollment are never stored.

Can a research office set its own rules?

Yes. The confidence threshold, the internal deadline, the pre-proposal length, how subawards count, panel conflict rules, the clocks and escalations, and retention are settings. A systems administrator proposes a change, the Director approves it, and it is on the audit trail.

How long does it take to go live?

The Agentic Solution Engine builds and deploys it from your requirements and documents — your limited-submission policy, your calendar and a sample of this cycle's solicitations — and it goes live once every quality gate has passed. We will walk you through it on your own calls first.

See it on
your open calls.

We'll run Research Grant Search on this cycle's solicitations and your limited-submission calendar.