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Product story · Public Sector & Funding

Private Demo / MVPMarch 12, 2026 · 9 min read

Building a traceable grant-opportunity matching workflow

A verified private-demo walkthrough from structured parameters to guarded results

A working private demo that turns a funding profile into versioned matching parameters, a scheduled server sync, and an explicit results state.

The problem

Grant discovery becomes noisy when eligibility details, opportunity types, industry context, and search terms are kept in notes or repeatedly re-entered. The product needed one structured profile that a server-side matching process could consume without hiding stale or missing results.

Verified product walkthrough · verified August 1, 2026

See the workflow, then inspect the evidence

The video and captures below come from the working Grants v3 private demo. They verify the interface and workflow states shown here; they do not claim customer deployment or business impact.

Product behavior verified
grantsv3.vercel.appPrivate demo
Grants v3 structured matching parameters screen
Structured matching profile: industry, country, applicant type, consortium size, focus tags, and opportunity type.
Grants v3 saved parameter history screen
Saved parameter versions remain visible, making criteria changes traceable.

Verified capabilities

Structured matching profile

The recorded Parameters screen exposes typed fields and selectable opportunity categories.

Traceable parameter changes

The interface shows a version history with an active version and timestamps.

Clear processing boundary

The UI tells the user that changes take effect after the next scheduled server sync.

Honest failure state

The Results screen distinguishes an unavailable feed from a valid zero-result response.

Build decisions

Structure criteria before matching

The server needs stable fields, not a different free-text brief on every run.

Version parameter sets

A changed result should be explainable against the criteria that produced it.

Expose sync timing

The product should not imply that a server-side update is instantaneous when it is scheduled.

Fail visibly

A missing results snapshot must not be mistaken for a successful search with no opportunities.

Evidence boundary

  • This is a private-demo workflow, not proof of a live client deployment.
  • The captures use demo profile data and verify product behavior, not grant success rates.
  • Application intake, committee evaluation, award management, and disbursement are not claimed by this walkthrough.

Decoded workflow

Stages we mapped

01

Define

Country, industry, applicant type, consortium size, and focus tags become structured inputs

02

Version

Saved parameter changes remain visible instead of silently overwriting prior criteria

03

Sync

The interface states when the server will apply the current profile

04

Review

The results view exposes matches, review counts, guardrail downgrades, and unavailable-feed states

What we built

  • Structured grant and tender matching parameters
  • Applicant-profile and consortium-size controls
  • Focus-tag inputs for niche capabilities and themes
  • Version history for saved parameter sets
  • Server-sync status and explicit results-feed fallbacks

Before / after

Workflow shift

BeforeAfter
Search criteria scattered across notesOne structured matching profile
Parameter changes overwrite contextVisible version history
Missing data looks like zero resultsExplicit feed-unavailable state

Outcomes

Honest maturity labels

Evidence status

Verified demo

Recorded UI walkthrough + repository media

Workflow stages

4

Define → Review

Parameter history

Versioned

Prior saved states remain visible

Failure handling

Explicit

Unavailable feed is not presented as success

Finally a view where matching criteria and result status are not buried across notes and repeated searches.

Illustrative workflow reaction · Composite scenario — not a client testimonial

What we avoided

  • Claiming enterprise production deployment
  • Inventing client outcomes, match volumes, or time-saved metrics
  • Presenting the private demo as a complete grant-management suite

Work with us

Evaluating a similar workflow?

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