Let It Be Us Application Brief

Purpose

A private, professional platform that helps adoption recruiters identify potential matches between children and adoptive families across state boundaries through intelligent, AI-assisted matching. It’s designed to surface possibilities that professionals might otherwise miss across agency and state boundaries, while keeping human judgment at the center of every placement decision. The goal is also to save recruiters time on manual matching so they can handle more cases. Quality and usefulness matter more than suggestion volume.

Who uses it

How it works

  1. Register and approve an organization. An organization creates an account and moves through pending review, prerequisites complete, then Admin approved and access granted. It cannot access the service before prerequisites are complete and the Admin approves it. Onboarding includes staff access, approved data-sharing permissions, the data template, and training.
  2. Add and maintain profiles. Import structured child and family data through validated CSVs, with basic record updates. Every profile has a required, stable, non-identifying reference ID. The agency keeps the mapping to the actual person in its own system and updates availability when circumstances change.
  3. Generate match suggestions. AI compares eligible profiles across participating organizations to suggest multiple possible child–family matches. Alongside periodic matching, an Admin can use a button to generate more suggestions. Matching considers children’s needs and family suitability; permitted fields and matching rules remain open decisions.
  4. Review before release. The Admin sees all match suggestions in a list, reviews them, and approves or rejects them. Only approved suggestions are released to the relevant recruiters.
  5. Review and connect. Recruiters see a combined badge for approved-match and message activity in their inbox, review permitted counterpart information, choose whether to pursue or decline, and provide feedback. Initial outreach between recruiters takes place inside the platform, supported by an email prompting them to return to the platform. A suggestion does not determine a placement.

Initial scope

The first version centers on AI-generated match suggestions for a small pilot, with Admin approval of participating organizations and match suggestions. Its supporting capabilities are:

Boundaries

The baseline excludes names, exact birth dates, photos, addresses, family contact details, and licensing identifiers. Free text remains unresolved. Each agency retains the mapping from reference IDs to people.

Agencies remain responsible for source-record accuracy, licensing checks, and eligibility changes. Before real data is used, the product needs approved agreements and consent arrangements, permitted-field rules, organization-level access controls, security and audit requirements, and retention/withdrawal procedures. A registration checkbox alone does not resolve those obligations.

Open decisions

Product discussion source

Terminology