From queue to verified impact record.
The platform is designed around the handout moment: enroll the person, verify them, prevent duplicates, record the parcel, and give leadership a trustworthy summary.
Beneficiary onboarding
Capture consent, available details and face enrollment. A beneficiary does not need a phone or email to receive support.
Beneficiary face check-in
Staff verify the person by facial recognition at collection before the parcel is released, with human review for genuine exceptions.
Parcel audit trail
Link each handout to the beneficiary, event, volunteer, timestamp, notes and verification status.
What stakeholders get from day one.
Clearer governance for owners, faster field operations for teams, and better evidence for funders without exposing unnecessary personal data.
Less leakage
Duplicate collection attempts, proxy collection and early repeat collections become visible and reviewable.
Better reporting
Reports come from operational records, not reconstructed paper registers after the event.
Dignified service
The system supports fair access while keeping final decisions with authorised staff, not an algorithm alone.
Donor confidence
Funders can see aggregate impact while beneficiary privacy and POPIA obligations remain controlled.
Role-based onboarding that feels guided, not technical.
Staff users log in with OTP. Beneficiaries are service-recipient records first, so they can be enrolled, verified and later sign in by face even when they have no phone, email or formal documents.
Owner / Admin
- Create or select organisation
- Confirm programme type and collection rules
- Invite pastor and volunteer users
- Review dashboard and audit readiness
Pastor / Site Lead
- Open today's event
- Review roll call and expected attendance
- Approve exceptions where needed
- Close event with a clean summary
Volunteer
- Login with OTP
- Select assigned distribution event
- Scan beneficiary face
- Hand out parcel and move to next person
Beneficiary
- No phone or email required
- Staff capture consent and available details
- Enroll face for collection check-in
- Sign in with face after enrolment
Donor
- View aggregate impact
- See verified distribution totals
- Read approved stories and summaries
- Avoid access to sensitive beneficiary PII
Founder Admin
- Owner-only platform oversight
- Support demo or pilot setup
- Review cross-programme health
- Keep governance controls visible
Risk controls for real-world abuse scenarios.
The system is not built on the assumption that vulnerable people are dishonest. It is built because high-pressure distribution environments create predictable risks: duplicate collection, lost documentation, proxy collection, intimidation, and staff-side errors.
Known risk patterns
- Same person attempting to collect at multiple sites or events.
- Proxy collection without approval from the beneficiary or organisation.
- Identity confusion where people have no formal ID, changed names, or unstable contact details.
- Pressure at the gate from groups, dealers, family members or informal queue controllers.
- Staff bypassing process under time pressure or recording handouts after the fact.
Controls in Golden Thread
- Beneficiary face verification tied to an enrolled beneficiary record.
- Cooldown and collection history before a parcel is released.
- Role-based override requiring pastor/admin authority and a reason note.
- Event roll call showing served and outstanding beneficiaries.
- Audit logs for login, enrollment, distribution and override actions.
Demo flow for the owner.
Use one clean story. Show the owner how a person is enrolled, signs in by face, is verified at collection, served, and then visible in reporting.
Open the Pastor role
Use the Pastor demo button with nolsdebeer@gmail.com and OTP 000000 to show today's events and operational dashboard.
Open beneficiaries
Show profiles, consent, collection history and re-onboarding path. Phone and email are optional for real beneficiaries.
Show beneficiary face login
Return to the login page, choose Sign in with face, and show the beneficiary dashboard opening from facial recognition.
Scan and verify
Show face capture, match result, cooldown warning or green handout state.
Hand out parcel
Record the distribution against event, beneficiary and volunteer.
Different users. Different information.
Golden Thread keeps each role focused on the job they need to do.
Pastor
Event oversight, roll call, alerts and exceptions.
Volunteer
Fast scan-and-handout workflow.
Org Admin
Beneficiaries, events, dashboards and governance.
Donor
Aggregate impact, not unnecessary personal detail.
Beneficiary
Own collection record and next support status.
Founder Admin
Owner-only platform support and oversight.
Golden Thread turns a food parcel handout into a trusted service record: who was served, when, by whom, under which event, and with what verification.