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Collabur

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AI-operated partner & affiliate programme operations

An operated partner programme, run by AI under human approval

Collabur handles the recruitment, tracking, fraud screening and payout preparation for your partner and affiliate programme, while your team approves the terms and releases every payout.

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Market

Sized to the operations layer, stated conservatively

$5–8BGlobal partner & affiliate programme operations software + managed-services layer (conservative band, 2024)
$0.7–1.1BSMB/mid-market share of the ops layer in FTLAB's initial served geographies (illustrative)
$2–11MObtainable annual revenue, 3–5 years (illustrative planning range, not a forecast)

What Collabur operates

The operating work, run as a governed service

AI colleagues perform the recurring work; humans hold approval authority at defined control points.

Partner sourcing & onboarding

AI colleagues identify and qualify prospective partners and run onboarding outreach, with same-day applicant handling to avoid losing partners. Partner terms and acceptance thresholds are set and approved by a human; borderline applicants are routed for review.

Attribution & activity tracking

Referred activity is tracked against your agreed attribution rules, designed to remain workable as cookie-based methods weaken. This produces the activity record that underpins each payout.

Fraud & anomaly screening

Referral patterns are screened for suspicious behaviour — cookie-stuffing, attribution theft and invalid traffic — beyond static rules. Flagged patterns escalate to a human reviewer.

Payout preparation & reconciliation

Payout amounts are computed, conversions validated and figures reconciled against the activity record, addressing manual validation, duplicate payments and missed commissions. No payout executes without explicit human sign-off.

Disclosure compliance monitoring

Partner content is monitored for advertising-disclosure requirements to support your standing obligation under the FTC's 2023 Endorsement Guides. Accountability remains with your team; remediation actions are surfaced for approval.

Approval & audit ledger

Each referral and payout carries a record of the underlying activity and the approval step, supporting audit trails and dispute resolution. This is where human control points are configured and enforced.

How it works

From recruitment to released payout

01단계

Recruit and onboard partners

AI colleagues source and qualify candidates and run onboarding. Applicants within approved thresholds are accepted; others are routed to a human, preserving the same-day cadence practitioners say is needed to avoid losing partners.

02단계

Track and attribute activity

Referred activity is tracked against agreed attribution rules and written to the activity record. Anomalies feed screening.

03단계

Screen for fraud and escalate

Referral patterns are screened for fraud signals. Anything exceeding configured thresholds or triggering a fraud signal is escalated to a human reviewer before it can affect a payout.

04단계

Prepare and release payouts

Payout amounts are computed and reconciled against validated conversions, then presented for explicit human sign-off. Funds move only after approval.

05단계

Monitor disclosures and remediate

Partner disclosures are monitored against configured requirements. Suspected gaps are surfaced with recommended remediation for human approval, supporting the FTC oversight duty.

What is different

The operating layer is the product

Self-serve trackers supply software but not labour; enterprise platforms assume you employ a partnerships team. Collabur operates the programme for brands between the two.

A clear line between operation and governance

AI colleagues carry out recruitment, tracking, screening and payout preparation. Accountable humans decide who is approved as a partner, on what terms, under what disclosure obligations, and whether each payout is released.

Incentives aligned with programme integrity

Revenue is a subscription plus a fee scaled to programme volume, deliberately independent of your partner payouts. Collabur is paid for running a sound programme, not for larger payouts.

Auditable by design

Every referral and payout is written to an approval-and-audit ledger recording the underlying activity and the approval step, supporting audit trails and dispute resolution.

Accountability stays with you

The service reduces the operational burden of running a programme, not your accountability for it. Commercial terms and disclosure compliance remain under your control.

Questions

What buyers ask

Who approves partner terms and payouts?

Your accountable humans do. Approval authority sits at four defined control points: partner terms, commission structures, advertising-disclosure requirements, and payout release. AI colleagues cannot alter commercial terms and cannot release payouts, and no payout executes without explicit human sign-off.

How is Collabur priced?

Revenue is a subscription plus a fee scaled to programme volume. It is deliberately independent of your partner payouts, so our incentives sit with programme integrity rather than payout size.

What exactly does the AI do, and what stays with us?

AI colleagues perform the recurring operating work: sourcing and qualifying partners, onboarding outreach, tracking referred activity, screening referral patterns for fraud, and computing payout amounts. Your team sets strategy and holds approval at the defined control points. Decisions that exceed configured thresholds or trigger a fraud signal are routed to a human reviewer.

How does fraud screening work?

Referral patterns are screened for suspicious behaviour — cookie-stuffing, attribution theft and invalid traffic — beyond static rules, in a channel where ad fraud was reported at around 17% of affiliate traffic in 2022. Flagged patterns escalate to a human reviewer before they can affect a payout.

Can you support our FTC disclosure obligations?

Disclosure monitoring supports, but does not assume, your standing obligation under the FTC's 2023 Endorsement Guides. Partner content is monitored against configured requirements and suspected gaps are surfaced with recommended remediation for your approval. Accountability remains with your team.

How do you handle attribution as cookies are deprecated?

Activity is tracked against your agreed attribution rules, designed to remain workable as cookie-based methods weaken, and written to the activity record that underpins each payout.

Which compliance regimes are in scope today?

We are open about this: the compliance evidence gathered to date is US-only. UK, EU and GCC regimes require dedicated research before we operate against them. Payout handling is regulated and trust-sensitive, so procurement includes trust and compliance diligence under human fiduciary approval.

Run a partner programme without staffing a partnerships team

Tell us about your programme and we will walk you through how Collabur operates it under your approval.