Breezy

Breezy's free Bootstrap plan lets agencies pilot a branded career site and 50+ job board distribution at zero cost, converting a one-off setup into a recurring retainer once clients hit the Startup tier at $189/mo. The absence of a white-label program means agencies must sell Breezy as a managed service, not a private label, which actually increases the perceived value of their delivery layer.

Agencies deploying Breezy must confront its white-label gap: the platform does not offer a reseller or white-label program, so client-facing career sites and reports carry Breezy branding. This framework helps agencies decide when to use Breezy internally versus reselling it. For example, a staffing agency can use Breezy's free Bootstrap plan to manage its own hiring, but when packaging a managed recruitment service for a client, the client will see Breezy's logo, not the agency's. The Startup plan at $189/month (or $157 annually) adds automations and analytics, but the branding issue persists. Agencies should position Breezy as a transparent, cost-effective tool for clients who prioritize function over branding, or use it as a back-end system while maintaining client communication through their own channels. The framework maps client tolerance for third-party branding against the agency's margin goals.

Screening Bias Transfer is the principle that when an agency moves candidate screening from human recruiters to an AI-first ATS, the bias does not disappear. It relocates: from the recruiter's judgment to the model's training data, the scoring rubric, and the agency's own configuration choices. For agencies running recruitment on retainer, this matters because the client still owns the legal and reputational exposure, and the agency now owns the audit trail. A concrete example sits in the roster: GoHire screens candidates at scale across 15+ job boards, while Spark Hire layers AI resume scoring on top of one-way video interviews. Each adds a scoring layer that a client can later question. The practical discipline is to document what the model weighs, keep a human review checkpoint on any rejection above a defined threshold, and treat the screening config as a client-facing deliverable rather than an internal setting.

Screening Liability Transfer is the principle that when an agency routes a client's hiring through an AI screening layer, the vendor's scoring logic becomes the agency's exposure. The tool decides who advances; the agency owns the outcome. This matters because retainer renewal depends on placement quality, not on how defensible the model was. A concrete case: Forrester reported in September 2026 that 83% of B2C marketing decision makers already work with AI agents, making automated judgment a baseline client expectation rather than a differentiator. That normalization cuts both ways. When a client asks why a strong candidate was filtered out, "the platform scored them low" is not a deliverable. Agencies running recruitment or managed HR work should map every automated screen to a named human reviewer, document the override path, and price the review time into the retainer. Tools such as GoHire, Spark Hire, and Workable all expose scoring and pipeline controls; the governance layer around them is what the client actually buys.

Adopt Breezy only when your client accepts third-party branding and your service margin can absorb the per-client subscription cost.

Before scaling automated screening, map every candidate-facing touchpoint the tool controls and put a named human owner on each one.

IF your agency places candidates into client roles or runs recruitment as a retainer service, THEN decide whether to bolt an AI screening layer onto the ATS you already run or replace the whole stack with an AI-first system. The screening layer wins when recruiter judgment and client-facing personalization carry the relationship; full replacement wins when posting volume, multi-board distribution, and time-to-hire are the metrics clients actually pay for.

A managed ATS service for small businesses that configures Breezy's branded career site, job board distribution, and automated screening, then hands over a monitored pipeline with monthly reporting.