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 Fidelity Threshold is the point at which automated candidate handling stops saving an agency time and starts costing it placements. Below the threshold, AI screening compresses hours of resume review into minutes and nobody notices the machine. Above it, candidates feel the absence of a human and drop out, and the client blames the agency's process rather than the tool. The framework asks agencies to map each hiring workflow step against two variables: volume handled per recruiter and the personalization a candidate expects at that step. High-volume, low-emotion steps (job board distribution, availability polling, reference collection) tolerate near-total automation. Offer conversations, senior shortlists, and any step where the candidate is also a client's future employee do not. Spark Hire's one-way video screening and GoHire's AI matching both sit safely below the line for first-pass filtering; pushing the same automation into final-stage engagement is where retainer relationships get exposed. Set the threshold per client, in writing, before the first requisition opens.

Personalization Debt Ledger treats every automated candidate touch as a small withdrawal against a balance the agency must repay in human contact. AI-first screening compresses time-to-hire, but each auto-rejection, auto-schedule, and templated follow-up accumulates debt that surfaces later as candidate ghosting, client complaints about placement quality, and rehiring costs on retainer accounts. The framework asks agencies to book that debt explicitly: count automated touchpoints per requisition, set a repayment ratio of human reviews per hundred automated decisions, and reconcile monthly against client satisfaction and offer-acceptance rates. A practical example sits in the tooling itself. GoHire posts to 25+ boards and screens at scale, while Spark Hire layers one-way video and behavioral scoring on top of ATS records, so a single requisition can generate dozens of machine decisions before a recruiter speaks to anyone. Agencies running hiring for clients should treat the repayment schedule as a delivery commitment, not an internal preference.

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

Pilot the screening and outreach layer on one live client requisition for a full hiring cycle, and measure quality-of-hire and candidate drop-off before committing the retainer to it.

IF your agency fills more than roughly 20 open roles a quarter across client accounts and the first-pass screen is the bottleneck, THEN deploy AI screening and scheduling (GoHire, Spark Hire, HireNewTalent.ai) with a documented human review checkpoint before any rejection reaches a candidate. IF placements are few, senior, or relationship-led, THEN keep recruiter judgment on every candidate and use software only for posting, pipeline tracking, and scheduling.

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.