O OZRIC
Journal · 2026-04-26 · Case Study

Five weeks of campaign,
year of carers.

A regulated UK fostering agency gave us five weeks. That single campaign filled their qualified-carer quota for almost the entire year that followed. The brand is new. The system is not.

The result

Five weeks of Meta campaign. Almost a full year of qualified carer intake. Zero follow-up campaigns required for the rest of the period covered. The agency — Just Foster, a regulated independent UK fostering business — ran their existing 14-stage qualification pipeline against the leads we delivered. The leads converted; the pipeline filled; the bottleneck of the entire business was solved for the year.

This is the OZRIC AI flagship deployment proof point. It is also the system that OZRIC rides on. Everything below is the structural account of how a five-week campaign produced a year of capacity, and why the architecture matters more than the ad spend.

The bottleneck, in plain terms

UK fostering is not a volume business. A fostering agency cannot grow by spending more on marketing. The growth ceiling is the number of qualified, panel-approved foster carers an agency has on its books. Each carer requires months of onboarding — references, DBS, home assessment, training, panel approval — before they can accept a placement. The marketing job is therefore not "generate leads"; the marketing job is to put a steady, qualified flow into the front of a long, regulated pipeline.

That changes what a winning campaign looks like. A thousand enquiries from people who will never pass DBS is worse than fifty enquiries from people who clear panel. The distinction is structural. Most fostering ad budgets in the UK fail not because the ads are bad but because the pipeline behind them is bad — the lead drops in, no one calls within the hour, no one warms the lead through the 14-stage process, and the lead cools.

Just Foster is unusual. It runs its own custom CRM with a 14-stage qualification pipeline already mapped, already used, already operated by experienced staff. The pipeline was good before OZRIC AI arrived. What was missing was the automated layer in front of it — the part that captures the lead the moment it is created on Meta, validates it, routes it into the CRM at the right stage, and triggers the warm contact within minutes rather than hours.

The architecture we built

The pipeline that produced the year-of-capacity result has four parts. None of them are fashionable. All of them work.

1. Meta lead capture — primary path

Meta’s Lead Ads create lead records inside Meta’s business platform. Most agencies pull these into a CRM hours later via a Zapier flow or a daily CSV export. We do not. The primary path is a direct webhook from Meta’s Graph API into the OZRIC AI pipeline service the moment a lead is submitted. Latency from submission to CRM record: seconds. The advantage is real and measurable: a lead contacted within five minutes of submission converts at a multiple of one contacted within an hour. UK fostering is no exception.

2. CSV fallback — the resilience layer

Meta’s API has bad days. Webhooks miss. Tokens expire. A pipeline that breaks silently when a third-party API blinks is a pipeline that costs you a year of carer intake. We built the fallback first. Every campaign exports a daily Meta Ads Manager CSV to a watched folder, and three independent redundancy layers check that folder on their own schedules. If the API path missed a lead, the CSV path catches it. The principle is one line: the canonical pipeline must work even when the upstream is down.

3. Two-stage processing

Stage one runs on every campaign: lead-level CSVs become a qualified-leads tracker (an Excel workbook plus a PDF) that the Just Foster team reads in their existing workflow. Stage two only runs on the final or monthly export — a Meta Ads Manager performance CSV becomes a campaign-analysis PDF with creative-level breakdown, audience response, and the recommended creative rotation for the next flight. One pipeline, two outputs, the right one triggered by the input.

4. Warm-contact orchestration

The piece that closes the loop. The moment a qualified lead lands in the CRM, the warm-contact sequence fires — the right template, in the right voice, at the right stage of the qualification pipeline, with the right human reviewer flagged for the inbound call. The 14-stage pipeline already existed. What we added was the deterministic, time-stamped trigger that ensures every lead enters it inside the conversion window.

Why five weeks produced a year

The naive read is that a great Meta creative did the work. That is not the read we hold. The Meta creative was good. The targeting was sharp. The cost-per-lead was respectable. None of those is the explanation.

The explanation is that the qualification rate, not the lead volume, is what compounds. Once the pipeline reliably delivers qualified leads to the front of the 14-stage process, every week of campaign produces leads that finish the process. A week of leads that all reach panel approval is worth twenty weeks of leads that drop out at stage three. By week four, the rate of panel-approved carers entering the system was running ahead of the agency’s placement growth. By week five, the year was covered.

The unsexy truth is that the result was unlocked not by the ad spend but by the latency, the resilience, and the warm-contact deterministic trigger — the three places the pipeline beats the industry standard. Every other agency we benchmarked was losing leads in the gap between Meta and CRM. We closed the gap.

The numbers we will say in public

The detailed cost-per-lead, conversion-rate, and panel-approval figures belong to the client and we do not publish them without their permission. The numbers above are the numbers Just Foster has agreed are accurate and shareable.

What this is not

It is worth being clear about what the result is not, because AI marketing claims have made this kind of thing harder to take seriously than it should be.

It is not a no-touch system. The campaign was run with daily operator involvement on the OZRIC AI side. The CRM was run by Just Foster staff. The carers were assessed and approved by qualified UK fostering professionals. The pipeline reduced the work that used to occupy three afternoons a week to zero, but the work that needed humans still needed humans. That is the point.

It is not a generic marketing playbook. The result transfers to other UK businesses with the same structural shape — regulated, quota-bottlenecked, high-LTV per qualified lead, an existing strong qualification process — and not to businesses without those conditions. We will not pitch this case to a Shopify dropshipper. We will pitch it to the next fostering agency, the next care provider, the next professional-services firm with a regulated intake bottleneck.

It is not the only thing the same architecture can do. The Meta lead pipeline is one of forty-plus services wired into the OZRIC AI System. Inbox triage, document drafting, voice agents, daily operator briefings, and the four-layer memory architecture all run on the same estate. The Just Foster result is the most legible public proof point. There are others.

How this connects to OZRIC

OZRIC is the Mac & iOS surface of the OZRIC AI System. Every UK business that runs on the OZRIC AI estate — Just Foster included — is a candidate to receive the OZRIC app as the operator’s personal interface to the same intelligence. The Just Foster pipeline that produced the year-of-capacity result will, when the operator opens OZRIC on their desktop or phone, be visible as forty-plus services running inside their estate, one of which is the Meta lead pipeline, another of which is the CRM warm-contact layer. Asking OZRIC on a Tuesday morning "how is the campaign tracking against quota?" is, structurally, the same as opening the OZRIC AI pipeline dashboard on a desktop — only faster, in your tone, and with a calendar update queued for the next staff meeting.

The Just Foster result was produced by the OZRIC AI System without the OZRIC iOS layer. With the OZRIC layer, the same operator gets the same system in the palm of their hand. That is the bet.

The frame to remember

The brand is new. The system is not. OZRIC is the consumer face of an estate that has already filled a year of qualified-carer intake for one UK fostering agency in five weeks. We do not demo. We deploy.

If you run a UK business with a regulated, quota-bottlenecked intake of qualified leads — fostering, care, professional services, regulated recruitment — tell us where to find you. We accept a small number of operators each quarter.


Dale Boyles is the acting CTO of OZRIC AI, the UK AI systems studio behind OZRIC and the Just Foster pipeline. OZRIC AI LIMITED is registered at UK Companies House (17241218). The Just Foster pipeline is operated jointly by OZRIC AI and the Just Foster team.