best case · the full build
The Ad Engine: data-driven advertising, end to end.
What happens when the whole Growth OS points at paid.
This is the flagship configuration: your signal ledger feeding the ad platforms, three autonomous agents running the operational grind, and every closed deal training the algorithms. Your team sets strategy and approves: the engine executes.
layer 01
Scalable data ingestion
The foundation: signals in, clean and complete.
First-party pipeline
Every user signal captured server-side: tracking, webhooks, CRM events: one stream, on your infrastructure.
Clean data layer
Incoming events are deduplicated, consent-aware and structured in real time, so everything downstream trusts the stream.
High throughput
Built for real event volume without latency loss: conversions get captured, not sampled.
Three agents run the ad-ops grind.
Around the clock. Humans keep the approve button.
Audience Builder Agent
segmentsReads behavior from the ledger and builds high-converting lookalike and retargeting segments dynamically: no more monthly audience exports.
Analyzed 41k ledger events
Built segment: pricing-page × 3
Synced to Meta & Google
Creative Performance Agent
creativesEvaluates ad creatives in real time, catches ad fatigue before the metrics tank, and proposes variants on its own: humans approve.
Watching 18 live creatives
Fatigue detected: var-07
Drafted 3 replacements → review
Bidding & Budget Agent
spendOptimizes bidding strategy and budget split across Meta, Google and TikTok: driven by your real attribution data, not platform-reported numbers.
Reading closed-loop attribution
Shifted 12% budget → Google PMax
Bid caps updated on 4 ad sets
illustrative runs: your agents operate on your accounts, your rules, your approval gates
layer 03
The execution loop
Revenue back into the machine.
Closed-loop attribution
Offline conversions and CRM deals flow back into the ad networks, so the algorithms train on revenue: not clicks.
Automated reporting
ROAS, CAC and LTV live on one dashboard instead of manual spreadsheet maintenance.
What each component buys you.
In ad-platform terms, not ours.
| Component | What it does for the ad business |
|---|---|
| Server-side ingestion | Higher data quality where client-side tracking drops off (iOS, cookie consent) |
| Agentic workflows | Manual campaign-management workload cut dramatically: up to 70% is the design target we build toward |
| Smart signal injection | Higher match rates on Meta Conversions API and Google Enhanced Conversions |
targets, not guarantees: your baseline decides the ceiling, the audit finds it