Your product, clear to everyone who isn't reading the code .
Oracus.ai reads your engineering reality — code, deployments, tickets, specs — and turns it into something a campaign manager, product owner, or customer lead can ask questions of. With citations. Without flagging an engineer.
Your product, mapped from reality
Drawn from what's actually deployed — not a whiteboard, not a Confluence page someone forgot to update. Coloured by what each service does for your customers, so a non-engineer can read the map without an interpreter. Refreshed every ingest.
Every question below was asked of this map.
What the rest of the org actually asks
The questions a product owner, campaign manager, or customer lead has in their head every week — and historically had to ask an engineer to answer. Every answer cites the services, tickets, and owners it came from.
› If our TikTok integration breaks, which campaigns are affected?
Every active ad-group with a TikTok channel target — 132 campaigns across 47 advertisers as of the last sync. Most exposed: brand campaigns in the EU, where TikTok is the primary channel. On-call rotation is @miguel (Channels team).
› We're migrating to TikTok's v3 API — who needs to be in the room?
Three teams own the surfaces that touch TikTok. Channels (tiktok-sync), Creatives (creative-validator handles TikTok's MP4 specs), and Analytics (reporting-aggregator maps TikTok's metric names). Tech leads: @miguel, @elena, @ana.
› Did we actually ship the cross-channel campaign preview from Q1 OKRs?
Partially. The spec calls for preview across all four channels — today only Meta and X render a real preview, while TikTok and LinkedIn return a placeholder. Two open follow-ups are still in flight.
› Who owns creative approval, end to end?
The flow crosses two teams. Creatives team owns creative-store and creative-validator; Workflow team owns approval-service. Practical answer: if approval times jump, talk to @elena (Workflow). If creatives are bouncing on validation, talk to @ana (Creatives).
› When an agency creates a campaign for a brand, what services touch the request?
Six services, in order: account-context lookup, campaign-service (creation), ad-group-service (targeting), audience-builder (segment attach), creative-store (asset link), and approval-service (queue for review). Per-channel sync only kicks in once approval is green.
› Which channel integrations haven't been touched in 90 days?
x-sync and linkedin-sync haven't seen a deploy or PR since Q4. Both had API breaking-change announcements in the meantime — likely at risk of drift. meta-sync and tiktok-sync are both actively maintained.
How does it know all this?
No magic, no agents poking at your infra. Oracus.ai reads the same files your engineers already write — and connects them so non-engineers can ask product questions of the result.
- 1
Reads what's deployed
Your code repos, Kubernetes configs, tickets, and specs. Refreshed daily, so the picture never drifts more than 24 hours from reality.
- 2
Connects the dots
Each ticket gets linked to the services that implement it, the team that ships it, and the customer flow it touches. The graph is what makes cross-cutting questions answerable.
- 3
Answers with citations
Every claim names the ticket, service, or owner it came from. The prompt enforces it; the response schema requires it. Hallucinations are structurally hard.
See your product through Oracus.ai
We'll ingest a handful of your repos and walk you through the resulting map — no install on your side, no commitment.