Platform
Conductor: fleet control for serious AI software delivery
When you run more than a handful of AI-built applications, the question changes from "is my app fine" to "which of my three hundred apps is not" — Conductor answers it on one screen.
Conductor is Ciao's workspace command center: one screen for hundreds — sometimes thousands — of projects with live health, protected-zone visibility and fleet control. Unlike per-project dashboards that make you check applications one at a time, Conductor surfaces the whole portfolio at once, so agencies and enterprise teams see what is healthy, what is at risk and what needs a human — before clients or users do.
Published 2026-07-03 · Last updated 2026-07-03
Portfolios fail differently than projects
One AI-built application is easy to keep in your head. Three hundred are not. Agencies, enterprises and franchise operators that adopt AI-assisted development succeed at producing software — and then discover the next problem: nobody can say, at a glance, which of those applications is healthy, which one has a failing deploy, and which one had its billing logic touched last night.
The Conductor overview introduces where it fits in the platform; this page covers what it does day to day. Conductor is the command center for a Ciao workspace: one screen for hundreds — sometimes thousands — of projects, with live health, protected-zone visibility and fleet control. It exists because portfolio problems are invisible from inside any single project.
How Conductor works
1. Every project reports in
Ciao projects stream build, QA, security and runtime status to Conductor automatically. There is nothing to instrument and no dashboard to assemble per app.
2. Health lights show the fleet
Each project carries a live health light. Green means shipping normally; amber and red mean a gate failed, a check degraded or an incident is open. You scan a wall, not a spreadsheet.
3. Protected zones stay visible
Guardrails maps each codebase into business areas. Conductor shows which protected zones — payments, auth, personal data — were touched recently and whether the required review happened.
4. Drill in without switching tools
Click any light to see what changed: the deploy, the failing check, the finding. From there, open the project in Builder or hand it to Doctor for diagnosis.
5. Act across the fleet
Fleet control applies decisions to many projects at once — pause publishing across a client group, review everything that touched a protected zone this week, or check rollout status portfolio-wide.
6. Route work to humans
When something needs a decision, Conductor shows who needs to look, and the resulting review is recorded in the audit trail like any other.
Why it matters
AI-assisted development changes the economics of how many applications a team can own. The bottleneck moves from writing software to knowing the state of software. Conductor is built for that second problem — and it is the difference between running a fleet and merely having one.
It also changes conversations with clients and leadership. "Everything is green except these two, and here is why" is a sentence you can now say with evidence behind it.
Conductor also changes what "protected" means in practice. A policy written in Guardrails is only as good as your ability to see it working — and protected-zone visibility across the fleet is exactly that view. When an auditor, a client or a new engineering leader asks how three hundred applications are kept honest, the answer is a screen, not a binder.
Who uses Conductor
Conductor earns its place wherever the portfolio outgrows human memory.
- Agencies — One screen across every client project — spot the red light before the client does, and walk into reviews with live health instead of a status document.
- Enterprise IT and platform teams — Hundreds of internal tools, one view of what is deployed, degraded or awaiting review.
- Franchise and multi-brand operators — The same application, hundreds of instances — Conductor shows which are healthy and which have drifted.
- MSPs — Operate software for many customers with per-tenant visibility and fleet-wide actions, all recorded in the audit trail.
Security and governance notes
- ✓ Role-based access control governs who can see and act on which projects.
- ✓ Protected-zone visibility comes from Guardrails' business-area mapping, not manual tagging.
- ✓ Fleet actions are recorded in the append-only audit trail like any other change.
- ✓ Live health includes QA smoke gates and production checks, not just uptime.
- ✓ SSO via SAML and OIDC, with optional MFA, applies across the workspace.
Portfolio questions, answered two ways
The gap Conductor closes is easiest to see one question at a time.
| The question | Per-project tooling | Conductor |
|---|---|---|
| Which apps are unhealthy right now? | Open each dashboard in turn | One wall of live health lights |
| Did anything touch payments code this week? | Ask each team and hope for good memory | Protected-zone view across the fleet |
| What failed in last night's deploys? | Scroll logs project by project | Red lights link straight to the failing gate |
| Can we pause publishing for a client group? | Message every project owner | One fleet-control action, recorded in the audit trail |
Frequently asked questions
How is this different from the Conductor overview page?
The overview explains where Conductor sits in the platform; this page details the working surface — health lights, protected-zone views and fleet actions. If you are evaluating Ciao for a portfolio, start with the overview, then come here for the specifics.
How many projects can Conductor handle?
Conductor is built for hundreds — sometimes thousands — of projects in one workspace. Status is streamed from each project rather than checked by hand, so the screen stays current at fleet scale.
Can anyone with Conductor access change any project?
No. Role-based access control scopes both visibility and action, and every fleet action lands in the append-only audit trail. Seeing the fleet and changing the fleet are separate permissions.
What do the health lights actually measure?
Build status, QA smoke gates, production checks, security findings and runtime signals from the live application. A project is green when its gates pass and its production checks are clean — not merely when the server responds.
We manage client projects — can clients see their own slice?
Access is role-based, so visibility can be scoped per client or per group. That makes it practical to run client reviews from the live view instead of preparing a status report the night before.