Use cases
Build internal tools with AI-assisted engineering
Give ops, support and finance the admin panels and consoles they keep asking for — real code, real permissions, a real audit trail — without pulling engineers off the roadmap.
Ciao is an enterprise AI-assisted engineering platform teams use to build internal tools — admin panels, ops consoles and data apps — as real React, TypeScript and Supabase applications they own. Unlike internal tool builders that keep logic inside a proprietary runtime, Ciao generates standard code, reviews every risky change with Guardrails, tests with automated QA, and deploys to Ciao cloud, your own cloud, private VPC or on-prem.
Published 2026-07-03 · Last updated 2026-07-03
The software your own team runs on
Internal tools are the applications your staff opens all day: the refund console a support agent uses twenty times a shift, the inventory screen the warehouse lead checks at 6 a.m., the admin panel that decides which customers see which features. They rarely win a roadmap fight against customer-facing work, so most companies run these jobs on spreadsheets, shared inboxes and a script one engineer understands.
The cost shows up slowly. Data gets edited with no record of who changed it. Permissions are whatever the spreadsheet share settings happen to be. A pricing correction waits weeks because the engineer who owns the script is on leave. When an auditor asks how the process actually works, nobody can answer from the tooling.
Ciao treats internal tools as real software with a smaller audience. You describe the tool in plain language; Ciao builds it as a React, TypeScript and Supabase application with authentication, role tiers and an audit trail in the first version — then keeps it tested, governed and deployable as the tool becomes something the business depends on.
What an internal tool actually requires
A production internal tool is more than a form over a database. The requirements repeat across companies:
- Authentication that matches your company — SSO via SAML or OIDC so staff sign in with existing accounts, with optional MFA on tools that touch money or customer data.
- Role tiers — At minimum viewer, operator and admin — agents issue refunds up to a limit, team leads approve above it, admins change configuration.
- A data model mapped to systems of record — Read from production Postgres or the warehouse; write through validated forms with rules, never raw table edits.
- Search, filters and bulk actions — Find the 300 affected orders, preview the change, apply it once — behind a confirmation step that leaves a record.
- An audit log — Who changed what, when, from which screen. Append-only and exportable for the day someone asks.
- Notifications — Slack or email when a queue backs up, a job fails, or a high-value action needs a second pair of eyes.
- Integrations — The tool earns its keep by talking to billing, the CRM, the warehouse and internal APIs — not by becoming another silo.
- Environment separation — A safe place to try changes before they run against production data.
How an internal tool build runs on Ciao
1. Describe the tool
Plain language: "a refunds console where agents can refund up to $200 and leads approve anything higher." Builder shows the live app next to the chat as it takes shape.
2. Connect the data
Ciao generates a Supabase backend and connects to existing Postgres databases, REST APIs or warehouse tables. The full-stack console lets you inspect every query the app makes.
3. Shape the workflow
Click any element and describe the change with inspect-to-prompt. Queue a batch of refinements in the prompt queue and review them as they land on branches.
4. Test the risky paths
QA records deterministic browser replays of the flows that matter — the refund path, the permission boundary — and runs smoke gates before every publish.
5. Govern the sensitive areas
Guardrails maps the code into business areas like payments and customer data, flags risky changes, applies plain-English policies and records human review before merge.
6. Deploy where IT wants it
Ciao cloud, your own AWS, Azure or GCP account, private VPC, or on-prem under separate terms.
7. Watch it in production
Doctor probes the live app and drafts fixes when something drifts. Conductor gives one screen for the whole internal-tool fleet.
Security and governance checklist
- ✓ SSO via SAML or OIDC, with optional MFA on high-risk tools
- ✓ Role-based access control on every screen and destructive action
- ✓ Append-only audit trail across prompts, merges, deploys and admin actions
- ✓ Guardrails policy review on changes that touch payments or customer data
- ✓ Security scanning with vulnerabilities confirmed against the live app before flagging
- ✓ Customer code never used to train models; inference under zero-retention contracts
- ✓ 100% code ownership — export the React and TypeScript code to your repo at any time
- ✓ Deployment into your own cloud or private VPC when data cannot leave
Internal tools teams ship on Ciao
Refund and credits console
Tiered refund limits, approval above threshold, a reason code on every action and a log finance can export.
Customer 360 for support
One screen joining billing, product usage and ticket history so agents stop tab-hopping across five systems.
Inventory adjustment tool
Barcode-friendly counts, variance flags and adjustments that post back to the system of record with a named owner.
Feature flag and config manager
Controlled edits to plans, limits and flags — validated forms instead of a production database session.
HR onboarding tracker
Checklists per new hire, task owners across IT, HR and the hiring manager, and automatic reminders when steps stall.
Ops incident log
Structured incident records with severity, timeline and follow-up actions — searchable when the same failure recurs.
Internal tool requirements, covered
| Requirement | How Ciao covers it |
|---|---|
| Company sign-in and roles | SSO via SAML and OIDC, optional MFA, role-based access control |
| Your existing data | Generated Supabase backend plus connections to Postgres, REST APIs and warehouses |
| Control over risky changes | Guardrails detects risky changes and records human review before merge |
| Testing before release | QA runs deterministic browser replays and smoke gates before every publish |
| Audit evidence | Append-only audit trail across prompts, merges, deploys and admin actions |
| Hosting constraints | Ciao cloud, your own AWS, Azure or GCP account, private VPC or on-prem |
| Long-term ownership | Standard React, TypeScript and Tailwind, exportable to your own repo at any time |
Frequently asked questions
How is Ciao different from drag-and-drop internal tool builders?
Ciao is built for teams that want real code rather than a proprietary runtime. Every tool is a standard React, TypeScript and Supabase application you can export to your own repo, and every serious change ships through Guardrails review, automated QA and security testing rather than straight to production.
Can internal tools connect to our existing databases and APIs?
Yes. Ciao generates a Supabase backend and connects to existing Postgres databases, REST APIs and warehouse tables. Custom sandbox images wrap AI-assisted engineering around Rails, Java, Go, Python, Node and multi-process backends when the tool has to live next to an existing stack.
How do we stop an operator from doing something they shouldn't?
Permissions live in the application itself: role tiers, per-action limits and approval steps above thresholds. Every action lands in an append-only audit log, and on the code side Guardrails requires recorded human review before changes to sensitive areas merge.
What happens when a small tool becomes business-critical?
Nothing has to be rebuilt. The tool is already real code with QA replays on its critical paths, Doctor watching the live app, rollback available, and Conductor showing its health alongside every other project in the workspace.
Who owns the code?
You do — 100% code ownership. Tools are standard React, TypeScript and Tailwind, exportable to your own repo at any time, and customer code is never used to train models.
What does it cost?
Individual builders can start self-serve with credits. Serious production programs — a fleet of governed internal tools rather than one experiment — start at USD 10,000 per year, and sales can scope that against your backlog.