Source: https://daphnislabs.com/faq

FAQ

# Common questions before planning a build

Short answers about how Daphnis Labs plans, builds, controls and supports AI-native software work.

### Is Daphnis only an AI development company?

No. Daphnis builds AI systems, products, commerce platforms, gaming technology, web and mobile software, and internal operations systems.

### What types of products and software does Daphnis build?

Typical work includes assistants, automations, MVPs, SaaS products, ecommerce, iGaming, games, web apps, mobile apps and internal tools.

### Can Daphnis work with an existing product or engineering team?

Yes. Work can start with architecture, audit, integration, build support or a focused delivery track alongside your team.

### Can you modernise or rescue an existing codebase?

Yes. Rescue work starts with diagnosis, risk ranking and a recovery plan before broader rebuild decisions.

### How do you decide where AI should and should not be used?

AI is used where it improves the workflow without weakening control. Deterministic logic, approvals and records stay explicit.

### How do you protect business data when building AI systems?

The build plan defines permissions, data boundaries, tool access, logging and review points before sensitive workflows are automated.

### Can you work under an NDA and within our cloud environment?

That can be reviewed during planning. Access, environments and procurement needs should be agreed before implementation.

### Who owns the source code and intellectual property?

Ownership terms should be confirmed in the engagement agreement. Public website copy should not replace legal review.

### What engagement models are available?

Common starting points include Blueprint, Discovery Sprint, Audit, MVP Sprint, platform blueprint and rescue review.

### How do discovery, Blueprint and implementation engagements differ?

Discovery clarifies scope, Blueprint maps architecture and delivery, and implementation builds the approved system.

### Do you support systems after launch?

Support can be planned as part of Operate, including monitoring, fixes, iteration and handover expectations.

### Can you support enterprise procurement, documentation and vendor onboarding?

Daphnis can prepare engineering artefacts and review procurement needs, with final terms handled through the approved commercial process.

[Plan Your Build](https://daphnislabs.com/contact?intent=faq)