Daphnis Labs

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.

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