The outcome

Run a predictable media API that cannot expose its key or publish unsafe output automatically.

DeepAI is a Consumer and developer AI toolkit for chat, image and video generation, image editing, upscaling, colorization, and background removal. Quickly exploring AI chat and visual concepts, generating or editing images, producing short visual drafts, and integrating straightforward media endpoints into prototypes. This guide narrows that broad capability into one repeatable outcome, with checkpoints that keep the source material and your judgment in the loop.

Before you begin

Set the boundary before the tool starts.

Choose one real task, identify who will use the result, and decide what evidence or test will make the result acceptable. Gather only the source material needed for that task. If the work contains confidential, personal, regulated, or client-owned information, confirm that the platform and account are approved before sharing it.

Troiana principle

AI should make the work easier to inspect. If the workflow removes the source, the owner, or the review step, redesign the workflow.

Step by step

A workflow you can repeat.

  1. 01

    Confirm the current endpoint, plan, parameters, size limits, terms, User Content handling, moderation, retention, and allowed product use.

  2. 02

    Keep the API key server-side, authenticate owners, validate file type and dimensions, remove metadata, and require rights and sensitivity attestations.

  3. 03

    Submit idempotent jobs with bounded prompts, resolution, timeout, retry count, concurrency, and per-user cost limits while preserving the untouched input.

  4. 04

    Quarantine results for malware, format, dimensions, visual safety, identity, text, artifacts, rights, and task-specific human quality review.

  5. 05

    Release only through an approved action, redact logs, rotate keys, reconcile spend, test provider errors and duplicates, and delete temporary assets on schedule.

Working standard

What good use looks like.

  • Keep keys off the client.
  • Limit size, retries, and spend.
  • Quarantine every generated asset.

DeepAI says users own their input and output but may use User Content to provide, develop, improve, secure, and enforce its services. Generated content can be inaccurate, derivative, unsafe, or visually misleading, and ownership language does not clear third-party copyright, trademark, likeness, or privacy rights. Never expose API keys, upload confidential material without approval, or automate publication without review.

Official references

Check the current product documentation.

Features, plan limits, availability, and data controls change. These official pages are the starting points used for this collection.