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Research & automation

From a blank prompt
to a clear next step.

Organize notes, research, and automation so progress stays visible — and you decide what leaves the loop.

Open AI agents
  • Brief
  • Sources
  • Checkpoint

Concrete scenarios

Ways teams use agents.

  1. 01

    Brief to outline

    Turn scattered notes into a structured plan with open questions listed.

  2. 02

    Research with receipts

    Pull sources beside the draft so claims stay checkable.

  3. 03

    Automate the busywork

    Queue multi-step follow-ups while you keep approval points.

An illustrative agent thread.
  • You

    Turn these launch notes into a plan.

Research automation

Automate the busywork. Keep judgment in view.

An illustrative loop for research and follow-through — sources, drafts, and pause points stay on one thread.

  • BriefCapture the ask

    Goals, constraints, and open questions land before any draft starts.

  • SourcesKeep receipts close

    Linked notes and references stay beside the emerging outline.

Automation mapIllustrative
  1. AskShare goal + constraints
  2. ResearchPull sources into view
  3. DraftShape the outline
  4. PauseHuman checkpoint
  • Context stays linked
  • Steps remain visible
  • Nothing ships without review
  • RouteQueue the next steps

    Follow-ups move as visible steps — not a black-box batch job.

  • GatePause for judgment

    Approve, edit, or redirect before anything leaves the loop.

  • Brief to outline

    Scattered notes become a structured plan with open questions listed.

  • Research with receipts

    Claims stay checkable because sources sit next to the draft.

  • Shared thread

    Planner, builder, and reviewer can join without losing intent.

Shared context

Research stays on one thread.

Planner, builder, and reviewer roles can sit on the same task so handoffs do not lose intent.

  • PlannerShared context
  • BuilderShared context
  • ReviewerShared context

Stories

What teams notice first.

  • Keep the brief, image variations, and feedback together as your creative direction takes shape.

    Refine assetsCreative workflow · Workflow example

  • Try a new direction in code, images, or video, then refine the version worth taking forward.

    Explore ideasCreative workflow · Workflow example

Research & automation lifecycle

Automate without losing the plot.

Agents on magnetic keep research and next actions visible — so speed never hides the decision points.

FAQ

Clear answers before you start.

magnetic.ai brings an AI Code Editor, project workspace, image generation, and video creation into one AI workspace for building, creating, and shipping.