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AI Campaign Brief

Andres Lam built AI Campaign Brief to reduce manual marketing handoffs by generating an AI-native campaign brief and LinkedIn banner ad variants enriched with Salesforce. It streamlines targeting, messaging, and creative inputs, enabling teams to move faster from planning to publishing.

Andres Lam

March 23, 2026

AI Campaign Brief Thumbnail V1

NOTE: Demo visuals include blurred data or synthetic placeholders to protect customer privacy.

Manual Handoffs Slow Launches

Digital ads span multiple channels, but the current process depends on sequential handoffs between product, product marketing, integrated marketing, digital marketing, and then creative and content. Each step is well-intentioned, but the dependency chain turns planning into a series of queues.

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Terminal output from AI Campaign Brief generating LinkedIn ad variants, audience targeting, and a saved banner asset, ready to share.

Three frictions came up in Andres’s interviews and walk-through:

  1. Messaging moves slowly from product marketing to integrated marketing, and then into a campaign brief that digital marketing must wait on.

  2. The campaign brief itself is a heavyweight artifact with targeting, messaging, and spend details, and it often triggers back-and-forth before anything can launch.

  3. Creative and content become a bottleneck because ad copy and assets are requested late, after multiple upstream approvals and SLAs.

Briefs that Drive Execution

AI Campaign Brief is the first wedge toward automating the full loop, from publishing to optimization. Today, it generates two outputs from a prompt: an AI version of the campaign brief and a generated ad asset suitable for LinkedIn-style display placements. Andres also connected the agent to Salesforce enrichment to ground targeting and context.

Key capabilities in the current prototype:

  • Generates a structured campaign brief with objective, key message, tone, channel, and targeting.

  • Produces copy variants designed for the selected channel (starting with LinkedIn).

  • Creates an initial banner-style visual asset to pair with the copy.

  • Lays out execution instructions as a plan that can later drive a marketing agent.

  • Sets up a path to expand variants by channel (LinkedIn, Reddit, Google).

As Andres summarized the current output: “It’s creating two things… the AI version of a campaign brief… and… here’s the generated asset.” The early example targeted CISOs and IT directors at mid-market hospitals, using urgency around HIPAA breach risk and an offer to book a live demo.

Faster Flow for Marketing Teams

The immediate impact is reducing time lost to waiting and rework in the planning-to-launch path. Instead of asking each team to translate intent into the next artifact, AI Campaign Brief produces a shared starting point that’s already structured for execution.

Value shows up for multiple audiences:

  • Product marketing and integrated marketing: less time turning messaging into a “dictionary” and bill of work, more time refining positioning and audience strategy.

  • Digital marketing: faster access to a usable brief plus channel-ready variants, reducing stalls before launching tests.

  • Creative and content: fewer last-minute rush requests and a smaller pile of repetitive ad builds.

In the next phase, Andres aims to connect the generated plan to automated LinkedIn posting, then widen beyond LinkedIn into channel-specific variants for Reddit and Google Ads while keeping brand guidelines consistent.

Turning Briefs into Execution

Early feedback from peers focused on how quickly the workflow compresses when the brief and first creative draft arrive together, rather than as separate requests. More broadly, AI Campaign Brief reinforces a builder mindset across marketing operations: reduce repeated handoffs, give teams a common artifact they can edit, and preserve creative capacity for higher-leverage work. The next usage signal to watch is whether digital marketing adopts the generated brief as the default starting point for LinkedIn display builds, then pulls other channels into the same workflow.

Problem

Campaign briefs and ad builds move through slow, manual handoffs across marketing teams, causing delays and overloading creative teams.

Solution

AI Campaign Brief generates an AI-native campaign brief, first-pass LinkedIn banner ad copy, and a simple creative, all enriched by Salesforce.

Why it's Cool

It turns a multi-team “human SLA” chain into a structured plan and its variants, enabling automated posting and faster iteration by channel.

Technologies used:

  • Claude Sonnet
  • Imagen
  • Playwright
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