i. AI Media Strategy 2025
Marketing & Advertising

Stop Reading Dashboards. Start Reading Decisions.
"strategy at the speed of automated."

What we built

An AI media strategy system that connects to the agency's ad platforms and runs every week, analyzing cross-platform performance, detecting creative fatigue, and generating a prioritized strategic brief with predicted impact per action.

AI Automation Creative Intelligence Cross-Platform Analytics Strategic Briefing
ii. What changed

The numbers,
once it shipped.

0hrs
Saved every month across 12 clients
$0+
Monthly value of recovered billable time
$0+
New monthly recurring revenue unlocked
0
Ad platforms connected into one intelligence layer
iii. What we did

We gave the agency a strategist that works across every account, every week, without being asked.

A digital marketing agency was running paid campaigns across Meta, Google, TikTok, LinkedIn, and more for a growing roster of clients. Every week, someone logged into each platform, pulled data, spotted fatigue, and translated it into something coherent enough to share. It took most of their week, and still wasn't consistent.

The problem wasn't analytical ability, it was volume and fragmentation. Twelve clients across seven platforms meant dozens of dashboards and no single view of what actually mattered. Creative fatigue was caught late. Budget inefficiencies surfaced after the damage. Strategy was reactive, not predictive.

"They didn't need more data. They needed something that could read it, think about it, and tell them what to do next."

We built an AI-powered media strategy system that connects to the agency's ad platforms and runs automatically every week. For each client, it analyzes cross-platform performance, scores budget efficiency, detects creative fatigue, and generates a brief with prioritized actions and predicted impact per action. The team starts every Monday already knowing what to do, for every client, before opening a single dashboard.

Strategic Brief — Acme Co. · Week 21
7 platforms · auto-generated
Budget Score
0/100
Spend
$0K
Conversions
0
ROAS
3.4×
Funnel Health last 7 days
  • Impressions 1.2M
  • Clicks 38K
  • Leads 5.4K
  • Conversions 312
Top Actions 4 prioritized
  • 01.Refresh hero creative on Meta Campaign #4. Fatigue detected at day 12.
  • 02.Reallocate $800 from Google Display to Google Search. Efficiency gap.
  • 03.Launch LinkedIn retargeting. Mid-funnel drop-off at 60%.
fig. 01 Weekly Strategic Brief. An automatically generated brief for one client: cross-platform performance summary, budget efficiency score, funnel analysis, and prioritized action items.
Creative Analysis — Acme Co.
6 active ads · AI vision scan
  • Hero v1 — Meta
    Day 12 · CTR 0.8% ↓
    Fatigue
    Refresh
  • Hero v2 — Instagram
    Day 4 · CTR 1.4% ↑
    Fatigue
    Keep
  • Lifestyle — Google Display
    Day 9 · CTR 0.6% ↓
    Fatigue
    Refresh
  • Carousel — TikTok
    Day 3 · CTR 2.1% ↑
    Fatigue
    Scale
fig. 02 Creative Analysis. AI vision analysis of active ad creatives: fatigue detection, pattern recognition, and specific recommendations on what to refresh and why.
iv. The goal

Let the strategists do strategy — not data entry.

The agency needed to scale their client roster without scaling headcount, with the system handling the analytical layer so the team could focus on relationships, creativity, and the decisions only humans should make.

We knew we'd hit it when Monday morning started with every brief already written, every action already prioritized, and all the team had to do was execute.

Action Tracker · Acme Co.
Brief generated · Monday 6:45 AM
  • Priority 1
    Refresh hero creative on Meta Campaign #4 — fatigue detected at day 12
    Predicted impact +18% CTR
  • Priority 2
    Reallocate $800 from Google Display to Google Search — efficiency gap identified
    Predicted impact +24% ROAS
  • Priority 3
    Launch retargeting sequence on LinkedIn — mid-funnel drop-off at 60%
    Predicted impact +31% conversion rate
  • Priority 4
    Pause TikTok Campaign #2 — CPM up 40%, engagement down, audience saturated
    Predicted impact Save $1,200/week
fig. 03 Simulated Action Tracker. Four prioritized action items with predicted impact scores. Click any status to cycle Pending → In Progress → Done.