AI-Powered Production Workflows
“Creative teams are cycling through ideas without clear criteria - and timelines keep compressing.”
Teams burn time cycling through rounds of concepting without alignment. I use AI to compress that process — not replace creative judgement — so direction locks earlier and execution is stronger.
AI-generated seasonal ad — Anova asset library repurposed from concept through production
The Challenge
Traditional creative development is slow:
Endless concepting → Teams cycle through dozens of ideas without clear criteria
Late-stage pivots → Direction changes after production starts, causing rework
Resource bottlenecks → Waiting on designers, writers, or creative review
Lack of validation → No way to test direction before committing budget
I integrate AI into early-stage creative development to compress timelines from weeks to days.
Holiday campaign concept deck — AI-assisted strategy and visualization for Combustion smart kitchen launch
This is where AI played a role in campaign concepting for a complete pitch to paint the full picture for the ads that were developed.
How I Lead
AI-generated paid ad — existing Anova content reframed for Q4 2025 campaign
Rapid Exploration & Iteration
AI generates multiple creative directions quickly so teams evaluate options earlier — before committing production resources.
Visual & Narrative Prototyping
AI creates rough mockups and motion treatments that communicate creative intent without full production investment.
Pattern Recognition & Insight
AI surfaces what’s working across performance data to inform the next round of creative decisions.
Human Judgment as Final Filter
AI proposes, humans decide. Brand standards, taste, and strategy guide every AI output toward brand intent.
How This Shows Up in Real Work
Proof
Entry 1 — Anova Holiday Campaign
Work: Built complete campaign concept deck — from problem statement through emotional hook to final vision — using AI-driven visualization and creative strategy for connected smart kitchen product launch.
Outcome: Full pitch concepted and visualized in days instead of weeks. Campaign deck covered audience insight, narrative framing, and visual direction in a single sprint.
Signal: AI compressed the concepting-to-pitch timeline while maintaining premium brand positioning. The deck images already on this page serve as the visual proof.
Entry 2 — Anova AI-Generated Paid Creative
Work: Repurposed existing Anova asset library into new seasonal ad creative using AI production tools. First AI-generated ad deployed to paid channels.
Outcome: Proved AI could extend existing brand assets into new ad formats without full production cycles. Ad went live on paid channels in Q4 2025.
Signal: Demonstrated that AI can stretch an existing content library into new revenue-generating formats — reducing production cost per asset.
What This Unlocks for Teams and Businesses
For the Creative Team
Evaluate 10 directions in a day vs. 3 in a week
Validate direction before production, catch issues earlier
AI-assisted prototyping for video, paid creative, social content
Test more, learn faster, make better decisions
For the Growth Team
Compress timelines without sacrificing quality
Generate variations quickly for performance optimization
Rapid exploration of tone, framing, narrative direction
Accelerate creative development when timelines compress
For the Business
Reduced production cost per asset
Faster concepting-to-pitch cycles
Creative confidence backed by pattern recognition and data
AI extends existing content libraries into new revenue-generating formats
My AI Creative Toolkit
My AI Creative Toolkit
Video Production → Weavy, Veo3, KlingAI, Eleven Labs, Adobe Premiere Pro for AI-assisted video creation and editing
Creative Development → AI tools for concept exploration, copywriting, visual prototyping
Performance Analysis → AI-powered analytics to inform creative strategy (Claude Cowork, ChatGPT, Gemini Pro)
Workflow Integration → Embedding AI into existing production systems without disruption