When operations and workflows run smoothly, marketing moves from chaos to clarity. Artificial intelligence (AI) helps organisations reduce repetitive effort, improve collaboration, and enable more efficient marketing workflows.
In this article, Carly McClen demonstrates how an AI-powered marketing workflow connects planning, creation, activation, conversion, and optimisation into one continuous process. Using Adobe GenStudio as the central workflow platform, together with AI-powered advertising platforms and AI website assistants, she shows how connected technologies reduce repetitive effort and improve campaign performance.
Behind every successful marketing campaign is a workflow that moves ideas from planning through to execution. Marketing operations provide the systems, data, and governance that support campaign delivery, while workflows are the processes that turn ideas into action.
When workflows are well designed, work moves faster, teams collaborate more effectively, and campaigns reach the market with greater speed, consistency and fewer bottlenecks. Poorly designed workflows, however, delay even the best ideas through manual processes and disconnected systems.
This is where AI creates operational value. It strengthens marketing workflows by automating repetitive tasks, reducing bottlenecks, improving collaboration, and increasing visibility across the campaign lifecycle. The result is faster execution, stronger governance, better-informed decisions, and more opportunities to convert interest into measurable business outcomes.
Start by identifying the everyday frustrations and structural inefficiencies that create unnecessary effort, slow marketing workflows, and limit campaign performance.
Where to Start
Start by identifying the everyday frustrations and structural inefficiencies that create unnecessary effort, slow marketing workflows, and limit campaign performance.
Areas that commonly limit marketing performance include:
Siloed teams: limited collaboration and visibility,
Fragile handovers: information lost between stages,
Inconsistent knowledge sharing: assets spread across disconnected systems,
Limited workflow visibility: unclear progress and ownership,
Fragmented campaign data: performance spread across multiple platforms, and
Limited performance insights: difficulty identifying what drives conversions.
From Workflow Friction To Connected Marketing
Workflow friction often presents the greatest opportunity for automation so, before introducing AI, understand how work moves through your organisation.
Addressing these challenges requires more than individual AI tools. It requires a connected workflow that links planning, creation, activation, conversion, and performance insights into one continuous process. By connecting these activities, organisations gain greater visibility into campaign performance, reduce manual effort, and identify what is driving results. These insights can be used to optimise both current and future campaigns.
A Workflow in Action
Consider a practice launching a new premium eyewear collection. Rather than jumping straight into designing ads, every successful campaign begins with a clearly defined objective and a structured workflow.
Adobe GenStudio Insights brings creative performance, advertising results, and available conversion insights into a single view, helping marketers understand what is performing best across connected campaigns. Rather than reviewing performance separately within Google Ads, Meta, LinkedIn, and TikTok, marketers can compare campaign performance across channels while also identifying which creative attributes – such as headlines, imagery, calls-to-action, and messaging – are driving the strongest results. When combined with website analytics and booking or enquiry data, these insights provide a clearer understanding of how campaign performance translates into measurable business outcomes.
Define: Set The Objective And Conversion
Every successful marketing workflow begins with a clearly defined objective and measurable conversion.
In this example, the objective is to successfully launch a new premium eyewear collection and drive patient interest over the next six weeks. The conversion is a completed premium eyewear styling consultation booking, although it could also be an enquiry, callback request, or another measurable business outcome.
The objective provides direction for the entire workflow, while the conversion establishes the measurable outcome that AI ad platforms optimise towards. Every stage that follows, from creative development and campaign activation to website interactions and performance insights, is designed to support that objective and drive the desired conversion.
Create: Build Once, Scale Everywhere
With the campaign objective and conversion defined, the workflow moves into campaign creation.
Traditionally, this stage involves rewriting briefs, recreating creative for different channels, manually resizing assets, managing multiple versions, and navigating lengthy approval processes.
Adobe GenStudio brings these activities together within one connected workflow.
The campaign begins with approved brand foundations, including brand guidelines, assets, tone of voice, visual style, products, personas, and campaign messaging. Working within these governance controls, Adobe GenStudio combines generative AI with approved brand assets to produce consistent, compliant, and brand-aligned creative.
Using Adobe Firefly, approved templates and assets from Adobe’s Digital Asset Management (DAM), Adobe GenStudio generates personalised, channel-ready creative from a single campaign foundation. Creative can be adapted for different audiences, channels, and formats without rebuilding assets for every advertising platform.
As campaigns mature, audiences naturally become less responsive to the same creative. Rather than starting again, Adobe GenStudio generates fresh, brand-aligned creative variations from the same approved campaign foundations, helping extend campaign performance while reducing production time.
Adobe GenStudio also streamlines review and approval. Brand validation, accessibility, and compliance checks help ensure creative meets organisational standards before Adobe Workfront routes assets through structured approval workflows. Marketing, management, legal, and compliance teams can review, compare versions, and approve content within one collaborative workspace.
Once approved, Adobe GenStudio prepares and activates channel-ready creative across connected advertising platforms, including Google Ads, Meta, LinkedIn, and TikTok, where platform AI continues to optimise campaign delivery.
Where AI Reduces Effort
- Duplicating creative production across channels.
- Manually formatting for multiple platforms.
- Review, approval, and compliance processes.
- Version control and creative governance.
- Campaign activation across advertising platforms.
Operational Gains
- Faster time-to-market.
- Scalable production of personalised creative.
- Consistent brand governance.
- Improved cross-functional collaboration.
- Connected omnichannel campaign activation.
- More time for strategic marketing.
Activate: Create Connected Campaign Delivery
With campaign assets approved, the workflow moves from creation to activation.
Adobe GenStudio prepares and activates channel-ready creative across Google Ads, Meta, LinkedIn, and TikTok, allowing campaigns to move seamlessly from approval to launch.
At campaign setup, marketers configure each advertising platform by defining the campaign objective, audience targeting, budget, and conversion goal. Once live, each platform’s built-in AI continuously optimises campaign delivery towards those objectives. Google Performance Max refines audience signals, bidding, placements, and creative combinations across Google’s advertising inventory. Meta Advantage+ continuously optimises audiences, creative variations, placements, and budget allocation, while LinkedIn Campaign Manager and TikTok Ads Manager apply AI to optimise targeting, bidding, and campaign delivery.
Rather than continually managing campaigns manually, marketers can rely on platform AI to monitor performance, optimise delivery, and present the most relevant creative to audiences most likely to achieve the campaign objective and conversion goal. This allows campaigns to adapt continuously while marketers focus on strategy, creative refinement, and business outcomes.
Where AI Reduces Effort
- Campaign setup across multiple advertising platforms.
- Managing bids, budgets, and audience targeting.
- Testing creative, audiences, and placements.
- Monitoring campaign performance.
- Ongoing campaign optimisation across channels.
Operational Gains
- Faster omnichannel campaign activation.
- Continuous AI-driven optimisation.
- More efficient advertising spend.
- Improved campaign performance.
- More time for strategic marketing and creative innovation.
Convert: Turn Interest into Action
Campaign activation creates awareness. The next stage is turning that interest into measurable business outcomes.
Rather than directing visitors to a generic homepage, campaign traffic is sent to a dedicated landing page designed around a single campaign objective – in this example, booking a premium eyewear styling consultation.
Because the landing page is campaign-specific, the AI website assistant is too. Acting as a 24/7 digital assistant, it answers questions about the promotion, recommends suitable products, and guides visitors towards the next best action, whether that’s booking an appointment, submitting an enquiry, or requesting a callback.
Where online booking is available, the assistant directs visitors straight to the booking system. It also captures behavioural insights, including visitor questions, common enquiry themes, and conversion pathways, helping marketers understand how visitors engage with the campaign and identifying opportunities to improve future performance.
Where AI Reduces Effort
- Responding to repetitive campaign enquiries.
- Providing support outside business hours.
- Guiding visitors to the most appropriate service.
- Qualifying prospective patients.
- Capturing enquiries and callback requests.
Operational Gains
- Higher conversion rates.
- A more seamless customer journey.
- Faster response times.
- More qualified enquiries.
- Richer behavioural insights for ongoing optimisation.
Learn: Measure, Analyse, and Optimise
Adobe GenStudio Insights brings together creative performance, advertising results, and available conversion insights into a single view, helping marketers understand what is performing best across connected campaigns. Rather than reviewing results separately within Google Ads, Meta, LinkedIn and TikTok, marketers can compare performance across channels while identifying which creative attributes – such as headlines, imagery, calls-to-action and messaging – are driving the strongest engagement.
When combined with website analytics and booking or enquiry data, these insights provide a clearer understanding of how campaign performance translates into measurable business outcomes. The result is a continuous feedback loop that enables marketers to optimise live campaigns and apply successful creative, messaging, and channel strategies to future campaigns.
Challenges Reduced By AI
- Consolidating campaign performance across multiple platforms.
- Manual campaign reporting.
- Guesswork in creative and channel optimisation.
- Identifying optimisation opportunities.
- Repeating campaigns without applying previous learnings.
Operational Gains
- A unified view of campaign performance.
- Cross-channel visibility in a single dashboard.
- Evidence-based marketing decisions.
- Continuous optimisation throughout the campaign lifecycle.
- Campaign learnings that strengthen future campaigns
Repeat: Apply the Learning
The campaign may change. However, the underlying workflow architecture will remain the same.
Whether your next objective is promoting children’s eye examinations, contact lenses, dry eye services, or another premium eyewear collection, the same workflow can be applied by defining a new objective and adapting the creative, landing page, AI website assistant, and conversion goal to suit the campaign.
Each campaign generates valuable creative and performance insights that help practices understand what worked, what didn’t, and where opportunities exist to improve. Combined with approved brand assets, governance controls, and reusable campaign foundations, these insights create a stronger starting point for future campaigns, reducing repetitive effort, improving campaign performance, and supporting continuous optimisation.
The real value lies in connected marketing workflows that combine human expertise with AI to deliver campaigns more efficiently, optimise performance continuously, and improve business outcomes over time.
Figure 1. The AI marketing workflow.
Carly McClen specialises in marketing operations, marketing technology, and AI-enabled workflows, to help organisations improve campaign performance. She has extensive experience consulting to eye care businesses and is the Marketing Operations Manager at Medical Indemnity Protection Society.
AI was used to assist with writing this article.
