Integrated In Your Stack
Custom-Built
Made For Scale
AI Agents
We design and deploy custom AI agents that execute, optimize, and scale your marketing operations, without adding tools or headcount.



Overview
What Are AI Agents and What is Their Role in Marketing?
Overview
What Are AI Agents and What is Their Role in Marketing?
AI agents are autonomous software systems designed to achieve a goal.
Unlike traditional automations that follow a rigid A → B script, AI agents can interpret inputs, make decisions, and choose the next best action based on context.
Instead of blindly moving data from one place to another, an AI agent can notice when something doesn’t look right, pause the process, request human input, and then resume work with that feedback. It is given an objective and a set of tools, and figures out how to reach the outcome on its own.
Benefits
What Are the Benefits for a Commercial Team
Benefits
What Are the Benefits for a Commercial Team
01.
Faster Decision-Making
01.
Faster Decision-Making
02.
Less Manual Work, More Strategic Focus
02.
Less Manual Work, More Strategic Focus
03.
Continuous Progress
03.
Continuous Progress
04.
Scale Through Systems
04.
Scale Through Systems
Overview
What Are AI Agents and What is Their Role in Marketing?
AI agents are autonomous software systems designed to achieve a goal.
Unlike traditional automations that follow a rigid A → B script, AI agents can interpret inputs, make decisions, and choose the next best action based on context.
Instead of blindly moving data from one place to another, an AI agent can notice when something doesn’t look right, pause the process, request human input, and then resume work with that feedback. It is given an objective and a set of tools, and figures out how to reach the outcome on its own.
Benefits
What Are the Benefits for a Commercial Team
01.
Faster Decision-Making
02.
Less Manual Work, More Strategic Focus
03.
Continuous Progress
04.
Scale Through Systems
AI Agents Use Cases in Marketing
AI Agents Use Cases in Marketing
SEO & Content Agents
Content agents support teams by drafting first versions of content based on strategic inputs, performance data, and brand guidelines.
SEO & Content
Automate metadata generation, content updates, and discover new keyword opportunities with AI-driven insights.
Lead Engagement Agents
Evaluate incoming leads in real time, enrich them with external data, and decide the appropriate next step (research, outreach, or escalation).
Lead Engagement Agents
Evaluate incoming leads in real time, enrich them with external data, and decide the appropriate next step (research, outreach, or escalation).
Customer Journey Agents
Journey agents observe user behavior across touchpoints and adapt messaging accordingly, rather than relying on fixed journey maps.
Customer Journey Agents
Journey agents observe user behavior across touchpoints and adapt messaging accordingly, rather than relying on fixed journey maps.
Reporting & Insight Agents
These agents consolidate data from multiple platforms, interpret performance trends, and surface actionable insights the team can act upon.
Reporting & Insight Agents
These agents consolidate data from multiple platforms, interpret performance trends, and surface actionable insights the team can act upon.
AI Agents Use Cases in Marketing
SEO & Content Agents
Content agents support teams by drafting first versions of content based on strategic inputs, performance data, and brand guidelines.
Lead Engagement Agents
Evaluate incoming leads in real time, enrich them with external data, and decide the appropriate next step (research, outreach, or escalation).
Customer Journey Agents
Journey agents observe user behavior across touchpoints and adapt messaging accordingly, rather than relying on fixed journey maps.
Reporting & Insight Agents
These agents consolidate data from multiple platforms, interpret performance trends, and surface actionable insights the team can act upon.
How We Work
How We Build AI Agents
At Lumina Studio, we don’t just propose another tool. We design custom AI agents aligned with your strategy, your audience, and the realities of your data and internal workflows.
How We Work
How We Build AI Agents
At Lumina Studio, we don’t just propose another tool. We design custom AI agents aligned with your strategy, your audience, and the realities of your data and internal workflows.
How We Work
How We Build AI Agents
At Lumina Studio, we don’t just propose another tool. We design custom AI agents aligned with your strategy, your audience, and the realities of your data and internal workflows.
01
Step
01
Discovery & Goal Mapping
We begin by understanding your business objectives, current operating model, and where work slows down or breaks. This ensures each agent is designed around measurable outcomes, not generic capabilities.
01
Step
01
Discovery & Goal Mapping
We begin by understanding your business objectives, current operating model, and where work slows down or breaks. This ensures each agent is designed around measurable outcomes, not generic capabilities.
Step
01
Discovery & Goal Mapping
We begin by understanding your business objectives, current operating model, and where work slows down or breaks. This ensures each agent is designed around measurable outcomes, not generic capabilities.
02
Step
02
Agent Blueprinting
Agents are embedded into your existing stack: CRM, email, analytics, content, and internal tools. They are trained on your data, brand guidelines, and operational context to ensure relevance and consistency.
02
Step
02
Agent Blueprinting
Agents are embedded into your existing stack: CRM, email, analytics, content, and internal tools. They are trained on your data, brand guidelines, and operational context to ensure relevance and consistency.
Step
02
Agent Blueprinting
Agents are embedded into your existing stack: CRM, email, analytics, content, and internal tools. They are trained on your data, brand guidelines, and operational context to ensure relevance and consistency.
03
Step
03
Integration & Training
You’ll receive a tailored proposal and a live demo of your first automation — built around your digital marketing & strategy goals. Test it first for free, keep it only if it fits your need.
03
Step
03
Integration & Training
You’ll receive a tailored proposal and a live demo of your first automation — built around your digital marketing & strategy goals. Test it first for free, keep it only if it fits your need.
Step
03
Integration & Training
You’ll receive a tailored proposal and a live demo of your first automation — built around your digital marketing & strategy goals. Test it first for free, keep it only if it fits your need.
04
Step
04
Testing & Deployment
Before launch, we simulate real-world scenarios to validate decisions, edge cases, and failure modes. This phase ensures agents behave predictably, safely, and in line with your governance requirements.
04
Step
04
Testing & Deployment
Before launch, we simulate real-world scenarios to validate decisions, edge cases, and failure modes. This phase ensures agents behave predictably, safely, and in line with your governance requirements.
Step
04
Testing & Deployment
Before launch, we simulate real-world scenarios to validate decisions, edge cases, and failure modes. This phase ensures agents behave predictably, safely, and in line with your governance requirements.
05
Step
05
Optimization & Iteration
Post-deployment, agents are continuously reviewed and refined based on performance and feedback. As your strategy evolves, agents are adjusted to support new priorities, channels, and growth targets.
05
Step
05
Optimization & Iteration
Post-deployment, agents are continuously reviewed and refined based on performance and feedback. As your strategy evolves, agents are adjusted to support new priorities, channels, and growth targets.
Step
05
Optimization & Iteration
Post-deployment, agents are continuously reviewed and refined based on performance and feedback. As your strategy evolves, agents are adjusted to support new priorities, channels, and growth targets.
Why Now
Measurable Impact of AI Agents
Some of the results our clients see are:

10+
hours saved/week
per team member

10+
hours saved/week
per team member
30%
faster campaign & content turnaround
Meaning earlier launches & larger output without increase headcount

Quality
Agility
Reliability
Executive Visibility
Greater Scalability
Better Pipeline Quality
Lower Cognitive Load
Less Bottlenecks
Fewer Handovers
Consistent Execution
Clear Communication

Quality
Agility
Reliability
Executive Visibility
Greater Scalability
Better Pipeline Quality
Lower Cognitive Load
Less Bottlenecks
Fewer Handovers
Consistent Execution
Clear Communication
+20%
in lead quality indicators
Comparison
Traditional Marketing Ops vs. AI Agents
Rethinking Marketing Operations with AI Agents
Traditional Operations
Work progresses in handoffs between roles and teams
Decisions require manual review at each step
Teams pause when inputs are incomplete or unclear
Scaling means adding people and coordination
Context and knowledge live in scattered documents
Reporting is periodic and manual
Work progresses continuously through AI-supported execution
First-level decisions are handled by agents, with human oversight
Insights are generated continuously and surfaced proactively
Context is embedded directly into systems and workflows
Scaling happens through systems, not headcount

AI Agents-Enabled Team
Why Now
Measurable Impact of AI Agents
Some of the results our clients see are:

10+
hours saved/week
per team member
30%
faster campaign & content turnaround
Meaning earlier launches & larger output without increase headcount

Quality
Agility
Reliability
Executive Visibility
Greater Scalability
Better Pipeline Quality
Lower Cognitive Load
Less Bottlenecks
Fewer Handovers
Consistent Execution
Clear Communication
+20%
in lead quality indicators
Comparison
Traditional Marketing Ops vs. AI Agents
Rethinking Marketing Operations with AI Agents
Traditional Operations
Work progresses in handoffs between roles and teams
Decisions require manual review at each step
Teams pause when inputs are incomplete or unclear
Scaling means adding people and coordination
Context and knowledge live in scattered documents
Reporting is periodic and manual
Work progresses continuously through AI-supported execution
First-level decisions are handled by agents, with human oversight
Insights are generated continuously and surfaced proactively
Context is embedded directly into systems and workflows
Scaling happens through systems, not headcount

AI Agents-Enabled Team
Meet our AI Agents Engineers

Anna &
Martin
We operate at the intersection of marketing and intelligent systems.
Our AI agents are the engine behind how work gets done: supporting decisions, driving execution, and delivering measurable outcomes that scale with your team.
Meet our AI Agents Engineers

Anna &
Martin
We operate at the intersection of marketing and intelligent systems.
Our AI agents are the engine behind how work gets done: supporting decisions, driving execution, and delivering measurable outcomes that scale with your team.
Case Studies
AI Agents for Marketing Case Studies
Outcome-driven strategies, executed by AI agents, with measurable impact.
Case Studies
AI Agents for Marketing Case Studies
Outcome-driven strategies, executed by AI agents, with measurable impact.
Case Studies
AI Agents for Marketing Case Studies
Outcome-driven strategies, executed by AI agents, with measurable impact.
Frequently Asked Questions
AI Agents for Marketing FAQs
Frequently Asked Questions
AI Agents for Marketing FAQs
How long does it take to deploy an AI agent?
How long does it take to deploy an AI agent?
Will AI agents replace my marketing team?
Will AI agents replace my marketing team?
How is this different from automation or AI tools we already use?
How is this different from automation or AI tools we already use?
Who is responsible for decisions made by the agents?
Who is responsible for decisions made by the agents?
Do we need new software?
Do we need new software?
Is our data safe and compliant?
Is our data safe and compliant?
How do you ensure brand consistency and quality?
How do you ensure brand consistency and quality?
Frequently Asked Questions
AI Agents for Marketing FAQs
How long does it take to deploy an AI agent?
Will AI agents replace my marketing team?
How is this different from automation or AI tools we already use?
Who is responsible for decisions made by the agents?
Do we need new software?
Is our data safe and compliant?
How do you ensure brand consistency and quality?
See the Impact of AI Agents
AI agents designed to scale marketing operations without added complexity.


