Agentic AI for Media Agencies

Media teams are under constant pressure to prove campaign performance, respond to changing results & deliver client insights faster. But when hours go into pulling reports, investigating issues & making routine adjustments, there's less time for strategic work.

Decision Foundry helps media agencies put agentic AI to work across campaign workflows, turning scattered data and repetitive tasks into more time for better decisions.

Contact Us

Or reach us directly at: sales@decisionfoundry.com

The Real Problems Agency Teams Bring to Us

“Our team spends hours every Monday consolidating campaign data and preparing client reports.”
“We identified the budget overrun only after the campaign had ended.”
“Our optimization decisions rely too heavily on the experience of a few senior traders.”
“Clients expect actionable insights, but our analysts are tied up preparing presentations.”
“Every new client adds more platforms, reporting requirements, and manual work to our team's workload.”

AI Agents Built for Media Agency Workflows

From campaign delivery to client reporting, these agents help media agencies manage complex workflows, surface actionable insights, and scale operations across client accounts.

1

Client Reporting Agent

Turn campaign data into clear client insights with MemoSight Insights. Consolidate performance metrics, identify trends, and create actionable reports.

  • Consolidates campaign data
  • Generates performance summaries
  • Highlights trends and anomalies
2

Campaign Optimization Agent

Use MIX-IQ to analyze media performance, understand channel contributions, and identify opportunities to improve campaign effectiveness and budget allocation.

  • Analyzes channel performance
  • Evaluates media mix
  • Supports optimization decisions
3

Media Spend Management Agent

Track media spend against planned budgets with the Campaign Spend Optimizer. Identify pacing issues, flag potential overspending, and address delivery gaps.

  • Monitors budget pacing
  • Flags delivery gaps
  • Identifies overspending risks
4

Campaign Taxonomy Agent

Use CampTag to maintain consistent campaign naming across platforms. Identify tagging issues and standardize campaign labels for more reliable reporting.

  • Applies naming conventions
  • Flags inconsistent tags
  • Improves reporting consistency
5

Case Study Creation Agent

Turn successful projects into compelling case studies with RapidCase. Organize project details and create structured drafts with less manual effort.

  • Organizes project information
  • Structures case study content
  • Generates polished drafts
6

Sales and Pitch Agent

Support agency sales teams with PitchPal. Access relevant solution and pricing insights to prepare client proposals and strengthen pitch conversations.

  • Surfaces relevant solutions
  • Provides pricing insights
  • Supports proposal preparation
7

Agency Modernization Agent

Use Quikstack to modernize agency technology infrastructure, identify improvement opportunities, and build scalable cloud environments that support AI adoption.

  • Assesses technology stacks
  • Identifies modernization opportunities
  • Supports AI-ready infrastructure

Built for Every Kind of Agency

We work with media holding companies, independent and performance agencies, specialist agencies in regulated sectors such as healthcare and financial services, and in-house media teams at brands. For holdcos, agents run on a shared foundation with strict data isolation between agencies and clients.

How We Deploy Agents in Your Agency

  1. 1

    Workflow Discovery.

    We shadow your reporting, trading, and pacing routines to find where hours go and which decisions follow clear rules.

  2. 2

    Data Readiness Audit.

    We check connectors, taxonomy, and KPI definitions, and tell you honestly whether your data is agent-ready.

  3. 3

    Guardrail Design.

    Together we set spend limits, approval thresholds, client-specific rules, and escalation paths before any agent can act.

  4. 4

    Proof of Value.

    One focused agent runs alongside your team on live accounts, typically within 6 to 10 weeks, so you can compare its output with your current process.

  5. 5

    Production Rollout.

    We extend the agent across clients and platforms, connect it to your existing tools, and train the people who will supervise it.

  6. 6

    Monitor & Improve.

    Agent tracing, cost tracking, and drift detection keep performance visible, with regular reviews as your client mix changes.

Why Decision Foundry For Agentic AI

Media Expertise That Runs Deep

Our team brings together Salesforce Marketing Champions, Tableau Zen Masters, and Marketing Cloud Intelligence (Datorama) specialists to address the data and operational challenges media agencies face.

AI Products Already in Production

We build on proven Decision Foundry products, including MemoSight, CampTag, MIX-IQ, and Campaign Spend Optimizer, designed to address real marketing data, reporting, and campaign management needs.

Platform-Agnostic by Design

We work with Salesforce Agentforce, Azure AI Foundry, Anthropic Claude, OpenAI, and open-source frameworks, with expertise across Databricks and Snowflake. This lets us align the technology stack with your data, workflows, and business needs.

Human Oversight Built In

Our approach includes guardrails, audit trails, and escalation paths. Agents operate within defined permissions, with budget-related actions restricted to limits approved by your team.

Security and Governance at the Core

We bring two decades of data engineering experience to building on clean, governed data. Our approach supports role-based access, client-level data isolation, and GDPR-related requirements, with SOC 2 compliance where applicable.

Ready to Put Agentic AI to Work in Your Media Agency?

From campaign monitoring to client reporting, Decision Foundry helps you identify the right AI opportunities and turn them into practical workflows that scale with your agency.

Talk to Decision Foundry

Frequently Asked Questions

Will agents change live campaigns without our approval?

Only within the permissions you define. You decide which actions agents can execute automatically, which require human approval, and what spending limits they must follow. This helps your team automate routine tasks while retaining control.

How can media agencies measure the ROI of agentic AI?

Media agencies can evaluate ROI by tracking improvements in reporting efficiency, time saved, campaign response times, budget pacing, and team productivity. Read our article on measuring the ROI of agentic AI to explore how to assess business value.

Which platforms can the agents work with?

AI agents can be integrated with advertising platforms such as Google Ads, Meta, and LinkedIn, as well as analytics tools, CRM systems, and data warehouses. The available integrations depend on your technology stack and data access requirements.

Do we need Marketing Cloud Intelligence or Salesforce first?

No. You can build agentic AI workflows around your existing technology stack, including Marketing Cloud Intelligence, Salesforce, Snowflake, or Databricks, depending on your requirements. Decision Foundry can assess your current infrastructure and recommend a practical starting point without requiring you to adopt an entirely new platform.

How is client data kept separate?

Client data can be protected through client-level data isolation, role-based access controls, and clearly defined agent permissions. These controls help ensure agents access only the information needed for their assigned tasks.

How quickly can we see results?

A focused proof of value typically takes 6 to 10 weeks, depending on the workflow, data readiness, and integration requirements. By testing with live accounts and agreed success metrics, your team can evaluate outcomes such as reporting time saved, improved budget pacing, and reduced manual effort before expanding to additional workflows or clients.