Agentic AI for enterprise marketing

AI that ships your marketing. Governed, measured, in production.

murumbdev builds, runs and teaches agentic AI flows for enterprise marketing teams. Campaigns, localization and content move faster across every market, with human approval, brand control and EU-grade data governance built in.

Book an AI marketing audit See what we automate

Deployed in your cloud EU data residency Human approval on every output

The problem

Your board wants AI results. Your team got a chatbot license.

Most enterprise marketing teams are stuck in the same place. AI is on every roadmap, but very little of it reaches production.

01

Pilots that never ship.

Proofs of concept impress in the demo, then stall in IT, legal or brand review.

02

Licenses nobody uses.

Copilot and Gemini seats are paid for. Adoption is low and ROI is impossible to show.

03

Agency spend on repetitive work.

Adaptations, translations, product copy and social variants still cost weeks and a big share of the budget.

04

Shadow AI.

Your people already use public AI tools, often with data they shouldn't paste there.

The problem isn't the models. It's the missing layer between AI and the way your marketing organization actually works. That layer is what we build.

Build · Run · Teach

One partner from first flow to everyday operations.

Most vendors sell you one piece: a tool, a pilot or a training day. We cover the full loop, so AI keeps working after the kickoff deck is forgotten.

Build

Agentic marketing flows, designed around your process.

We map one high-volume workflow, then build AI agents that research, draft, adapt, check and route work for approval. Flows connect to the systems you already run: CRM, CMS, DAM, analytics and collaboration tools. Integration is part of the build, not an extra project.

OutcomeA working flow in production, with metrics agreed before we start.

Run

We operate your AI flows, so your team doesn't have to.

Models change, prompts drift, brand rules evolve. Our team monitors quality, tunes the flows, adds new markets and use cases, and reports results every month.

OutcomePredictable output and continuous improvement, without hiring an AI team.

Teach

AI skills your marketing team will actually use.

Hands-on programs for marketers, managers and leadership. From safe everyday use of the tools you already license to working alongside agentic flows. Built around your real campaigns, not generic exercises.

OutcomeMeasurable adoption, fewer risky workarounds, and a team that can spot the next flow worth building.

Use cases

What we automate

We start where volume is high, rules are clear and delays are expensive.

Flow What it does What changes for you

01Campaign localization

Turns one master campaign into market and language variants, checks them against local rules, routes for approval

Launch in every market in days, not weeks

02Content supply chain

Brief → draft → brand and legal check → human approval → publish to CMS/DAM

More content, consistent voice, fewer review loops

03Product content at scale

Converts catalog data into descriptions, SEO copy and marketplace listings in many languages

Full catalog coverage without agency backlogs

04Marketing intelligence

Monitors competitors, pricing and trends; delivers weekly briefs to leadership

Decisions on current signals, not last quarter's report

05Performance reporting

Pulls cross-channel data and writes insight summaries with recommendations

Hours of reporting turned into a ready-to-read brief

06Brand & playbook assistant

Your guidelines and campaign playbooks as an agent every marketer can ask

Fewer "is this on brand?" emails, faster onboarding

Don't see your workflow? Tell us about it. The audit is built to find the flow worth automating first.

Governance & security

Built to pass your IT, legal and brand review.

Enterprise AI fails at the approval stage more often than at the technology stage. We design for your review process from day one.

Download our security & governance overview

  • Your cloud, your data.

    Flows can run inside your Azure, AWS or Google Cloud environment, with EU data residency.

  • No training on your data.

    We use enterprise model agreements where your inputs and outputs are not used to train models.

  • Human in the loop.

    Every external-facing output passes an approval step you define. Nothing publishes on its own.

  • Brand and compliance checks.

    Dedicated review agents check tone, claims, legal terms and market rules before a human sees the draft.

  • Full audit trail.

    Every draft, edit and approval is logged: who, what, when and which model.

  • GDPR and EU AI Act aware.

    We document each flow's data use and risk level so your DPO and legal team have what they need.

  • Works with what you licensed.

    We build on Microsoft, Google, Salesforce and Adobe ecosystems instead of adding another platform to manage.

How we work

Start small. Prove it. Then scale.

No year-long transformation program before you see results. Each step is fixed in scope and ends with a clear decision point.

  1. 01

    AI Marketing Audit 3–6 weeks

    We work with your marketing, IT and legal leads to map workflows, score them on impact and effort, and deliver a prioritized flow roadmap with business cases.

  2. 02

    Pilot 2–4 months

    One flow, one team or market, success metrics agreed upfront. Built in your environment, reviewed by your governance.

  3. 03

    Scale-out

    Roll the proven flow across brands and markets, and add the next flows from the roadmap.

  4. 04

    Run

    We operate, monitor and improve your flows, with monthly reporting on output, quality and savings.

  5. 05

    Enablement

    Training cohorts so your team works confidently with AI and keeps finding new opportunities.

Every pilot has exit criteria. If it doesn't hit the agreed metrics, you're not locked into anything.

Who it's for

Built for the people who carry the AI mandate.

CMOs and Chief Digital Officers

Show measurable AI results to the board, not another pilot.

Marketing Operations leads

Get flows that fit your stack and approval chains.

AI Centers of Excellence

Deliver marketing use cases inside your governance framework.

HR and L&D

Upskill marketing teams with programs tied to real work.

Partners

Your AI marketing delivery partner.

Consultancies and agencies: your clients are asking for agentic AI in marketing. We deliver it under your brand or alongside your team, from audit to Run.

Talk partnerships

FAQ

No. We automate repetitive production so your agencies and team focus on strategy and creative work.

No. We build on the platforms and model providers you already use or approve, and you own the flows we build.

Where you decide. We can deploy inside your cloud with EU data residency and enterprise model agreements.

We don't sell design. Integration and engineering are included where a flow needs them.

An audit can usually begin within a few weeks of signing, depending on your onboarding process.

Pilots have agreed metrics and exit criteria. You decide whether to scale based on results.

Find the first flow worth automating.

In a 45-minute call we'll look at your marketing workflows and tell you honestly where AI can deliver, and where it can't yet.

Book an AI marketing audit