AI agents for
Marketing Automation Platforms
Secure. Governed. Production-ready.
Make your MAP do more without giving your team more to manage
Most marketing teams are being told to “use AI”. Very few have worked out how to use it safely inside the platforms where the real work happens.
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That is where Sojourn comes in.
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We help Marketing Operations teams connect AI into their marketing automation platform, so they can speed up campaign build, improve QA, fix broken workflows and orchestrate smarter activity across the wider revenue stack.
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Not another shiny AI tool. Not another dashboard. Practical AI, built around your MAP, with human approval before anything irreversible happens.​
Three ways to bring AI into your MAP
Every team is at a different stage. Some need a safe first step. Some have one painful workflow that should have been automated years ago. Others are ready to connect AI across their MAP, CRM, intent data and sales activity.
Sojourn helps you start at the right level.
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Entry: MAP AI assist
For teams that want to save time on the things they already do every week.
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We connect AI into your marketing automation platform, configure the right access, build a practical prompt library and design campaign build and QA workflows around your existing process.
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Your team can use AI to draft emails, support campaign build, run QA checks and improve documentation, while approvals still happen inside your MAP before anything goes live.
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Best fit when campaign builds take too long, QA is manual or inconsistent, native AI features have underwhelmed, email drafting creates bottlenecks, or campaign documentation is patchy, stale or missing.
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Typical setup: Live in around two weeks
Indicative investment: One-time setup from $5,500, plus monthly support
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Mid: Bespoke AI agents for your MAP
For teams with one specific pain point that needs fixing properly.
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This is where we build a focused AI agent around a defined workflow inside your marketing automation platform. It could enrich missing segmentation data, support deliverability monitoring, review scoring performance or tackle another process your team is still handling manually because “that’s just how we do it”.
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Each agent is scoped, governed and delivered around your environment. Human approval gates and audit logs are built in, because “the AI did it” is not a governance strategy. It is a future incident report.
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Example use cases include:
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Contact enrichment agent
Researches email domains, infers useful segmentation values and prepares updates for approval before writing back to your MAP.
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Deliverability monitoring
Proactive monitoring across reputation, authentication and inbox placement, supported by dashboards and regular review.
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Scoring review agent
Compares scoring logic against recent CRM outcomes and recommends updates for MOps sign-off.
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Indicative investment: From $5K per agent
Typical delivery: One to four weeks depending on scope
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Advanced: Agent orchestration across your entire stack
For teams ready to connect their MAP activity to the wider revenue engine.
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Advanced orchestration links multiple agents across your marketing automation platform, CRM, intent data, content and sales workflows. The goal is not just to automate one task. It is to move from signal to action faster, with governance at every step.
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Example orchestration opportunities include:
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Buying signal to personalized MAP email
Intent data from platforms like Demandbase, 6sense or Bombora triggers a governed workflow that identifies buying roles, assesses journey stage, drafts relevant sequences and prepares them for MOps approval.
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Buying committee coverage and MAP enrolment
CRM identifies accounts with weak contact coverage, enrichment finds the likely buying group, and your MAP tags, routes and enrols contacts into the right nurture journey.
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MAP engagement signal to sales action
An engagement agent detects meaningful behaviour, a context agent reviews CRM and campaign history, and a sales enablement agent drafts a timely follow-up for the rep to send.
Indicative investment: Typically $15K to $40K+
Typical delivery: Six to twelve weeks depending on the pipeline
Let's build it right...
Built for control, not chaos
The point of AI in Marketing Operations is not to let agents run wild through your database like raccoons in a pantry.
Every Sojourn AI engagement is designed around governance, approval and operational safety.
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That means clear permissions, least-privilege access, documented workflows, human approval before irreversible actions, audit logs where needed and ongoing refinement as your use cases develop.
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AI should make your team faster. It should not make your risk profile more “interesting”.
Where should you start?
Start with MAP AI Assist if your campaign build, email QA or copy workflow is eating time every week.
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Start with a bespoke AI agent if you can name one specific workflow that is broken, manual or impossible to scale.
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Start with agent orchestration if you want to connect intent data, buying groups, CRM activity, MAP engagement and sales follow-up into one governed workflow.
Ready to make your MAP work harder?
If your team is already talking about AI but still building campaigns, checking QA and managing data the old way, this is the gap to close.
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Sojourn can help you identify the right starting point, scope the opportunity and build something practical inside your marketing automation environment.
Governance and Guardrails built in.
Enterprise Al must be trustworthy, controllable and auditable.
Every deployment includes the governance layer that keeps your data, brand and customers safe.
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All our agents are governed by strict security perimeters, audit logging, and a human-in-the-loop approval layer 🔒
