The AI tooling is in your stack. The workflows aren't.
Most teams have already bought AI features. What they're missing is the workflows that put those features to work inside the campaigns and processes they run every day.
You've bought AI features. Are they running?
A feature toggled on in a platform is not a workflow. We build the operational connective tissue that turns AI capability into work your team can run, repeatably, without thinking about it.
Three families of workflow.
Most teams start with the one that hurts most, then connect the rest as the pattern proves out.
Lead routing agents.
AI agents that qualify, score, and route inbound the moment it lands. No queue, no overnight wait, no good lead going cold while it sits.
Content workflows.
Repeatable AI-assisted workflows for briefs, drafts, repurposing, and localization, with the human checkpoints that keep quality where it belongs.
Campaign optimization workflows.
Workflows that watch campaign signals and surface the next move before a human would have looked, so optimization happens in days, not retrospectives.
From one workflow to an embedded team.
- Single
Single workflow stand-up
One workflow, shipped.
We design, build, test, and hand off one prioritized AI workflow inside your existing stack.
Scoped per engagementScope a workflow- Scope: one prioritized, high-impact workflow.
- Build: designed, built, and tested in your platform.
- Handoff: documentation and a team walkthrough.
- Program
Multi-workflow program
A coordinated rollout.
A sequenced program that stands up several connected workflows across your marketing engine.
Scoped per engagementScope a program- Scope: a prioritized roadmap of connected workflows.
- Build: delivered in sequence, with checkpoints.
- Enablement: your team trained to run and extend them.
- Embedded
Embedded team
Practitioners alongside yours.
Demand Spring practitioners embedded with your team to build and operate workflows continuously.
Custom Ongoing engagementRequest a quote- Capacity: senior practitioners working as part of your team.
- Scope: continuous workflow design and optimization.
- Flexibility: priorities shift as your roadmap does.
Inbound was sitting in a queue overnight and campaign QA ate a day per launch. We stood up routing agents and a QA workflow, and gave the team the time back.
The work that used to define our week just stopped being our problem.
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Read the case studyCommon questions.
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Do you work inside our existing platforms?
Yes. We build inside the stack you already run, Marketo, HubSpot, Salesforce Marketing Cloud, Eloqua, or standalone tools, rather than asking you to adopt something new.
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What counts as a workflow?
Anything repeatable: lead routing, content production, campaign QA, reporting, enrichment. If your team does it the same way every week, it is a candidate.
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Who owns the workflow afterward?
You do. Every engagement ends with documentation and a walkthrough so your team can run and extend the workflow without us.
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How do you handle quality and risk?
Every workflow ships with guardrails and human checkpoints sized to the risk. AI does the repetitive work; people stay accountable for the output.