Launch architecture
Define channels, audience segments, offer hierarchy, campaign naming, budget groups, and approval flow.
Services
AI agents execute. Humans still lead.
Metadata services are for teams that want expert onboarding, campaign architecture, creative strategy, integration setup, and operating cadence while AI agents take on repetitive execution.
Rollout support
Human experts set the operating rhythm while agents absorb execution.
Services help teams launch the first workflows, connect the stack, define approvals, and turn customer proof into repeatable creative tests.
Launch planIntegration setupCreative systemOperating cadence
The humans behind your rollout.
Former operators and specialists who set the strategy, connect your stack, and keep the AI agents pointed at pipeline.
Where services help.
Services should accelerate adoption and strategic quality, not become a permanent manual dependency.
Creative and messaging
Translate customer proof, category pain, objections, and offers into testable creative systems.
Data and integrations
Connect CRM, MAP, ad channels, intent sources, website audiences, Slack alerts, and reporting context.
Operating cadence
Set review meetings, optimization thresholds, escalation paths, and executive reporting rhythm.
Team enablement
Train marketing operators on the LLM-first interface, SaaS review surface, and agent handoffs.
MCP rollout
Help technical teams connect Claude Code, Hermes, OpenClaw, or internal agents to Metadata MCP.
Where services should make the rollout stronger.
1
Define the first operating lane
Pick the campaign workflow agents should own first, then document where strategy, creative judgment, approvals, and budget decisions stay human.
2
Turn proof into creative inputs
Use public customer stories, product capabilities, objections, offers, and brand guidance to create reusable creative systems.
3
Connect the revenue stack
Services should help CRM, MAP, ad channels, intent sources, reporting, Slack, and approval paths work as one campaign layer.
4
Train by role
Executives need the decision view, operators need the review surface, RevOps needs attribution context, and developers need MCP control.
5
Exit manual dependency
The engagement should leave the team with agent workflows, approval cadence, dashboards, and documentation they can operate without permanent services.
"Metadata has been a gamechanger for us. It has saved countless hours by centralizing our campaigns across multiple platforms and connecting to all our internal systems."
Kim StorinCMO, Zoom
Frequently asked questions
What do Metadata's services include?
Launch architecture, integration setup, a creative system, and an operating cadence - human experts help you launch the first workflows, connect your stack, and turn customer proof into repeatable tests.
Who delivers the services?
Former operators and specialists on the Metadata team.
Do I need services to use Metadata?
No. The platform and agents run on their own; services accelerate rollout and set the operating rhythm.