Leads arrive without context
Forms, email and direct messages reach different people. Qualification and follow-up depend on who notices the request first.
Agency operations
AI automation for marketing agencies
We connect lead intake, scoping, delivery and reporting so an agency can grow without adding another layer of manual coordination.
Start with one bounded workflow. No automatic actions are added without explicit rules and ownership.
Where work gets stuck
Problems worth fixing before adding another tool
We map the current route, the system of record, exceptions and decision owners before choosing AI, automation or custom code.
Delivery status lives in conversations
Briefs, approvals, assets and release status are spread across chat, documents and project tools, making handoffs slow and difficult to audit.
Reporting is rebuilt every cycle
Teams copy data from advertising, analytics and CRM systems into recurring reports instead of reviewing exceptions and making decisions.
Delivery path
From a real workflow to a controlled system
The smallest useful phase comes first. Each phase produces something reviewable and can stop without committing to a broad rollout.
Map one route
Choose one expensive handoff, identify its owner, inputs, systems and exceptions.
Define controls
Specify what can happen automatically and what needs an explicit human review.
Run a pilot
Connect a limited set of real requests and compare the result with the current process.
Harden and hand over
Add logs, retries, alerts, documentation and a safe manual fallback before wider use.
Expected outcomes
What the team should be able to observe
Qualified intake
Every request receives a source, required context, fit status and a clear owner before it enters the pipeline.
Visible delivery
Milestones, approvals and missing inputs stay in one controlled route with notifications only when a person is needed.
Repeatable reporting
Approved data sources feed a consistent draft that the account owner reviews before sharing with a client.
Typical deliverables
What is handed over
- Current and proposed workflow map with owners and exceptions
- Lead intake, validation and routing connected to the agency CRM
- Approval-aware notifications and delivery status synchronization
- Operational logs, monitoring and recovery instructions
- Source code, configuration notes and team handover
FAQ
Questions before scoping
Can you work with our existing CRM and project tools?
Yes, when the tools provide an API, webhook or another controlled integration path. We validate access and data boundaries before estimating the build.
Will AI send client messages automatically?
Not by default. AI can prepare or classify drafts, while external communication remains behind an explicit approval step unless a narrow, low-risk rule is agreed.
Where should an agency start?
Start with one workflow that repeats often and has a visible owner, such as inbound qualification, asset collection or recurring reporting.
Project fit
Describe one workflow that is slowing the team down
We will identify the data, integrations, exceptions and smallest useful validation before estimating implementation.