Detect the signal
The agent watches approved inbound channels for a new enquiry, a return visit, or another meaningful buying signal.
Representative case study · Agent systems
Give the work
a capable owner.
Two examples of how a well-designed agent can own a meaningful business role while keeping people in control of judgment, relationships, and risk.
Scope Sales + marketingMode Assist → actControl Human governed
The situation
Good leads arrive.
Follow-up falls between the cracks.
Enquiries enter through forms, email, referrals, and campaigns. Context lives in different tools. Reps spend time researching and updating records, while promising conversations wait.
AGENT MANDATE
Keep every credible opportunity moving until a human conversation will create more value than another automated step.
Build the context
It brings together the account, role, prior conversations, product fit, and relevant sales guidance before responding.
Move the conversation
It answers routine questions, asks consistent qualifying questions, follows up, and keeps the opportunity from going quiet.
Hand off with judgment
When interest, complexity, or risk crosses a defined threshold, it routes the lead to a person with a clean brief and recommended next step.
Human control
Autonomy has a boundary.
Your team defines what the agent may answer, what requires approval, when sentiment or deal value triggers escalation, and which actions are always reserved for a person.
WHAT CHANGES
Sellers begin with context instead of admin. Prospects get a consistent response. The CRM becomes a useful record of decisions, not a backlog of data entry.
The situation
The plan is clear.
Execution becomes fragmented.
Briefs, content, audiences, approvals, launch dates, and performance data scatter across tools. Teams spend the week coordinating the campaign and too little time learning from it.
AGENT MANDATE
Maintain one live view of the campaign, keep approved work moving, and surface the few decisions that deserve human attention.
Translate the brief
The agent turns an approved objective into audiences, channels, milestones, asset needs, and measurable decision points.
Coordinate delivery
It tracks dependencies, prepares channel-ready variants, keeps owners informed, and moves approved work through the schedule.
Read the response
It monitors agreed performance signals, flags anomalies, and connects what is happening across channels instead of reporting each one in isolation.
Recommend the next move
It proposes a focused test, budget shift, or creative adjustment—then waits for the right approval before anything consequential changes.
Human control
Strategy stays human.
People approve the brief, brand boundaries, spend, audiences, and material changes. The agent coordinates inside those decisions and makes its reasoning visible when it recommends a shift.
WHAT CHANGES
Campaigns operate from shared context. Routine coordination gets quieter. The team sees performance sooner and has more time for the creative and commercial decisions that move the work forward.
Your workflow will be different
Start with the role.
Design the right agent.
We map the work, define the boundaries, and build the smallest useful system that can earn more responsibility over time.
Discuss an agent system