Designing for outbound that compounds on itself

Most agent-driven outbound today doesn’t land. We think a major reason for that is that it’s derived entirely from secondhand context.

Outbound tools today enrich, layer in 1-2 “signals,” then generate messaging that still ends up feeling impersonal. This could be done by anyone, and often is.

Our customers pointed out that the best context to drive their outbound is actually already in their CRM, it just takes a lot of work to put it to use.

To address that, we’ve designed Agentic Pipeline Generation in Lightfield, driven by firsthand context from what’s worked in your business: your won deals, your buyer language, and characteristics associated with deals that progressed through your pipeline.

Here’s a bit on how it works:

Before building lists, your agents will help you build hypotheses starting with your closed won data. What factors were common among the accounts that moved fastest? What pain were they already feeling when you found them? Who actually championed the deal? These feed into list proposals segmented narrowly to include the right audience.

When drafting messages, agents draw from evidence captured in Lightfield. The language this persona used describe their pain, the proof points that resonated, the objections that were cleared. The result is hyper-personalized messaging that feels useful rather than annoying to receive.

With every sequence, reply, and meeting booked, the system compounds with feedback. Historical sequence funnel data associated with their goals, audiences, and messaging get stored directly in your CRM knowledge base.

When you start planning your next outbound push, the system will have a head start knowing what worked.

We work with a lot of early stage teams that are hiring their first SDRs. Like with the rest of the platform, our goal isn’t to replace those people with machinery that sprays messaging autonomously across your TAM. Rather it’s to augment the human judgment on your team with powerful context and workflows that bring hours of manual work into a simple and easy to use environment.

Reach out to our team to add Agentic Pipeline Generation to your account today.