System of insight vs system of action: how to operationalize intent data into pipeline

Most revenue teams bought intent tools expecting them to drive outbound. What they got instead was a dashboard showing which accounts are 'in-market' and a manual gap between that insight and actually reaching someone.

The architecture that actually works: insight tools produce signals, execution happens in your sales engagement platform, and an AI command center sits between them to turn signals into prioritized contacts with drafted, personalized outreach ready to send.

What's the difference between systems of insight and systems of action?

Systems of insight tell you what's happening. Systems of action make something happen in response.

Intent platforms like 6sense are systems of insight. They monitor buying signals across accounts and surface which companies are researching your category. That's valuable intelligence, but it stops at the account level.

Sales engagement platforms (Outreach, Salesloft, HubSpot Sales Hub) are systems of action. They execute sequences, track engagement, and manage follow-ups. But they don't know who to target or what to say.

UserGems is the layer that connects the two. Here's what that architecture looks like:

• Data Agents monitor signals continuously: intent spikes at the account and contact level, tech stack shifts, M&A activity, funding rounds, news mentions, and your first-party CRM and engagement data.
• Intelligence Agents score each contact against your specific closed-won profile, prioritize them based on signal strength and fit, and draft personalized outreach that references the signal and the contact's role.
• Automatic enrollment pushes the contact and drafted message directly into your sales engagement platform, where reps review and send without leaving their existing workflow.

Why do intent tools stall after showing 'in-market' accounts?

Intent tools stall because they were built to support advertising and ABM campaigns, where the unit of action is the account. It falls apart when your next step is 'have a conversation.'

When a rep gets an alert that an account is showing intent, they immediately need to answer three questions:

• Which person at that account should I reach?
• What should I say to them specifically?
• How do I get this into my workflow without spending an hour on research?

Most intent platforms don't answer any of those questions. UserGems solves both problems by working at the contact level from the start, including contact-level signals, automatic contact research, custom scoring, drafted outreach, and direct enrollment into your sales engagement platform.

How do i connect intent to outbound sequences automatically?

The automatic version requires three things working together: signal detection, contact intelligence, and direct integration with your sales engagement platform.

Step 1: signal detection

Data Agents monitor intent signals continuously, both from native tracking and from third-party providers you already use. When a signal fires, we capture it at both the account and contact level.

Step 2: contact research and scoring

Once the signal fires, Data Agents research the contact automatically. Then Intelligence Agents score the contact against your custom AI model built specifically from your historical closed-won data.

Step 3: personalized outreach

Gem-E drafts the email, call script, or LinkedIn message. The outreach opens with the signal, references the contact's role and company, and connects that context to a relevant outcome.

Step 4: automatic enrollment

The contact and drafted message flow directly into your sales engagement platform where reps see the contact in their queue with full context: the signal that triggered the outreach, the score, the drafted message, and the contact's history.

Teams running this model see 6-20% reply rates from outbound sequences compared to the industry average of 1-2%.

What should live between CRM and sales engagement platforms?

Your CRM holds the data. Your sales engagement platform executes the sequences. What's missing is the intelligence layer that decides who to target, when to reach them, and what to say. That layer needs to:

• Ingest signals from multiple sources.
• Score and prioritize contacts against your specific closed-won profile.
• Personalize outreach at scale.
• Push directly into your sales engagement platform.

UserGems is built specifically to be that intelligence layer. Your CRM stays the system of record. Your sales engagement platform stays the execution engine. UserGems becomes the brain that connects them, turning raw data into prioritized action.

Do i need to replace my SEP to operationalize intent?

No. Your sales engagement platform is the execution engine. UserGems is the intelligence layer that feeds it.

UserGems integrates directly with Outreach, Salesloft, and HubSpot Sales Hub, so contacts and drafted messages flow into the tools your reps already use.

Austin Sandmeyer at Catalyst described the shift: 'It was no more "I'm going to go research this account for the next hour and a half as an SDR and come up with a good email." It is now "this was an amazing email written by a ton of information and I'm going to say yeah, press go." Like it was a night and day light bulb moment.'

Usergems vs 6sense: intelligence layer vs insight platform

6sense is a system of insight built to support advertising and account-based marketing campaigns. Where 6sense stops is where outbound execution begins.

UserGems is the intelligence layer that connects insight to action. We ingest signals from 6sense (or any other intent platform you use), combine them with tech stack shifts, job changes, M&A activity, and your first-party data, then use AI agents to research contacts, score them, draft personalized outreach, and push everything into your sales engagement platform automatically.

You can use 6sense and UserGems together. We ingest 6sense intent data alongside our own signals and third-party sources, then combine everything into one unified scoring model weighted by your specific sales history.

‍