Do you only work with HubSpot?

HubSpot is our go-to for most teams. But we also work with Salesforce and can connect whatever tools you already use to make them work together.

What tools do you use to build GTM systems?

We build outbound and GTM systems using Clay, Apollo, Smartlead, and Instantly. We connect these directly to your CRM so your prospecting data is always accurate and flows automatically.

How long does a typical setup take?

Usually 4 to 6 weeks. If you have a lot of messy data to move over or need complex automations, it might take up to 8 weeks.

Do you offer ongoing support?

Yes. We offer an ongoing service to manage your systems, build new reports, and make adjustments as your sales process changes.

How is this different from a marketing agency?

We don't do marketing. We don't write content or run ads. We just build the technical systems (CRMs, automations, databases) that your sales team uses to track and close deals.

Dorlent

RevOps & Automation 6 min read

Deploying Deterministic AI Agents for Inbound Lead Qualification and CRM Enrichment

How to combine LLM-powered context analysis with deterministic logic gates to research incoming website signups, score ICP fit, and draft personalized AE briefings.

Written by Dorlent Systems Team (AI & Automations) • Published June 22, 2026

Pure LLM chatbots often hallucinate, while rigid rule-based forms provide poor user experiences. The modern solution is a hybrid: deterministic workflows for routing and validation, augmented with AI agents for unstructured web research.

Always log LLM prompt tokens and validation confidence scores in dedicated CRM debugging properties for easy auditability.

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GTM Engineering vs. RevOps: What Modern B2B Teams Actually Need — RevOps maintains the status quo; GTM Engineering builds programmable revenue pipelines. Why modern h...