Your sales team has data everywhere. CRM records. Marketing databases. Contact lists. Call transcripts. Company intelligence. Email threads. The problem isn’t having data—it’s finding the right data when you need it. I’ve watched reps waste 20 minutes searching across five systems for information that should take seconds. Enterprise search tools solve this by making your … Read more
aleksi@clevenio.com
RAG, Retrieval-Augmented Generation, has become the standard approach for grounding AI responses in your actual data. But not all RAG is equal. Traditional RAG retrieves what you ask for. Agentic RAG figures out what you need. Here’s how they differ and when each approach makes sense for sales teams. Traditional RAG: The Basics Traditional RAG … Read more
A new role is emerging in B2B companies: the GTM engineer. Part sales ops, part data engineer, part AI practitioner, GTM engineers build the systems that power modern go-to-market. They’re bringing engineering rigor to functions that have traditionally run on spreadsheets and intuition. Here’s what GTM engineering means and why it matters. What Is GTM … Read more
Go-to-market is getting automated. Not through rigid workflows and static sequences, but through AI agents that can research, decide, and act autonomously. Agentic GTM is an emerging approach in which AI agents handle the repetitive, data-intensive work in sales and marketing, freeing humans to focus on relationships and complex deals. Here’s what this means and … Read more
Your sales team has data everywhere. CRM records, contact databases, email threads, call notes, company research. The problem isn’t having data—it’s finding what you need when you need it. AI-powered enterprise search changes this. Instead of querying five different systems, you ask a question in natural language and get answers from everywhere. Here’s how AI … Read more
AI agents are moving from concept to reality. Sales teams that once relied purely on automation are now deploying agents that can research prospects, personalize outreach, and even handle initial conversations. But the platform landscape is fragmented. Some tools call themselves “AI agents” when they’re really just chatbots. Others require engineering teams to build and … Read more
Every sales team sits on mountains of data. CRM records, email histories, call transcripts, company intelligence, market research. The problem isn’t having information—it’s finding what you need when you need it. RAG agents solve this by combining AI language models with intelligent retrieval. Instead of generic AI responses, you get answers grounded in your actual … Read more
Prospecting is where deals start. Get it wrong, and nothing else matters; your sequences, your messaging, your product demos all depend on reaching the right people in the first place. The B2B sales prospecting tools landscape has exploded. Data providers, outreach platforms, LinkedIn tools, enrichment services, there’s a tool for everything, which makes choosing overwhelming. … Read more
Your sales team is only as good as your data. Bad data means wasted outreach, missed opportunities, and frustrated reps spending hours on dead ends. The B2B data provider landscape has exploded. Global giants, regional specialists, intent data platforms, enrichment tools, the options are overwhelming. I’ve helped dozens of sales teams evaluate their data stack. … Read more
Every business leader is asking the same question: “How do we actually use AI agents?” Not the hype. Not the theoretical possibilities. The practical reality of deploying AI agents that deliver measurable business value. I’ve spent the past year helping B2B companies implement AI agents for sales and operations. Here’s what actually works, what doesn’t, … Read more
