Built a system where GPT, Claude, and Grok compete on the same problem.
Rotating roles: one generates candidates, one red-teams, one edits. Verification is deterministic, not LLM.
Interesting finding: the model that's worst at generating is often best at red-teaming. Different
graph8
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We are empowering sellers with AI-driven automation to forge meaningful, data-informed buyer connections at scale.
- graph8 repostedAnonymous visitor hits your site. Reads 3 pages. Leaves. 48 hours later they're in a campaign. Didn't fill out a form. Didn't chat. Just browsed. graph8 connects visitor ID to the campaign engine. The handoff is automatic. Most tools stop at identification.
- graph8 repostedVoice AI for sales calls sounds simple until you build it. Time to first audible speech matters more than anything. Below 300ms feels natural. Above it, humans notice the pause. Spent weeks on the audio pipeline before the AI even mattered. The model is the easy part.
- CIENCE is now part of graph8. Same data. Same campaigns. Same playbooks built over thousands of clients. New system underneath. AI handles the repetitive work. Humans handle objections, trust, edge cases. If you worked with CIENCE before, nothing breaks. If you haven't, now's
- Here is how AI can boost your SDRs' performance🚀 Your AI SDR sent 1,000 emails this week. But your buyers opened (or noticed) only 1. More messages ≠ more results. Here’s the simple truth: Blasting prospects with volume looks busy, but it doesn’t build relationships. People
- AI-powered SDR tools aren’t just hype; real teams are seeing real results 🔥 In a recent test by SignalFire, AI tools helped SDRs automate boring tasks. This let them focus on more valuable work. That’s exactly what graph8 was built to do. Here’s why this matters: - Humans +
- AI-SDRs aren't magic. They make your team stronger. Here's what actually matters when you test or roll one out👇Replying to @graph_84/ Hybrid models win early Human SDRs + AI assistants = faster personalization at scale. Invest in integration (CRM, outreach tools) and guardrails for brand voice and compliance.Ready to test it in your stack? Start a 7-day free trial of Graph8 and run a hands-on pilot. We’ll help you set up the pilot, integrate with your tools, and define the metrics to track.










