Autonomous Sales Agents Orchestration for a B2B SaaS Company
How we replaced an entire squad of manual SDRs with an Agentic AI layer that increased qualified meetings by 60% and cut Customer Acquisition Cost (CAC) in half.
The Challenge (The Friction)
Nexus Cloud Software, a European company providing ERP solutions for manufacturing, faced a classic challenge for B2B tech companies: an unsustainable sales funnel.
- Inefficient SDR Volume: They relied on 12 SDRs (Sales Development Representatives) who spent 80% of their day researching leads on LinkedIn, writing copy-pasted emails, and getting a response rate of less than 1.5%.
- High Acquisition Cost: The long sales cycle, combined with the inefficiency of manual prospecting, inflated their CAC (Customer Acquisition Cost) to dangerous levels.
- Lack of Personalization at Scale: Industry directors don't respond to generic cold emails. They need real business context to accept a meeting.
The traditional model of "increasing the pre-sales team" was no longer scalable. Nexus needed cognitive automation.
The Architecture (The Blueprint)
Infinity Solutions was hired not to improve SDR email scripts, but to abolish the manual process through the orchestration of Agentic AI. We implemented the Infinity Method to redesign their entire Go-To-Market (GTM) workflow:
1. The Prospecting Agent (Autonomous Research)
We created an LLM-based system that monitors purchase intent signals on the internet. When a European manufacturing company raises capital or announces a merger, our Research Agent automatically cross-references the company name with the LinkedIn database to extract the contact of the CFO (Decision Maker).
2. The Outreach Agent (Hyper-personalization)
The raw data collected is passed to the second Agent. It drafts hyper-personalized emails, combining the value proposition of the Nexus ERP with the recent financial movement of the target company. No two emails are alike. The level of personalization simulates the research a human salesperson would take hours to do.
3. The Routing Agent (Closing Workflow)
When a CFO replies showing interest, the Agent understands the semantics of the response. If it's positive, it directly checks the calendars of the Account Executives (closers) and proposes a time to the prospect. A human SDR is only triggered for exceptions.
The Yield (Results)
By turning on the agentic engine designed by Infinity, the commercial department of Nexus was transformed:
- The email open and reply rate skyrocketed, resulting in a 60% increase in the number of qualified meetings (Booked Meetings) right in the second month of operation.
- The extreme reduction in operational time and cost with manual research led to a 50% drop in CAC.
- The SDR team was reduced from 12 to 3, who now operate only in quality control and closing complex objections, acting as strategists rather than robots.
Nexus didn't buy "a sales tool". They acquired an autonomous growth infrastructure.