The Logic: Friction → Build → Result

The Build

• Autonomous agentic architecture utilizing n8n for orchestration.

• Google Gemini situational intelligence for real-time qualification.

The Result

• 100% automated triage with zero human intervention.

• Leads researched and actioned within seconds of arrival.

The Friction

• Sales teams lose 10+ hours a week to manual lead research.

• Slow "speed-to-lead" causes high-value opportunities to go cold.

Architect’s Notes: Bridging the Adoption Gap

Functional Agentic Prototype

A custom-built, interactive AI agent proving the technical viability of the solution.

[Human-Centered Notification Design]

Automation fails when it becomes "noise." During the Discovery Lab (Stage 02), we identified that sales teams ignore generic CRM updates. We engineered this agent to deliver Context-Rich Slack Alerts that summarize the lead’s intent and company background, allowing the salesperson to act immediately without opening five different tabs.

[Situational Intelligence via Gemini]

Unlike rigid rule-based bots, this agent uses Gemini 1.5 Pro to reason through multi-modal lead data. It doesn't just look for keywords; it understands intent. By analyzing the lead's LinkedIn profile and company website in real-time, the agent makes a qualitative judgment on "fit" before it ever hits your CRM.

[Governance & Data Integrity]

A core part of the Validation Sprint is ensuring the agent doesn't "hallucinate" into your database. We implemented a Verification Loop within n8n that cross-references extracted data against your existing Salesforce records, preventing duplicates and ensuring that your system of record remains the single source of truth.