Customer Stories
Real-time AI support for smarter business development
AI-Powered Business Development Agent for Research, Meeting Preparation, and Real-Time Performance Monitoring.
About the Organization
The client is a rapidly growing technology services company whose Business Development (BD) team regularly engages with prospects to present capabilities, qualify opportunities, and schedule follow-up meetings. Their outreach depends heavily on deep research, tailored messaging, and consistent communication aligned with the company’s strengths.
Business development teams spent significant time researching prospects — reviewing websites, social activity, recent news, and industry context before every meeting. This manual approach led to inconsistent messaging, missed insights, and varying levels of preparedness across representatives.
As outreach volume increased, teams struggled to align prospect needs with offerings, support live conversations effectively, and measure performance consistently. The growing inefficiencies highlighted the need for a streamlined and standardized approach to prospect research and meeting preparation.
Why
A fully automated AI Business Development Agent was built to conduct deep prospect research, prepare tailored meeting briefs, support representatives during conversations, and monitor BD performance — all deployed securely on AWS and powered by LiveKit and Twilio for real-time interaction.
What
The platform uses coordinated AI agents that analyze publicly available information, interpret company positioning, align findings with the client’s service portfolio, and prepare customized talking points. During calls or meetings, the AI listens in through LiveKit/Twilio, provides real-time suggestions, and evaluates performance. All processing, storage, and orchestration run entirely on AWS for reliability and security.
How
Before the Project
BD representatives were responsible for all stages of preparation and follow-up. This included manually
- Researching company websites, social media, and news portals
- Identifying key business challenges and connecting them to the client’s offerings
- Preparing talking points with no standardized structure
- Taking notes during calls while trying to lead the discussion
- Evaluating their own performance without objective feedback
This often led to inconsistent meeting quality, delayed preparation, and varying levels of effectiveness across the BD team.
The Solution
- Deep Prospect Research Automation: The AI agent scans company websites, social media, press releases, articles, and market activity to build a comprehensive profile for each prospect.
- Tailored BD Briefs and Talking Points: It automatically aligns the prospect’s needs with the client’s capabilities, generating structured meeting briefs that BD representatives can use immediately.
- Real-Time Meeting Monitoring (LiveKit + Twilio): During calls, the AI listens passively, surfaces relevant insights, checks whether key points are covered, and supports the BD rep with timely suggestions.
- AI-Generated Call Notes and Follow-Ups: After each conversation, the agent produces clean, structured notes, action points, and follow-up recommendations.
- Performance Evaluation: The system evaluates communication quality, depth of engagement, clarity of pitch, and coverage of required talking points.
- Consistent, Pre-Built Report Types: The assistant assembles results into standardized report templates (performance summaries, forecasts, KPI packs, anomaly reports, etc.), ensuring uniform quality across all clients.
- AWS-Native Deployment: All components — agents, orchestrations, analysis pipelines, and storage — run securely in the client’s AWS environment.
The Impact
The AI-powered Business Development Agent transformed the client’s BD operations:
- Dramatically reduced preparation time through automated, high-quality research
- Consistent messaging aligned with the company’s service offerings
- Improved BD effectiveness with real-time meeting support
- Structured notes and follow-ups generated instantly
- Objective performance insights for representative coaching
- Higher meeting success rates through better preparation and delivery
The organization now has a scalable, intelligent BD companion that ensures every interaction is well-prepared, well-delivered, and aligned with the company’s growth objectives.
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