Sales AI Platform

  • sales enablement
  • llm
  • market analysis
  • competitive intelligence

Purpose

Core platform connecting structured investment data to client-facing commentary, competitive positioning, and meeting follow-up. It is not a standalone productivity tool; it is the data and commentary layer that makes distribution more observable.

Architecture

Three integrated components:

Market analysis engine

  • Centralized performance tracking of hundreds of internal and external factors
  • Flexible time-horizon analysis
  • Structured data backbone for downstream workflows

AI commentary generator

  • Agentic LLM workflow over structured data, not free-form prompting
  • Pre-authored market analysis over any time frame
  • Portfolio commentary explaining performance drivers with PM editorial control

Competitive analysis engine

  • External databases (eVestment, fund holdings) integrated for scenario comparison
  • Positions internal strategies against competitor universes for prospect meetings
  • Feeds the opportunity-to-target loop: research findings mapped to competitive pain points

Strategic value

Sales runs on the same observable data infrastructure as research: anomalies surfaced, artifacts prepared before meetings, follow-up deployed when interest appears.

This platform supplies the structured data and commentary layer. It works alongside consultant intelligence, anomaly discovery, and the research-library publishing system described in the data-driven sales architecture.

Organizational impact

Internal metrics track meeting progression and second-meeting conversion with directional improvement relative to historical norms. Authored or contributed to two dozen client-facing research deliverables in the last nine months, with AI-enabled workflows accelerating production while preserving editorial oversight.