Ahmad ZushanAI · Systems · Platform

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09 · LLM & Agents

Dynamic Dashboard — Visual Analytics over Salesforce

A generative-UI analytics product built via an 11-segment agent prompt pack, with a validated pageSpec contract between the LLM planner and a deterministic renderer.

PeriodApr 2026StatusPrototype → productAreaLLM & Agents

Highlights

  1. LLM plans → typed, validated pageSpec → renderer, with graceful degradation when any stage fails.
  2. Salesforce OAuth2 client-credentials connector and a semantic query layer for token-efficient schema.
  3. Reworked planner so the LLM chooses components freely instead of keyword→page mappings.