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AI-Guided Solution Plan Builder for First Four Layers - Solution Architecture



Simply Put

Enable Solution Architects to generate high-quality, first-draft content for the early stages of the solution plan using AI — reducing manual effort, improving consistency, and accelerating pursuit timelines.

Problem / Pain Point

Solution Architects face recurring pain points when creating the Solution Architecture layer, including manually building diagrams from scratch due to the lack of reusable templates or a centralized repository. There's no standard visual framework or integration with delivery tools like E-Pro or Concourse, leading to inconsistencies and disconnected planning.

High Level Requirements

  1. Modular GPT or AI Agent Design

    • Generated by a dedicated module with clear logic.

    • Outputs should be editable and exportable (e.g., into slides, Jira, Concourse).

  2. Prompt Flow

    • Defined prompt structures (e.g., “Given this RFP, generate a vision statement with industry relevance”).

    • Customizable for practices/areas .

  3. Structured Outputs

    • Content should be returned in structured formats that can be easily modified into diagrams.

  4. Search & Reuse Templates

    • AI must surface relevant past examples from a tagged knowledge repository (e.g., similar industries, offerings, clients).

    • Embedded recommendations for similar pursuit assets (like “gold standard” decks).

  5. User Controls

    • Allow for refinement, regeneration, or modular editing of outputs.

    • Support for tailoring based multiple practices/needs

Key Inputs

  • RFP or Proposal Request: Source document used to extract themes, scope, and goals.

  • Client Info: Industry, geography, public filings (e.g., 10-K), size, maturity.

  • Pursuit Metadata: Opportunity type, offering, team roles, size, client tier.

  • Prebuilt Templates: Benefit frameworks from LEAP and Benchmarking.

  • Past Pursuits / Proposals: Structured examples tagged by offering, industry, and plan layer.

Expected Outputs

  • Business Capabilities to Benefits Layer: Graphic that shows capabilities, benefits, KPIs, and specifics to a solution (if known).

Metrics

  • Tool Utilization: Frequency of tool use per user.

  • Output Engagement: Number of times suggestions are copied or downloaded.

  • User Satisfaction: Percentage of positive user ratings (e.g., thumbs up, satisfaction scale) for AI-generated results.

  • Efficiency Improvement: Reported reduction in time required to generate output slides.


    Notes/Quotes:
    -“Architecture lives in a slide — it’s disconnected from the rest of the plan.” — Sanjyoth Paracha




  • Katie Cousino
  • Aug 12 2025
  • PM Refinement