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AI Workflows

Vellocity's generative AI workflows are organized into six categories matching the UnifiedWorkflowType enum in the codebase. Each category bundles related actions; under the hood, those actions invoke specific agent capabilities from the registry.

This page is the orientation map. The full per-capability detail lives on the individual feature pages — start here if you're not sure which one to read first.

The six categories

Category What you do here Underlying capabilities
Visual Creator Generate images, videos, presentations generate_image, image-generation pipeline, presentation generator
Content Strategist Generate new content from scratch — blog posts, emails, social, product listings, AWS Marketplace blogs generate_text, generate_content_series, aws_blog_co_author
Content Optimizer Rewrite and refine existing content for performance refine_content, seo_content_optimize, marketplace_listing_optimizer
Market Analyst Research markets, analyze competition, score SEO competitor_analysis, seo_intelligence, seo_content_analysis
Technical Builder AI tool listing cards, agent resource bundles, architecture, code, API docs agent_tool_card, agent resource bundle generator, code/architecture builders
Solution Advisor Knowledge-grounded conversational AI for discovery and research query_knowledge_base, conversational AI chat

The dashboard surfaces these categories with [Noun] [Agent-Type] labels for clarity (Content Strategist, Market Analyst, etc.) — the naming pattern is intentional.

Where to start

If you want to... Read first
Write a marketplace listing, blog post, email, or social post Content Studio (generate_text, generate_content_series, refine_content, enrich_brand_voice)
Write a bar-raiser-compliant AWS Marketplace blog AWS Blog Co-Author (aws_blog_co_author) — flagship 35cr
Build an AI Agents & Tools listing card AI Tool Listing Card Generator (agent_tool_card) — flagship 20-40cr
Run keyword research, content gap analysis, or score on-page SEO SEO Intelligence (cluster of 7 capabilities)
Generate images, social graphics, marketplace assets Image Generation, Media Studio
Analyze a single article or AWS announcement deeply Marketplace Awareness (Vellocity Signal) (marketplace_awareness)
Score posts in any RSS feed against your brand and ICP RSS Feed Intelligence Scorer (rss_post_scoring)

Universal features (every workflow)

Every workflow inherits three integration features:

  • Knowledge Base grounding — pull facts from your AWS Bedrock Knowledge Base into any generation step (Knowledge Base)
  • Brand Voice context — every output is grounded in your company profile, tone preferences, target audience, and competitive differentiators
  • External Sources — import context from S3, Box, Dropbox, Google Drive, or fetch from any URL via fetch_external_url

See also