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Lattice Ops vs Refactron™

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Lattice Ops compared with Refactron™
DetailLattice Ops logo Lattice OpsRefactron™ logo Refactron™
What it doesAgentic operations platform for digital marketing with automated workflows, knowledge bases, and predictive optimization The verification layer for AI code change
StageMVP MVP
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Freemium
PricingAgency plan: $5,000 per month (free during private beta for 10 agencies). Includes 368,000 credits per month, unlimited seats and clients. Free tools available without account or payment. Free plan: $0/mo with 500 verifications/mo and unlimited local CLI runs. Pro: $59/mo with 10,000 verifications/mo (early access). Scale: $300/mo with 100,000 verifications/mo (early access). Enterprise: Custom pricing (early access).
Key features
  • AI specialists with custom roles and knowledge bases
  • Compartmentalized living RAG knowledge bases
  • Visual workflow builder with triggers, nodes, and logic
  • Predictive CRO test generation and simulation
  • Multi-model orchestration across Anthropic, OpenAI, Google, and Groq
  • Image and video generation from brand knowledge
  • Chrome plugin to capture web content
  • Per-run cost tracking and usage dashboard
  • Workflow export and import as JSON
  • Verify arbitrary diffs from agents, codemods, or humans
  • Three-verdict system: SAFE, UNSAFE, UNPROVEN
  • Runs test suite on isolated shadow tree copy
  • Changed-line coverage attestation for Python
  • Reproducible verification report with audit-grade record
  • MCP server for AI agents to verify before landing
  • CI gate that blocks unsafe merges
  • Syntax and imports validation gates
  • Runs locally with no code upload to external service
What makes it different
  • Built specifically for marketing teams with first-class CRO, SEO, and content workflows
  • Model-neutral platform supporting multiple LLM providers without vendor lock-in
  • Knowledge that compounds and grows with use instead of resetting each session
  • Cost transparency with per-run estimates and usage dashboards by model and user
  • Full data ownership with compartmentalized storage and export capability
  • Only system that proves changed lines are actually tested, not just that tests pass
  • Works with any AI coding agent and integrates via MCP
  • Code never leaves your machine; runs entirely locally
  • Free local CLI with unlimited verifications, paid only for managed infrastructure
Community votes00
DR (Domain Rating by Ahrefs)10 no change since last check2 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)1415
Referring domains (Majestic)14

6 details filled in for both companies.

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