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Lattice Ops vs Celest

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 Celest
DetailLattice Ops logo Lattice OpsCelest logo Celest
What it doesAgentic operations platform for digital marketing with automated workflows, knowledge bases, and predictive optimization One place to understand and operate AI agents across Microsoft
StageMVP Not given
FoundedNot given Not given
Based inNot given US
Pricing modelFreemium Free
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. Not given
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
  • Agent Estate Review: read-only review connecting fragmented agent ownership, capability, usage, cost, and risk records
  • Helpdesk Triage: AI ticket triage for SharePoint service desks with operator approval
  • Agent Workbench: open, refine, and export Microsoft 365 Copilot agent packages
  • 30/60/90-day operating plan generation
  • Source-backed inventory with identity, ownership and authority tracking
  • Review trails for accountability
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
  • Connects fragmented Microsoft records into one accountable operating picture
  • Makes agent workforce explicit and operable within two weeks
  • Operator retains final authority over all changes
  • Evidence-backed decision trails throughout the platform
Community votes00
DR (Domain Rating by Ahrefs)10 no change since last check16 no change since last check
Trust Flow (Majestic)07
Citation Flow (Majestic)1426
Referring domains (Majestic)188

4 details filled in for both companies.

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