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Lattice Ops vs Uncoil

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 Uncoil
DetailLattice Ops logo Lattice OpsUncoil logo Uncoil
What it doesAgentic operations platform for digital marketing with automated workflows, knowledge bases, and predictive optimization AI agent observability, tracing and evaluation platform
StageMVP Not given
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. 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
  • Trace viewer showing model calls, tool calls, and retrievals
  • Cost tracking per step with latency and token counts
  • Root cause detection for failures
  • Live streaming and replay of agent runs
  • Automatic secret redaction before data transmission
  • Semantic search across runs and steps
  • Support for multiple frameworks and languages
  • Evaluations and datasets for quality assessment
  • Slack alerts and release gates
  • Collaboration and code review tools
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
  • One-line setup with automatic detection of model and tool calls
  • Identifies first failure point instead of surface errors
  • Per-step cost visibility with no monthly surprises
  • Automatic secret stripping keeps sensitive data local
  • No agent code rewriting required
Community votes00
DR (Domain Rating by Ahrefs)10 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)1422
Referring domains (Majestic)11

4 details filled in for both companies.

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