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AgentShelf vs Expert Consilium

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

AgentShelf compared with Expert Consilium
DetailAgentShelf logo AgentShelfExpert Consilium logo Expert Consilium
What it doesAI operations platform for building, deploying, and governing specialized business agents without code Structured AI decision support through multiple independent perspectives
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelNot given Paid
PricingNot given Essential: €9 (4 AI perspectives); Consilium: €19 (8 AI perspectives); Grand Consilium: €29 (12 AI perspectives). Prepaid packages available: Essential packages of 5 for €39 or 10 for €69; Consilium packages of 5 for €69 or 10 for €129; Grand Consilium packages of 5 for €99 or 10 for €179. Each pric
Key features
  • No-code agent builder
  • Approved context and tools
  • Usage and cost governance
  • Website, workspace, and API deployment
  • Shared workflow library
  • AI Front Desk for websites
  • Public and private workspace boundaries
  • Multiple independent AI perspectives analyze the same question
  • Anonymous cross-checking of AI answers
  • Structured Decision Brief with recommendation and risks
  • Three analysis levels: Essential (4), Consilium (8), Grand Consilium (12) perspectives
  • Support for 42 languages
  • Automatic masking of personal and identifying data
  • Zero Data Retention requirement from AI providers
  • One follow-up question included per report
What makes it different
  • Complete workspace keeps agent instructions, context, tools, and controls together instead of scattered across platforms
  • Cost governance before AI spend becomes uncontrolled operating expense
  • Reusable agent patterns and workflows avoid rebuilding for every use case
  • Separates agent builders from operators so teams can create and control independently
  • Non-developers can build and manage agents without technical expertise
  • Anonymous ranking ensures quality of arguments over model reputation
  • Structured decision report rather than raw AI text
  • Data confidentiality with Zero Data Retention built in
  • Fixed transparent pricing per analysis level
Community votes00
DR (Domain Rating by Ahrefs)17 +1 (up) since last check1 no change since last check
Trust Flow (Majestic)20
Citation Flow (Majestic)210
Referring domains (Majestic)200

3 details filled in for both companies.

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