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QED Science vs ValueStreamAI

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

QED Science compared with ValueStreamAI
DetailQED Science logo QED ScienceValueStreamAI logo ValueStreamAI
What it doesCritical Thinking AI for constructive criticism and science evaluation AI automation company delivering measurable ROI without enterprise prices
StageNot given Startup
FoundedNot given 2025
Based inIL US
Pricing modelFreemium Paid
PricingNot given Pilots: $5,000–$15,000 fixed-price per workflow. Retainers: from $1,500/month for up to 15 people, $2,500–$3,000/month for 15–50 people, from $7,000/month for 50–100 people, custom pricing for 100+ people. All retainers include maintenance, model upgrades, new automations each sprint, and support at
Key features
  • Core claim extraction and validation
  • Grant proposal evaluation
  • Personalized research insights feed
  • Validity scoring and contradiction resolution
  • SOC 2 Type II and ISO 27001 compliance
  • Data privacy with no model training on submissions
  • AI Agent Development with OpenAI, Anthropic, and LangGraph
  • Workflow Automation connecting CRM, billing, reporting and ops stack
  • Fixed-price pilots with ROI verification and documentation
  • Voice AI Development for automated phone agents
  • Healthcare AI with HIPAA compliance and self-hosted deployment
  • AI App Development with RAG and multi-model routing
  • On-premises and air-gap deployment options
  • Direct access to founder and engineering team with priority response under 4 hours
  • Free 30-minute consultation with no obligation or sales pitch
What makes it different
  • Only AI platform trained on feedback from thousands of domain experts including Nobel laureates
  • User manuscripts never used for model training or fine-tuning
  • Provides nature-reviewer-level feedback at scale
  • Built by scientists for scientists
  • Measurable ROI-first approach: every engagement defined by business outcomes, not hours delivered
  • No lock-in with month-to-month retainers and IP that transfers on day one
  • Founder-led technical scoping ensures the quoted architecture is the architecture delivered
  • All maintenance, model upgrades, and fixes included in one flat monthly retainer
  • Fraction of the cost of hiring an in-house AI team while delivering results from week one
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)35 +2 (up) since last check25 +1 (up) since last check
Trust Flow (Majestic)293
Citation Flow (Majestic)2528
Referring domains (Majestic)157105

5 details filled in for both companies.

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