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Forge Orbital vs SiftServe

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

Forge Orbital compared with SiftServe
DetailForge Orbital logo Forge OrbitalSiftServe logo SiftServe
What it doesAI accountability that grows into governance Web infrastructure that translates your site into an AI-readable version approved by you and served to agents at the edge
StageNot given Not given
FoundedNot given Not given
Based inUS AE
Pricing modelNot given Freemium
PricingNot given Free eight-week pilot including onboarding and model costs. Three paid plans after pilot: Pay as you go (self-serve, usage-based), Subscription (self-serve, monthly or annual flat fee), and Managed (done by company, pricing quoted per site). All plans quoted per individual site based on page count,
Key features
  • Governance: checks proposed AI actions against defined rules before execution
  • Recorded decision records that can be reviewed, replayed and verified later
  • Evaluation: compares AI agent performance using representative test cases and expected outcomes
  • Optimization: recommends model and cache candidates based on usage, prices and evaluation evidence
  • Regress detection identifies changed action paths and quality regressions
  • On-premises and private cloud deployment
  • Integration with existing AI tools via connectors and wrappers
  • No model training on customer data; separate data boundaries from external AI providers
  • Cost comparison and optimization across model and cache configurations
  • AI agent rebuilds pages into semantic HTML, FAQs, and structured data
  • Vision pass captures facts locked inside images
  • Sifted pages use roughly 90% fewer tokens than originals
  • Served from edge, humans and search crawlers see original site unchanged
  • Before-and-after audit score for every page
  • Measures citations and AI referrals from sifted pages
What makes it different
  • Independent accountability: checks run inside your systems, not asking another AI to audit AI
  • Your people keep authority: Forge produces decision evidence, your business enforces results
  • Recorded decision evidence that auditors and regulators can examine
  • Designed for consequential work in regulated industries like financial services
  • Not another dashboard: integrates into your workflow without replacing your AI tools
  • Only AI agents see sifted pages; humans and Google crawlers see original site unchanged
  • Every claim traces 1:1 to original pages; AI never fabricates or adds content
  • 90% fewer tokens per page while carrying 37% more readable content
  • Human in the loop approval for every page before serving to agents
  • Measures results with before-and-after comparison on your traffic
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)Not checked yet no change since last check22 +1 (up) since last check
Trust Flow (Majestic)09
Citation Flow (Majestic)727
Referring domains (Majestic)2261

4 details filled in for both companies.

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