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Ocient vs Context Engine

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

Ocient compared with Context Engine
DetailOcient logo OcientContext Engine logo Context Engine
What it doesProduction AI at enterprise scale One memory for your AI agents and your team
StageEstablished Not given
Founded2016 Not given
Based inUS Not given
Pricing modelContact for pricing Freemium
PricingFlexible subscription, term, and perpetual licensing models. Organizations switching from conventional architectures see 60-80% reduction in total infrastructure cost. CPU-based pricing with no incremental ETL costs. Free: $0 forever with 1 agent per engine (up to 3 when friends refer), 1 GB memory. Pro: $12/month or $99/year per engine with 10 agents and 25 GB memory. Unlimited: $39/month or $299/year per engine with unlimited agents and 100 GB memory. Enterprise: from $6,000/year per install on your own server
Key features
  • AI on Enterprise Data - bring AI directly to governed enterprise data at petabyte scale
  • Security - built-in controls for access, governance, and compliance
  • Deployment Options - cloud, on-premises, or hybrid deployment flexibility
  • Data Ingest - continuously ingest and prepare high-volume data for AI-ready analytics
  • Query Optimization - run complex analytics on petabytes of data with predictable performance
  • Semi-Structured Data - give AI richer context with structured and semi-structured data in one platform
  • Megalane Parallelism - sub-second queries at petabyte scale
  • Zero Copy Reliability - no data duplication or redundant storage overhead
  • Compute Adjacent Data Store - computation happens where data lives
  • Smart Data Pipelines - continuously governed data pipelines replace manual ETL
  • Connect ChatGPT, Claude, Claude Code and Cursor with a few clicks
  • AI tools save decisions, notes, people, customers and files
  • Search with semantic understanding, not just exact words
  • Automatic summaries by day, week and month
  • Link related memories automatically
  • Prevent duplicate memories with deduplication
  • Export all data as Markdown and JSON
  • Separate engines for clients with no data crossing
  • Fine-grained access control (read or read-and-save)
  • Full history tracking for every change
What makes it different
  • Petabyte-scale performance without moving or duplicating enterprise data
  • 60-80% reduction in infrastructure costs compared to conventional architectures
  • Production-grade AI delivery with expert implementation and solutions delivery teams
  • Flexible licensing models aligned to how enterprise AI programs actually scale
  • Unified platform for ingest, governance, query execution and optimization
  • Keeps AI tools from forgetting context between sessions
  • Data isolated per engine with no sharing between customers
  • Fully portable—export anytime or delete permanently
  • Pay per engine, never per person added to team
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)54 no change since last check15 +3 (up) since last check
Trust Flow (Majestic)1613
Citation Flow (Majestic)3828
Referring domains (Majestic)36132

5 details filled in for both companies.

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