Anjuna Northstar vs Optable Collaborate

Anjuna Northstar is self-hosted software for multi-party collaboration on sensitive or live datasets. It enables AI operations teams and data scientists to combine data, run models, and analyze results while protecting privacy and intellectual property. Powered by Anjuna Seaglass, it can create confidential clean rooms on demand for data-sharing work. Northstar runs on confidential computing instances across cloud providers and on premises. Its safeguards cover data and code during ingestion, processing, and analysis, with remote attestation, isolation of data in use, and access control listed. Users prepare and manipulate datasets in off-the-shelf Jupyter Notebooks. They can bring their own AI models, tools, and analysis code without modifications. The product is deployed in customer environments and does not require telemetry or runtime dependence on Anjuna-hosted services. AWS, Microsoft Azure, Google Cloud, AMD, Intel, NVIDIA, Redis, and HashiCorp are listed as site partners. Pricing is on request, with a live demo and sales contact available.

Optable Collaborate is a cloud platform providing purpose-limited data clean rooms for partners connecting audience data for planning, analysis, measurement, and activation. Its no-code applications support collaboration without direct sharing or exposure of raw user data. Listed uses include audience overlap analysis, enrichment, lookalike modeling, prospecting, suppression targeting, and attribution measurement. Partners can work across BigQuery, AWS, and Snowflake while data remains in each partner’s cloud environment. Flash Nodes let publishers invite non-Optable advertisers to self-serve collaborations at no cost to the invited partner and without a direct Optable contract. The platform supports interoperability with other clean-room vendors through the PAIR protocol and a dedicated PAIR environment. Audiences can go to Prebid and Google Ad Manager, or through Optable Syncs to DV360 and The Trade Desk. Optable describes itself as a processor acting on customer instructions, while publishers and media owners retain controller roles and first-party data control. Pricing is available on request.