Entity resolution

Why Ahura OS

Why this is better on Ahura OS

Deciding that two messy records are the same thing is where rules break and analysts burn weeks. Ahura OS compares records by similarity, links likely matches in a graph and sends only the uncertain pairs for review. Entire datasets are compared in parallel, and every merge is a recorded link, so a wrong merge can be traced and undone rather than discovered months later.

What each capability replaces

• Ahura AIInstead of a model gateway and several vendor contracts, one priced call reaches several models and chooses a cheap one when it can.
• Ahura GPUInstead of renting accelerators by the hour for inference or training, hardware starts when an agent calls it, hot models load in under a second and the bill stops when the work does.
• Ahura GraphInstead of standing up and operating a graph database, relationships live beside your other state at the same price and isolation.
• Ahura NoSQLInstead of designing tables and maintaining indexes, you write documents and query them. Indexes are looked after for you.
• Ahura SearchInstead of running a search cluster, a managed, high-performance search engine indexes your content on write and queries it fast.

And on every use case

• One endpoint, not a stack

  Memory, storage, compute, inference, identity and messaging share one connection, one identity and one bill. The integration work you would normally own disappears.

• Isolation by construction

  Every agent’s world is a partition. Separation is how the platform is built, not a convention teams must remember to follow.

• Cost follows use

  Pay per call and per millisecond. Idle agents freeze to archive pricing. There is no capacity to reserve and nothing running unseen.

• Retention and deletion built in

  Lifetimes, expiry, freezing and destruction are platform features, so your data policy is enforced rather than aspirational.

• Safe autonomy

  Spending limits, protected signing keys, approval steps and signed actions let agents work unattended without being unaccountable.

• Ready for audit

  Designed against SOC 2 and ISO 27001 controls, with every call metered, recorded and attributable.