What's new — on-demand ephemeral inference is live in early access Request access →
Use cases

Built for the legal stack.

Three audiences, one pre-audited guarantee. BigLaw needs ZDR and static-IP egress; GC offices need RAM-only inference on regulatory data; legal-engineering teams need hot-swappable models and premium feeds. Privileged is the ephemeral inference layer under all of them.

01
BigLaw

National firms on privileged matters.

Your associates need specialized models over privileged client matter, but every cloud and model vendor wants its own zero-data-retention agreement — months of audits, minimum-spend commitments, and enterprise sales theater before a single query runs. And your security team needs fixed, whitelisted egress addresses that standard serverless can't provide.

How Privileged solves it
  • One pre-audited DPA, signed in days — not months of audits
  • Fixed, static-IP egress your firewall whitelists once, forever
  • Ephemeral containers that vanish the instant the token stream closes
One DPAStatic-IP egressZero retentionZDR-ready
02
Corporate legal / GC offices

General counsel on internal and regulatory data.

Your team holds sensitive internal and regulatory data that can never be exposed to model training. Off-the-shelf AI vendors won't guarantee that contractually or technically — and a single training incident on privileged material is a board-level problem.

How Privileged solves it
  • RAM-only inference — prompt, context, and tokens live in volatile memory only
  • No training on your data — contractual and technical, not a policy promise
  • Customer-managed encryption keys — Privileged cannot decrypt without your key release
RAM-only inferenceNo trainingCMK encryptionTLS 1.3
03
Legal-engineering teams

Builders shipping specialized models.

You're integrating specialized models and premium legal data feeds into products. Today that means separate vendors, SDKs, and procurement stacks for law, dockets, and regulation — and no clean way to compensate the data partners you bundle.

How Privileged solves it
  • LoRA adapters hot-swapped in milliseconds — one base model, infinite client customizations
  • One SDK and one API across law, dockets, and regulation
  • White-label bundling of premium feeds under your brand
  • Revenue-share for data partners when their feeds are consumed
LoRA hot-swapOne SDKWhite-labelRevenue-share
Early access

Your workload, one DPA.

Early access is open to a limited set of law firms and legal-engineering teams building on specialized models and premium data.