AI for lawyers.
Compliance built in.
SafeIdea is AI compliance infrastructure for legal professionals. Patent-pending local masking keeps privileged content on your machine — so you can research, draft, and analyze with frontier AI without waiving privilege or exposing client data to compelled disclosure.
Two federal rulings just
changed the rules for legal AI.
Heppner says AI-assisted work isn't privileged. Wang says those conversations can be compelled from the vendor's servers. Together, they're dispositive: the only defense is data that never existed there.
U.S. v. Heppner
S.D.N.Y., Feb 2026
Judge Rakoff held that legal strategy documents prepared with consumer AI tools are not privileged. The AI platform is a third party with no confidentiality obligation. Every prompt to a cloud AI is a potential waiver.
In re OpenAI (Judge Wang)
S.D.N.Y., Jan 2026
Magistrate Judge Wang ordered OpenAI to produce 20 million ChatGPT conversation logs. Judge Stein affirmed, finding users have a diminished privacy interest in their AI conversations. Users were not asked or notified.
ABA Formal Opinion 512
July 2024
Requires attorneys to make "reasonable efforts" to protect confidentiality when using AI. SafeIdea's documented local masking workflow is a strong reasonable-efforts case on the record.
The 8am 2026 Legal Industry Report: 69% of legal professionals already use generative AI for work. Only 46% of firms have implemented it formally. The gap is the exposure — and it's already on your firm's books.
Architectural, not Contractual
SOC 2 is a contractual promise. SafeIdea is architectural. Privileged content never leaves your machine, so there's nothing on a vendor's servers to compel.
Your Firm's Index, Built In
Every compliant session builds a de-identified, searchable knowledge base of your work product. Compliance wins the purchase; the Index earns the renewal.
Frontier AI, Any Matter
Research, draft, analyze, and review with Claude — on the sensitive work you couldn't use AI for before. Masking happens before transmission, not after the fact.
The local compliance layer
that sits in front of the cloud.
Before any prompt leaves your machine, SafeIdea detects privileged content — client names, deal terms, litigation strategy, case numbers — and replaces it with categorical placeholders. You review and approve. The sanitized prompt goes to Claude. Responses come back with the real names restored on your machine.
Heppner says the conversation isn't privileged. Wang says it can be compelled. SafeIdea's answer is that the privileged content never existed on the vendor's servers in the first place.
Review and confirm every masked entity before transmission. Add ones the system missed. Remove ones you want to pass through. Nothing leaves your machine until you approve it — that's your ABA 512 audit trail.
Entities are replaced by type — [PERSON-1], [ORG-2], [CASE-1] — so the AI sees structure and relationships without seeing real names. You get usable output; the vendor gets nothing discoverable.
Placeholders rotate every session. No cross-session associations. The AI never sees the original content, and neither does anyone else — including your vendor, their employees, or opposing counsel under Rule 26.
SOC 2 is contractual.
SafeIdea is architectural.
Enterprise legal AI platforms are excellent tools. They are not compliance infrastructure. Your attorneys' prompts, client names, deal terms, and litigation strategy sit on vendor servers right now — protected by privacy policies, zero-retention clauses, and SOC 2 audits.
After Heppner, the question is not whether your vendor promises to protect your data. The question is whether your data exists on a third party's servers at all. SafeIdea ensures it does not.
The Contractual Layer
SOC 2 report. Point-in-time audit of controls.
Zero-retention clause. Vendor promises not to keep data.
Privacy policy. Contractual commitments that are only as strong as the vendor, the venue, and the order from the bench.
The Architectural Layer
Local masking. Privileged content is replaced before any network call.
On-device originals. Real names and numbers only exist on the attorney's machine.
Nothing to compel. When the subpoena hits the vendor's servers, there's nothing identifiable to produce.
SafeIdea is complementary to your existing AI stack, not competitive with it. Route attorney workflows through SafeIdea's masking layer first; your enterprise AI platform only sees sanitized prompts.
Your data. Your control.
SafeIdea is a desktop application that connects to the tools you already use — Claude, SharePoint, Clio, DocuSign — while keeping privileged content on your machine at every step. No manual scrubbing. The masking happens automatically and transparently.
Works with your existing tools
SafeIdea connects to SharePoint, Clio, DocuSign. When your work crosses into AI, privileged content is masked automatically.
Encrypted at every layer
TLS 1.3 in transit. AES-256-GCM for API keys at rest. Crypto keys live in the OS keychain — never hardcoded, never exported.
No vendor lock-in on originals
Standard file formats. Your privileged content lives on your machine. If you leave, your originals are already local — the Index is the only thing that stays behind.
Up and running in minutes.
Download
Native desktop app for Mac and Windows. Install in under 5 minutes. No IT department required.
Work compliantly
Use AI on real legal work. Masking protects privilege automatically. Every masked session is an ABA 512 reasonable-efforts record.
Watch the Index compound
Every session deepens your firm's searchable, de-identified knowledge base. Shared within the matter, yours.
Start using AI on the work
that actually matters.
No cloud uploads. No vendor lock-in on originals. No privilege waiver.