🎖️Caisey Provenance adds a licensed attorney verification layer to AI‑generated work in Casefriend. It records when an attorney has reviewed and approved a Caisey Summary or Answer, creating a clear, auditable record of attorney‑approved AI work that your firm can rely on with confidence.
What Is Caisey Provenance?
Caisey Provenance is Casefriend’s record of attorney‑approved AI work.
When Caisey generates a Summary or Answer, it is clearly marked as AI‑produced. With Caisey Provenance, an attorney can explicitly review that work and approve it for use. Once approved, the system preserves who approved it, when it was approved, and which source document(s) it is based on.
This transforms AI output into something new:
Attorney‑reviewed, accountable work product that the entire firm can trust.
Rather than relying on informal review or memory, Caisey Provenance makes attorney oversight visible, attributable, and preserved.
⚠️ Only licensed attorneys may Approve a Caisey Summary or Caisey Answer or Remove the Approval. All other users can view the Approval.
âś… Why Caisey Provenance Exists
AI does not have a law license.
Attorneys do.
Ethics guidance is clear: AI output must be reviewed and verified before it is relied upon. The challenge for firms has never been whether review is required, it’s been how to make that review real, consistent, and defensible. (ABA Formal Opinion 512 July 29, 2024)
Caisey Provenance solves that problem by embedding review directly into the workflow.
Instead of:
- Disclaimers
- Warnings
- “Just be careful” reminders
Caisey Provenance provides:
- A clear approval action
- A visible approval badge
- A permanent, verifiable record
This allows firms to use AI confidently, without sacrificing professional responsibility.
🎖️ What Happens When an Attorney Approves AI Work?
When an attorney clicks Approve on a Caisey Summary or Answer, they are confirming that:
✅ They have reviewed the AI‑generated content
âś… They have reviewed the underlying source document(s)
âś… The information is accurate and appropriate for use
Once approved:
- The item appears in Caisey Provenance
- An Attorney Approved badge is displayed
- The approval is tied to the specific attorney
- The approval date is recorded
- A verification record is preserved by the system
This approval can be removed or re‑applied by an attorney at any time, ensuring flexibility while maintaining accountability.
🛡️Only Licensed Attorneys can approve Caisey Answers and Summaries
Attorney approval in Caisey is intentionally restricted.
Only licensed attorneys may approve or remove approval from a Caisey Summary or Caisey Answer.
This is by design. Approval is a professional act, not a “reviewed” checkbox or a passive signal. When an attorney approves AI‑generated content (Caisey Answers and Summaries), they are applying their legal judgment and taking responsibility for that work product.
To support this responsibility, Casefriend uses a proprietary attorney‑verification process to validate which users at your firm are eligible to approve AI-generated work.
Verification is performed at the individual attorney level and is required before approval permissions are enabled. Only verified attorneys can approve or remove approval from Caisey Answers and Summaries.
Firm administrators have full visibility into attorney verification status.
Within User Details, admins can clearly see whether an attorney has been verified and is eligible to approve Caisey Answers and Summaries. This makes approval authority transparent and easy to manage at the firm level.
Verified Attorney user:
Unverified Attorney user:
Request attorney verification
If an attorney at your firm needs to be verified, the attorney can request verification through Casefriend Support.
The attorney should send an emial to: ai@casefriend.
Subject: Attorney Verify
Body: include only your bar number and issuing state
Verification is reviewed by Casefriend before approval permissions are enabled. Once verified, the attorney can immediately approve or remove approval from Caisey Answers and Summaries.
This process ensures that approval authority is intentional, controlled, and auditable, and that Caisey Provenance reflects attorney‑reviewed work your firm can rely on with confidence.
đź§How It Works
In Caisey Answers
When an attorney reviews a Caisey Answer, an "Approve this Answer" link will appear alongside an empty Approval Badge.
When the attorney clicks Approve this Answer, they affirm, they have reviewed the answer, the underlying Case document and have approved this answer for use by the firm.
Once approved the Badge is highlighted and the attorney's initials appear next to the Approval
In Caisey Summaries
When an attorney reviews a Caisey Summary, an "Approve this Answer" button will appear alongside an empty Approval Badge.
When the attorney clicks Approve this Summary, they affirm, they have reviewed the Summary, the underlying Case document and have approved this answer for use by the firm.
The Approval badge also appears in the Doc Browser along with the Verification ID.
📍 What You’ll See on the Caisey Provenance Page
The Caisey Provenance page is a firm‑wide view of trusted AI work.
Here, users can see:
âś… Approved Caisey Summaries
âś… Approved Caisey Answers
âś… The source document or question
âś… The approving attorney
âś… The approval date
Only items that have been explicitly approved by an attorney appear here.
This means:
- Attorneys know what work has already been validated
- Staff know what information can be relied upon
- Firms avoid re‑reviewing the same AI output repeatedly
đź§ How Firms Use Caisey Provenance in Practice
Firms use Caisey Provenance to:
âś… Reuse approved summaries across teams
âś… Rely on approved answers during case strategy discussions
âś… Onboard new attorneys faster with trusted AI work already in place
âś… Demonstrate responsible AI governance
Caisey Provenance turns AI from a personal productivity tool into a firm‑level system of record.
Caisey's Answers
Your questions and Caisey's Answers are only visible to your from the Chat History tab.
Approved Answers are distinguished by the Approved badge and can be seen by all users at your firm.
Chat History |
Approved Answers (new) |
⚖️ What Caisey Provenance Is, and Is Not
Caisey Provenance is:
- A record of attorney‑approved AI work
- A workflow that operationalizes ethical review
- A system designed for accountability and defensibility
Caisey Provenance is not:
- A claim that AI is infallible
- A replacement for attorney judgment
- Automatic or implicit approval
Approval is always intentional and explicit.
❓Caisey Provenance – Frequently Asked Questions (FAQ)
❓What is Caisey Provenance?
🟰Caisey Provenance is Casefriend’s system for recording and displaying attorney‑approved AI work. It creates a clear, auditable record showing when a licensed attorney has reviewed and approved a Caisey Summary or Answer, who approved it, when it was approved, and which source document(s) it is based on.
❓Why does Caisey Provenance exist?
🟰Professional responsibility rules require that AI‑generated content be reviewed and verified before it is relied upon. Caisey Provenance exists to make that review real, consistent, visible, and defensible, rather than informal or implied.
❓What problem does Caisey Provenance solve for firms?
đźź°Before Provenance, firms often relied on disclaimers, warnings, or informal review habits. Caisey Provenance replaces those with a clear approval action, a visible approval indicator, and a permanent verification record, allowing firms to use AI confidently without sacrificing accountability.
❓What happens when an attorney approves a Caisey Summary or Answer?
When an attorney approves AI‑generated work, they are confirming that:
- They have reviewed the AI‑generated content
- They have reviewed the underlying source document(s)
- The information is accurate and appropriate for use
đźź°Once approved, the item receives an Attorney Approved badge, the approving attorney is recorded, the approval date is preserved, and the verification record becomes part of Caisey Provenance.
❓Can an approval be removed or changed?
🟰Yes. An approval can be removed or re‑applied at any time by a verified attorney. This allows flexibility while preserving accountability and an accurate record of the approval status.
❓Who is allowed to approve Caisey Answers and Summaries?
đźź°Only licensed attorneys who have been verified by Casefriend are allowed to approve or remove approval from Caisey Answers and Summaries. Other users can view approval status but cannot take approval actions.
❓How does Casefriend verify attorneys?
🟰Casefriend uses a proprietary attorney‑verification process to confirm which users at a firm are eligible to approve AI‑generated work. Verification is performed at the individual attorney level and is required before approval permissions are enabled.
❓Can firm administrators see which attorneys are verified?
đźź°Yes. Firm administrators can clearly see whether an attorney is verified and eligible to approve Caisey Answers and Summaries within the User Details area. This gives firms direct visibility into who holds approval authority.
❓How does an attorney get verified?
đźź°If an attorney needs to be verified, the attorney can request verification by sending an email to ai@casefriend.com with the subject: attorney verify and the body: bar number + issuing state. Verification is reviewed by Casefriend, and once approved, the attorney can immediately approve or remove approval from Caisey Answers and Summaries.
❓What is the Caisey Provenance page?
🟰The Caisey Provenance page is a firm‑wide view of trusted AI work. It shows only items that have been explicitly approved by an attorney, including approved Caisey Summaries and Answers, their source documents or questions, the approving attorney, and the approval date.
❓Who can see items on the Caisey Provenance page?
🟰All users at the firm can view approved items on the Caisey Provenance page. Only attorney‑approved work appears there.
❓How does Provenance help attorneys and staff day to day?
🟰Caisey Provenance helps firms avoid re‑reviewing the same AI output repeatedly, allows attorneys to quickly see what has already been validated, and lets staff know which information can be relied upon with confidence.
❓How is Caisey Provenance used in practice?
đźź°Firms use Provenance to reuse approved summaries across teams, rely on approved answers during case strategy discussions, onboard new attorneys more efficiently, and demonstrate responsible AI governance.
❓Is Caisey Provenance a claim that AI is always correct?
đźź°No. Caisey Provenance does not claim that AI is infallible. It exists to ensure that AI output is reviewed and adopted by a licensed attorney before it is relied upon.
❓Does Caisey Provenance replace attorney judgment?
đźź°No. Caisey Provenance is not a replacement for attorney judgment. It is a system that records when attorney judgment has been applied.
❓Is approval automatic or implied?
🟰No. Approval is always explicit and intentional. AI‑generated content is not considered approved unless an attorney takes a deliberate approval action.
❓Why does Caisey Provenance matter for firms?
🟰With Caisey Provenance, AI work is no longer “just AI,” review is no longer informal or invisible, and accountability is no longer assumed, it is recorded. This allows firms to capture AI’s speed without compromising responsibility.
❓How does Casefriend handle privacy and confidentiality?
🟰Casefriend is committed to protecting client privacy and the integrity of the attorney‑client relationship. For more information, firms can review Casefriend’s AI Promise and Privacy Policy.
Our Commitment to Privacy
Casefriend is committed to your privacy and protecting the integrity of the attorney client relationship.
Read our AI Promise here: Our AI Promise - Casefriend
Read our Privacy Police here: Privacy Policy - Casefriend
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