/Products
AI
DRAFTING ASSISTANT
AI that knows case history and client preference to get smarter with each new case.
01
Key Features.
Our AI drafting tools have capabilities that are enriched with all key case data points: client information, uploaded documents, attorney writing preferences, communications history and most recent case adjudication data. This enables Manifest O.S.-powered attorneys to achieve higher approval rates than the national average.
01
Key Features.
Our AI drafting tools have capabilities that are enriched with all key case data points: client information, uploaded documents, attorney writing preferences, communications history and most recent case adjudication data. This enables Manifest O.S.-powered attorneys to achieve higher approval rates than the national average.
01
Key Features.
Our AI drafting tools have capabilities that are enriched with all key case data points: client information, uploaded documents, attorney writing preferences, communications history and most recent case adjudication data. This enables Manifest O.S.-powered attorneys to achieve higher approval rates than the national average.
01
Key Features.
Our AI drafting tools have capabilities that are enriched with all key case data points: client information, uploaded documents, attorney writing preferences, communications history and most recent case adjudication data. This enables Manifest O.S.-powered attorneys to achieve higher approval rates than the national average.
01
Key Features.
Our AI drafting tools have capabilities that are enriched with all key case data points: client information, uploaded documents, attorney writing preferences, communications history and most recent case adjudication data. This enables Manifest O.S.-powered attorneys to achieve higher approval rates than the national average.
01
Practice Area
Specialization.
Manifest OS-powered law firms do not directly share AI-generated documents with clients. Instead the lawyers follow a comprehensive multi-step review and revision process.
AI drafts are always reviewed and edited by paralegals who exercise their own legal judgement.
The AI scores the data it uses as strong, medium or weak to ensure attorneys are called out to spend more time reviewing lower-confidence fields.
All applications are subject to second-chair oversight or secondary review by an experienced supervising attorney. No case proceeds to filing, submission, or final disposition without review and approval by another qualified attorney.
Many cases are reviewed by internal case adjudicators who are former USCIS employees.
AI drafts are always reviewed and edited by paralegals who exercise their own legal judgement.
The AI scores the data it uses as strong, medium or weak to ensure attorneys are called out to spend more time reviewing lower-confidence fields.
All applications are subject to second-chair oversight or secondary review by an experienced supervising attorney. No case proceeds to filing, submission, or final disposition without review and approval by another qualified attorney.
Many cases are reviewed by internal case adjudicators who are former USCIS employees.
02
Attorney-in-the-loop.
Attorney-in-the-loop
Trained on immigration law workflows and evidence standards, USCIS requirements and RFE patterns. Legal writing enhanced with domain-specific expertise.
03
Context-Aware
Drafting.
Context-Aware
Drafting.
Every statement is cross-referenced against case documents. The system knows what you've filed before, and what you need to do next.
04
Continuous Improvement.
Continuous
Improvement.
Because Manifest OS attorneys work entirely within the OS, the system captures every edit, comment, and piece of feedback on AI drafts. The Drafter sees what attorneys change, why they change it, and what leads to approvals. The system learns from every case and gets better with every edit.
05
Professional-Grade
Output.
Matches the tone, structure, and standards of experienced legal writing. Ready for attorney review, not complete rewrites.
"At Manifest OS, we operate in high-stakes legal work where "almost right" is wrong. Lawyers make the final call with AI as a force multiplier: better evidence, proactive case management, and a more seamless client experience."
Product Manager AT MANIFEST
Ex-Staff Product Manager at TurboTax focused, on AI
"At Manifest OS, we operate in high-stakes legal work where "almost right" is wrong. Lawyers make the final call with AI as a force multiplier: better evidence, proactive case management, and a more seamless client experience."
Product Manager AT MANIFEST
Ex-Staff Product Manager at TurboTax focused, on AI
"At Manifest OS, we operate in high-stakes legal work where "almost right" is wrong. Lawyers make the final call with AI as a force multiplier: better evidence, proactive case management, and a more seamless client experience."
Product Manager AT MANIFEST
Ex-Staff Product Manager at TurboTax focused, on AI
"At Manifest OS, we operate in high-stakes legal work where "almost right" is wrong. Lawyers make the final call with AI as a force multiplier: better evidence, proactive case management, and a more seamless client experience."
Product Manager AT MANIFEST
Ex-Staff Product Manager at TurboTax focused, on AI
"At Manifest OS, we operate in high-stakes legal work where "almost right" is wrong. Lawyers make the final call with AI as a force multiplier: better evidence, proactive case management, and a more seamless client experience."
Product Manager AT MANIFEST
Ex-Staff Product Manager at TurboTax focused, on AI
02
02
The Problem with Generic AI Tools.
The Problem with Generic AI Tools.
Current AI writing tools are context-blind. They do not know your client's specific situation, case history, or the detailed requirements of your practice area.
Current AI writing tools are context-blind. They do not know your client's specific situation, case history, or the detailed requirements of your practice area.
The result
The result
I.
Generic AI is often not integrated with attorney workflows and is context-blind about case details such as document and communications history.
Generic AI is often not integrated with attorney workflows and is context-blind about case details such as document and communications history.
II.
Output is generic, obviously AI-generated, and requires heavy editing.
Output is generic, obviously AI-generated, and requires heavy editing.
Generic AI adds steps to your workflow instead of eliminating them.
Generic AI adds steps to your workflow instead of eliminating them.
03
03
Our Unique Advantage.
Our Unique Advantage.
Our Unique
Advantage.
Most SaaS legal tech companies lack visibility into the full case.
Most SaaS legal tech companies lack visibility into the full case.
Manifest OS AI is deeply embedded inside attorney-client workflows and is continuously trained.
Every document, communication, or collaboration point enhances the knowledge of AI about a case and improves the quality of a draft.
HRIS/ATS integration feeds raw candidate data to train AI candidate evaluation engine for corporate immigration cases.
AI learns attorney's individual writing style to improve personalization.
NO AI generated draft is shared with the client before it goes through multiple rounds of review and edits.
Manifest OS AI is deeply embedded inside attorney-client workflows and is continuously trained.
Every document, communication, or collaboration point enhances the knowledge of AI about a case and improves the quality of a draft.
HRIS/ATS integration feeds raw candidate data to train AI candidate evaluation engine for corporate immigration cases.
AI learns attorney's individual writing style to improve personalization.
NO AI generated draft is shared with the client before it goes through multiple rounds of review and edits.
This only works because we operate the full stack.
This only
works because we control the full stack.
This only works because we operate the full stack.
The case management system, the attorney workflows, and the practice area specialization. Standalone AI tools can't see what we see.
The case management system, the attorney workflows, and the practice area specialization. Standalone AI tools can't see what we see.
The case management system, the attorney workflows, and the practice area specialization. Standalone AI tools can't see what we see.
The result
I.
Generic AI is often not integrated with attorney workflows and is context-blind about case details such as document and communications history.
II.
Output is generic, obviously AI-generated, and requires heavy editing.
III.
Most immigration-focused AI tools are trained on AAO decisions, which represent <2% of all USCIS-issued decisions.
POWERING THE FUTURE OF LAW
Aligned. Intelligent. Human.
Manifest OS enables its exclusive law firms to provide legal services faster and focus on what matters. We do that by powering them with a unified brand standard, centralized back office, and powerful AI-native software suite.
POWERING THE FUTURE OF LAW
Aligned. Intelligent. Human.
Manifest OS enables its exclusive law firms to provide legal services faster and focus on what matters. We do that by powering them with a unified brand standard, centralized back office, and powerful AI-native software suite.
POWERING THE FUTURE OF LAW
Aligned. Intelligent. Human.
Manifest OS enables its exclusive law firms to provide legal services faster and focus on what matters. We do that by powering them with a unified brand standard, centralized back office, and powerful AI-native software suite.
POWERING THE FUTURE OF LAW
Aligned. Intelligent. Human.
Manifest OS enables its exclusive law firms to provide legal services faster and focus on what matters. We do that by powering them with a unified brand standard, centralized back office, and powerful AI-native software suite.
COMPANY
Location
333 Park Ave S
Office 3C
New York NY 10010
Disclaimer: Manifest Legal Tech, Inc. and Manifest OS is not a law firm and does not provide legal services. Nothing on this website is intended to be legal advice or attorney advertising. Any legal services are provided by Manifest O.S.-powered law firms available at www.manifestlaw.com
COMPANY
Location
333 Park Ave S
Office 3C
New York NY 10010
Disclaimer: Manifest Legal Tech, Inc. is not a law firm. Any legal services are provided by Manifest-powered law firms available at www.manifestlaw.com
COMPANY
Location
333 Park Ave S
Office 3C
New York NY 10010
Disclaimer: Manifest Legal Tech, Inc. and Manifest OS is not a law firm and does not provide legal services. Nothing on this website is intended to be legal advice or attorney advertising. Any legal services are provided by Manifest O.S.-powered law firms available at www.manifestlaw.com
COMPANY
Location
333 Park Ave S
Office 3C
New York NY 10010
Disclaimer: Manifest Legal Tech, Inc. and Manifest OS is not a law firm and does not provide legal services. Nothing on this website is intended to be legal advice or attorney advertising. Any legal services are provided by Manifest O.S.-powered law firms available at www.manifestlaw.com
Disclaimer: Manifest Legal Tech, Inc. is not a law firm. Any legal services are provided
by Manifest-powered law firms available at www.manifestlaw.com