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What is Liminal?

Liminal is a secure AI enablement platform that becomes the place AI happens inside a regulated organization. Employees reach models from Anthropic, OpenAI, Google and other providers through one governed interface, and protection is applied inside the prompt before anything leaves the organization. That design answers a tradeoff most organizations are stuck in. Restrict AI access and employees route around it, taking the exposure somewhere nobody can see. Allow open access and regulated information flows into third-party systems with no record of what went where. Liminal makes the compliant path the convenient one, so there is nothing to route around. Protection happens inside the prompt. Before text leaves the organization, sensitive terms are recognized and handled according to rules the organization defines by data category: replaced with tokens, removed entirely, flagged for the user, or stopped outright. Tokens are swapped back when the response returns, so the employee reads something coherent while the provider never receives the underlying information. Nothing has to be scrubbed by hand. Model choice stays open. Policy-based routing directs traffic without anyone configuring controls provider by provider, and there are no separate contracts or security reviews for each vendor added. Everything is recorded as it happens: which person, which model, which rules fired, what was caught. Auditors and examiners get evidence produced at the moment of the interaction rather than assembled afterward, and the same records can feed existing security tooling so AI activity sits alongside everything else being reviewed. Internal systems connect through MCP, letting people bring real organizational context into their work without copying data into unmanaged tools. Existing permissions carry through. Infrastructure is single-tenant. Authentication runs through SSO with role-based authorization. Organizations in banking, insurance, healthcare, education, g

What is DueDel?

DueDel is a comprehensive AI-driven due diligence and risk management platform built to help financial institutions research entities faster, detect hidden risks, and produce high-quality intelligence at scale. Using advanced machine learning and NLP techniques, DueDel scans vast volumes of news, filings, sentiment data, litigation history, and stakeholder relationships to surface issues that could impact investment or compliance decisions. The workflow is simple: enter the target entity, apply relevant keywords, and launch an automated assessment that produces a consolidated report within minutes. These reports include sentiment shifts, reputational risk indicators, early warnings, and structured visual summaries crafted for executives and decision-makers. DueDel’s automation reduces manual research from days to minutes while improving accuracy by removing human bias and uncovering non-obvious patterns. Investors, analysts, and compliance teams benefit from consistent, data-backed insights that fit seamlessly into their existing operational systems. Its founders bring years of experience from AI research labs in Singapore, working at the intersection of finance, AI safety, and regulatory compliance. In addition to DueDel Risk Assessment, the team is also developing a unified AI Guardrails Platform aligned with SEBI and RBI guidelines to help fintechs adopt safe and compliant AI systems. Recognized at the Global FinTech Fest 2025, the platform has gained traction among top financial institutions. DueDel is shaping the future of risk intelligence by bringing research-driven AI from the lab into real-world dealmaking, underwriting, and compliance workflows.

Media

Media

No images available

Integrations Supported

AWS AI Services
Amazon Web Services (AWS)
Confluence
Dropbox
Google Drive
Microsoft 365
Microsoft Entra ID
Microsoft OneDrive
Microsoft SharePoint
Notion
Okta
OneLogin
OpenAI
Perplexity
Ping Identity
Salesforce
Slack
Snowflake
Splunk Enterprise Security
Sumo Logic

Integrations Supported

API Availability

API Availability

Pricing Information

Per-user subscription with unlimited access to every supported model. Typically 40 to 60 percent below ChatGPT Enterprise, Claude Teams, or Microsoft Copilot subscriptions. Pricing available on request.

Pricing Information

$0
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Chromebook

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Standard Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
On-Site Training

Company Facts

Organization Name

Liminal

Company Location

United States

Company Website

www.liminal.ai/

Company Facts

Organization Name

DueDel

Company Location

India

Company Website

duedel.com

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
Multi-Language
Natural Language Processing
Process/Workflow Automation
Rules-Based Automation

Generative AI

Not specified

Categories and Features

AI Governance

Not specified

Due Diligence

Not specified

Risk Management

Not specified

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