Citra AI

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About Citra AI

Citra AI provides a platform for enterprises to operationalize high-stakes decisions such as insurance claims, bank loans, and vendor KYC. The system accepts decision descriptions in plain English and generates either a Decision App with a user interface or a headless Decision API that recommends actions. Each recommendation includes evidence, and human officers approve or reject the call. All decisions, reasoning, and outcomes are stored in a decision memory owned by the company, creating a permanent record of institutional judgment. The platform learns continuously from officers’ real-world decisions, improving recommendations over time and reducing operational costs by 40–70%. It is designed for regulated industries including banking, insurance, healthcare, and government, offering dedicated private-cloud deployment with full data sovereignty and audit trails. Citra AI supports high-volume batch and event pipelines, allowing IT teams to build workflows in plain English that evaluate items against rules, score results, and produce reports. The system also includes an operations chat for querying operational data and live dashboards for real-time decision tracking and KPIs.

Key features

  • Self-improving Decision Apps and headless Decision API
  • Decision Memory capturing recommendations, human decisions, reasoning, and outcomes
  • Ontology-Defined Governance for controlled AI actions
  • Operations Workflow for batch and event pipelines
  • Operations Chat for querying operational data
  • Live Dashboards for real-time decision tracking
  • MCP-based governed access to SQL, Mongo, S3, and REST APIs
  • Sovereign deployment with open-source models in private cloud

Use cases

  • Automating insurance claim approvals with human oversight
  • Processing bank loan applications under regulatory compliance
  • Conducting vendor KYC checks with audit trails

Pros

  • Self-improving recommendations based on captured human judgment
  • Permanent decision memory retaining institutional knowledge
  • Ontology-defined governance restricting unapproved model actions
  • 40–70% reduction in operational costs through automation
  • Sovereign deployment with zero third-party data egress

Cons

  • Private-cloud deployment may require significant infrastructure investment
  • Limited to regulated industries with high-stakes decisions
  • No mention of free tier or open-source community support

Frequently asked questions about Citra AI

What is Citra AI and what does it do?

Citra AI is a sovereign enterprise AI platform that enables organizations to operationalize high-stakes decisions such as insurance claims, bank loans, and vendor KYC. It generates Decision Apps or headless Decision APIs that recommend actions with evidence, which human officers can approve or reject. All decisions, reasoning, and outcomes are stored in a company-owned decision memory.

Who is Citra AI designed for?

Citra AI is designed for regulated industries including banking, insurance, healthcare, and government where decisions carry significant financial and accountability implications. It is built for operations teams, claims departments, lending desks, and IT teams that require high-volume decision-making with governance and auditability.

How does Citra AI improve decision-making over time?

Citra AI continuously learns from officers' real-world decisions, improving its recommendations over time. The platform captures every approve, reject, and reasoning into a decision memory, preserving institutional judgment even after employees leave. This self-improving process reduces operational costs by automating routine cases within policy gates.

What kind of governance and control does Citra AI provide?

Citra AI uses ontology-defined governance to specify exactly what the AI can and cannot do, ensuring every action is approved or auditable. It operates in a dedicated single-tenant private cloud with zero third-party data egress, providing full data sovereignty and audit trails for compliance and accountability.

Can Citra AI integrate with existing systems and data sources?

Yes, Citra AI supports MCP-based governed access to SQL, MongoDB, S3, and REST APIs without requiring data copying or ETL processes. This allows seamless integration with existing operational workflows and data sources while maintaining governance and data sovereignty.

How do I get started with Citra AI?

To get started, describe your decision process in plain English, and Citra AI will generate either a Decision App with a user interface or a headless Decision API. The platform offers dedicated private-cloud deployment, so you can begin operationalizing decisions with full control and governance from day one.

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