KamiwazaAI

What KamiwazaAI does

Kamiwaza.ai is an enterprise AI orchestration platform designed for regulated industries and government operations. It enables AI to operate across distributed environments without requiring data migration or reformatting, and without weakening security controls. The platform ensures that every AI action remains within the security perimeter. Kamiwaza connects enterprise data and AI models by providing a layer that brings data, context, and action together securely. It builds and maintains a living ontology to ground AI in up-to-date enterprise context, reducing hallucinations. Governed tooling ensures AI actions adhere to policy, with security enforced at the tool level and Relationship-Based Access Control (ReBAC) ensuring permissions are enforced and actions are auditable. Kamiwaza aims to empower enterprises for the 5th industrial revolution, envisioning a future where AI seamlessly integrates into every facet of enterprise operations, driving innovation, efficiency, and growth, and enabling autonomous decision-making processes in real-time. The core offering is a uniquely designed Gen AI stack.

Products

• Distributed Data Engine (DDE)Creates a unified access layer across distributed systems (on-prem, cloud, edge, classified networks), enabling AI to query, combine, and act on data without replication or re-indexing. Access controls are enforced at the data source.
• Inference MeshA silicon-agnostic AI workload orchestrator that runs inference across various compute types and sources on a single platform, eliminating hardware vendor lock-in and scaling AI workloads across any silicon (GPU or CPU) without manual tuning.
• Context Manager and OntologyEnsures AI acts on the most current source of truth by automatically discovering and mapping relationships across files, systems, and policies in real-time, creating a dynamic knowledge layer for structured and unstructured data.
• Apps and ToolsProvides fast and easy ways to run AI solutions and agents inside the firewall, freeing developers from lengthy deployment processes.
• ARIA (Accessibility Remediation Intelligence Agent)A Smart City solution developed with HPE and NVIDIA that identifies critical accessibility issues and produces compliant, review-ready updates at scale.
• Kamiwaza WorkroomsUses the ReBAC model to maintain governed collaboration boundaries for work teams, ensuring access to tools and data aligns with the correct working context.

Key capabilities

• Secure AI orchestration platform
• Distributed AI orchestration without data migration
• Living Ontologies for real-time context
• Governed Tooling with Relationship-Based Access Control (ReBAC)
• Security enforced end-to-end from data access through execution
• Unified access layer across distributed systems (on-prem, cloud, edge, classified networks)
• Silicon-agnostic AI workload orchestration
• Contextual authorization
• Comprehensive audit trail
• Connects to all data sources (private servers, public clouds, laptops, cameras, edge devices)
• Processes data without reformatting (structured and unstructured data, images, videos, handwritten notes)
• Automated data ontology building and maintenance
• Policy-based security for sensitive data (e.g., GDPR, HIPAA)
• Hybrid and multi-cloud orchestration (AWS, Azure, GCP, private clouds, on-premise)
• Architectural IP protection
• Automated internal AIOps & workflows
• Secure customer AI enablement
• Platform auditability
• Traces user activity, agent activity, authorization decisions, execution events, and released outputs
• Zero data movement

Use cases

• Making AI operational across distributed environments
• Grounding AI in up-to-date enterprise context to reduce hallucinations
• Enabling AI to access data and take action through governed tools
• Identifying critical accessibility issues and producing compliant updates (ARIA)
• Transforming 3-4 day quote generation to real-time processing with intelligent document automation
• Turning legacy weather data into real-time emergency response intelligence
• Securely querying and processing data from any database, legacy system, or edge location
• Running inference across many different compute types and sources
• Overcoming security and data sovereignty challenges with AI
• Ensuring AI acts on the source of truth in real-time
• Deploying AI features consistently across cloud, customer's cloud, and on-premise servers
• Analyzing and improving source code, algorithms, and R&D data with AI without moving IP
• Automating complex processes like intelligent incident response, CI/CD optimization, or cross-functional reporting (AIOps)
• Offering powerful AI features within products that run securely on customer's data in their environment
• Real-time fraud detection across channels in financial services
• Risk assessment at market speed in financial services
• Compliant AI for global operations in financial services
• Intelligent document processing for loan applications, trading agreements, compliance reports, and insurance claims
• Automating compliance workflows in place without moving sensitive data
• Analyzing European customer data within GDPR boundaries
• Validating healthcare records within HIPAA controls
• Verifying financial data for SOX without centralization
• Automating accessibility compliance (e.g., Section 508)
• Continuous, automated document analysis against internal policies for audit preparation
• Automating data capture and audit trail generation across AP systems for SOX controls
• Automating real-time quote generation while maintaining HIPAA compliance
• Transforming massive historical datasets into actionable insights for emergency management

AI approach

Kamiwaza.ai provides an AI orchestration platform designed for distributed data environments, particularly in regulated industries and government. It connects existing AI models with enterprise data without migration, using a 'living ontology' to provide context and 'governed tooling' for secure actions. The platform includes a Distributed Data Engine (DDE) for unified access across systems and an Inference Mesh for silicon-agnostic AI workload orchestration. It emphasizes security through Relationship-Based Access Control (ReBAC) and auditability. Kamiwaza's core offering is a uniquely designed Gen AI stack.

Tech named: Gen AI stack, living ontology, governed tooling, Distributed Data Engine (DDE), Inference Mesh, Relationship-Based Access Control (ReBAC), visual language models

Industries served

• Regulated industries
• Government operations
• Technology innovators
• Financial services
• Healthcare
• Public sector

What it says sets it apart

• Processes intelligence where data lives, enabling transformation without compromise
• First distributed AI orchestration platform
• Orchestration without migration
• Execution without compromise
• Secure AI orchestration built for regulated industries and government operations
• AI actions stay inside security perimeter
• Living ontology that maps relationships across files, systems, and policies in real time
• Governed tooling with Relationship-Based Access Control (ReBAC)
• Distributed Data Engine (DDE) for unified access across distributed systems without replication or re-indexing
• Inference Mesh for silicon-agnostic AI workload orchestration
• Overcomes "data gravity" problem by connecting to every data source without moving data
• Uses data without reformatting (structured and unstructured)
• Enforces security based on real organizational relationships, preventing data leakage
• Integrates with existing systems, silos, and security processes
• Builds for growth and innovation, not just functional output
• Focuses on measurable business impact and ROI
• Automates compliance workflows in place without moving sensitive data
• Architectural IP protection: sensitive algorithms and R&D data are never exposed or moved unnecessarily
• True hybrid and multi-cloud orchestration from a single control plane
• Regulatory compliance by design for financial services
• Microsecond performance for financial services without centralization delays
• Enterprise security integration with existing IAM infrastructure
• Stack compatibility with legacy systems

Funding rounds we track

From the AI funding tracker — rounds as reported by the linked publications.