Enterprize-grade
From silicon to production
Sovereign by design
Invergent provides the hardware, software and orchestration to move from pilots to production: multi-GPU appliances, a visual no-code automation studio, and agentic AI for complex, document-heavy processes.
Enterprise AI + ML infrastructure
Pre-packaged rack units with base H/W, H/SW, H/A, and orchestration tools
Encrypted data: fine-tuning, archived, and private inference
Built-in observability, automation, and RBAC
No-code platform for complex workflows
Visual designer for flows: connectors across apps and infrastructure
Management for EO/BOC/BCM data connectors and pipelines
Governance: versioning, audit, role, and policy
Agentic AI for planning and execution
Multi-modal reasoning over private knowledge and documents
Task decomposition, isolation & self-execution sandbox
Tunable autonomy with approvals and guardrails
DenseMAX accelerators provide performance with low-overhead kernels, secure boot, containerization, data-plane isolation, fine-tuning, and inference.
Orchestrate LLMs, tasks, and deterministic UIs. Build robust flows with retries, checkpoints, and SLA deadlines.
Agentic intelligence Surogate agents plan, test, roll back, and validate actions against policy—reducing manual review while keeping humans in control.
Power up, connect, and start serving models within minutes.
Run unlimited inference and fine-tuning workloads on a fixed-cost platform. Eliminate unpredictable API fees and cloud usage spikes, ensuring clear and controllable budgeting over time.
Adapt large language models to your organization’s specific terminology, workflows, and compliance needs. Fine-tune securely on internal data to create AI that speaks your business language.
Private Inference + RBAC
DenseAI task servers
Observability stack
Vector store + connectors
Policy engine & RBAC
AI agents that act across systems and APIs
HMI, review console
We tailor deployments to your data boundaries, compliance needs and operational realities.
Rising fraud, complex regulations, and growing data volumes strain financial institutions. AI enables real-time detection, compliance automation, and smarter customer insights.
Real-time fraud detection
Automated risk & compliance reporting
Personalized customer insights
Faster reconciliations and audit workflows
Massive networks and demanding customers require constant optimization. AI enhances service reliability, predicts churn, and streamlines support at scale.
Predictive network optimization
AI-powered customer support
Churn prediction & retention strategies
Automated billing & revenue assurance
Healthcare faces data overload, rising costs, and compliance demands. AI supports clinicians with faster insights, secure patient care, and better outcomes.
Clinical decision support for diagnostics
Accelerated medical imaging analysis
Virtual patient assistants for scheduling
On-premise AI for HIPAA/GDPR compliance
Production downtime, quality issues, and supply chain volatility impact efficiency. AI drives predictive maintenance, defect detection, and smarter planning.
Predictive maintenance of equipment
Automated defect detection in production
Demand forecasting & supply chain optimization
AI-driven worker safety monitoring
Shoppers expect personalization, speed, and seamless experiences. AI empowers retailers with tailored recommendations, accurate demand forecasting, and loss prevention.
Personalized Shopping
Customer Service
Demand Forecasting
Loss Prevention
Omnichannel Experience
Governments and agencies struggle with limited resources, rising citizen expectations, and security concerns. AI improves service delivery, decision-making, and infrastructure management.
Smart Governance
Public Safety
Healthcare & Social Services
Infrastructure Management
Policy & Research
Built-in trust: safeguarding data, enforcing policies, and meeting global compliance standards.
RBAC, SOC, GPU card secure keys, secret vault, network isolation, enclaves, and secure I/O layers.
Deploy in enterprise VPC, for VPC residency and network isolation. Keep data inside your boundary.
Single-tenant options for sensitive workloads; hybrid topologies for burst and DR.
Redaction, PI handling, content filters and throttling. Enforce policies and bounded AI runtime.
Encrypted at rest and in transit, secure boot, TPM attestation, sandboxing, and resource isolation.
Versioning, roll-backs, lineage, dataset cards and reproducible fine-tuning.
ISO 27001
SOC 2 Type II (in progress)
GDPR / Schrems II guidance
HIPAA-ready architectures
Bring a real use case. We’ll show you the path to production in weeks, not quarters.
Enterprise AI that delivers: secure, sovereign-by-design, predictable, at scale. From POC to production with DenseMAX appliances, Digital Automation, and Surrogate Agents.
