Building AI is complex. Users should never know.

Users see a clean chat and a fast answer. Underneath, we run the models, data, security and safety layers that make it trustworthy.

SURFACE // what users seeClean chat interfaces, simple prompts, lightning-fast responses.

MODELS AND ORCHESTRATIONModel selection, multi-agent coordination, context assembly (MCP).

DATA AND INFRASTRUCTUREVector databases, RAG pipelines, GPU management, Kubernetes load balancing.

SECURITY AND OPERATIONSAuthentication, PII masking, observability, cost attribution.

SAFETYModel training pipelines, bias detection, output validation.

Enterprise core + custom development

Built for speed. Designed for your business.

Every project starts from our enterprise core, so you never pay to rebuild the basics.

Enterprise core (included)Production-ready infrastructure, RBAC security, API layers and core AI services, already built, tested and ready to deploy.
Custom development (tailored)The functionality that makes the product yours: business workflows, industry features and enterprise-specific logic.

// PRIVATE AI STACK

Sovereign AI without public cloud AI services.

An integrated platform for full control over data, models, security and compliance.

Scalovate AI AppsRAG, bots, custom enterprise AI apps

vLLMHigh performance inference

Cisco AI DefenseRuntime protection, model validation

Red Hat OpenShift AIPipelines, models, workbenches

Red Hat OpenShiftEnterprise Kubernetes

Cisco AI StackCompute, network, storage

CiscoRed HatCanonical

DellLenovoOracleHPE

// SECURE ARCHITECTURE

The foundation for secure scaling.

Zero data leakage, on-premise deployment and enterprise-grade security. Every request stays inside your perimeter.

SECURE ENTERPRISE PERIMETER

UserClient or internal request

Auth gatewaySSO, OAuth2, role-based access

AI modelsChoice of LLMs served by vLLM

AI agents / MCPSecure context gateway

Security and auditEncryption, access policies, all access logged

Structured: SQL, Postgres, MongoDB, OracleUnstructured: file stores, PDFs, documentsAPIs: internal, CRM, ERP, LoB

Zero data egress

Data never leaves your premises. An air-gapped option gives complete network isolation.

Encrypted and controlled

TLS and AES end to end, with granular resource-level permissions.

Compliance ready

Built to support GDPR, HIPAA and SOC 2 requirements, with audit logs and compliance reports.

<70mscontext retrieval

99.9%uptime SLA

100%data sovereignty

0data egress

// INDUSTRY VERTICALS

Platform patterns by sector.

The same private core—RAG, RBAC, vLLM, zero egress—configured for the compliance, latency and integration profile your vertical demands.

GOVERNMENT

Public sector

Sovereign on-prem or dedicated VPC stacks, classified and citizen-data separation, long-retention audit logs, and SSO integration with government identity providers.

Why this platformProve where data lives, block external LLM egress by policy, and scale assistants across ministries without per-seat SaaS tax.

OIL & GAS

Energy and resources

Edge-friendly deployments, engineering document RAG at scale, GPU profiles for local inference at site or HQ, and Cisco-aligned secure compute/network layers.

Why this platformOperate when cloud AI is unavailable, keep subsurface and operational knowledge inside the firewall, and attribute GPU cost to assets and fields.

RETAIL

Retail and consumer

Hybrid stacks: private RAG for pricing and ops data, optional public burst for non-sensitive workloads, Firebase/GCP paths for customer-facing apps via QalamIDE where appropriate.

Why this platformLaunch MVPs quickly while keeping PII and trading data on controlled infrastructure—and swap models without rewriting apps.

HEALTHCARE

Healthcare providers

PHI-safe private inference, permission-scoped clinical admin assistants, Elasticsearch or Postgres search tuned to role, and encryption end to end across the perimeter diagram.

Why this platformSupport HIPAA-style controls, avoid training on patient content in vendor clouds, and give compliance teams logs they can export on demand.

BANKING

Banking and capital markets

Hard network boundaries, model validation hooks (Cisco AI Defense), fine-grained RBAC for desks and legal entities, and connectors to core banking and document stores read-only.

Why this platformSatisfy model-risk and data-localisation rules while delivering sub-70ms retrieval for traders and ops—not a single shared chat tenant.

INSURANCE

Insurance

High-volume document ingestion, cited answers for claims and policy teams, multi-tenant RLS patterns, and FinOps dashboards for inference across lines of business.

Why this platformReduce claims leakage and handling time with grounded AI, retire duplicate vendor bots, and keep actuarial and customer data under your licence terms.

ARCHITECT YOUR STACK

// CURATED STACKS

Aligned to your deployment model.

Designed for performance, scalability and control.

PRIVATE

The Private AI Stack

Focus: sovereign AI, complete data control, air-gapped capability.

Compute and network: Cisco AI Stack, Dell, Lenovo, HPE
Infrastructure: Red Hat OpenShift, Canonical Ubuntu
Inference and security: vLLM, Cisco AI Defense

PUBLIC

The Public AI Stack

Focus: elastic scaling, global availability, managed models.

Compute and network: Google Cloud, AWS, Azure
Backend and auth: Google Cloud, Firebase
Inference: Groq, OpenAI, Gemini, Claude, DeepSeek

// DEVELOPMENT APPROACH

Open source first drives innovation and cuts lock-in.

Open source first

Best-in-class open tools and transparent code for security audits.

Agile AI development

Rapid prototyping and continuous integration adapt to change.

Lean MVP

Core functions validate ideas, gather feedback and minimise initial cost.

Large language models

Fine-tuned open-source LLMs, generative AI and RAG.

Ready to transform your vision?

Tell us what you want AI to achieve. We will help you find the use case, build it and own it.

INITIALIZE ENGAGEMENT