Deployment Architecture - Cloud, On-Premise & Hybrid

Flexible Deployment, Zero Compromise

Every organization has different requirements for data residency, regulatory compliance, and operational control. Dittah adapts to your infrastructure — not the other way around.

Your data, your rules.

Whether you need the speed of cloud, the sovereignty of on-premise, or the flexibility of hybrid — Dittah delivers the same powerful platform with the same deterministic execution guarantees. You choose where your data lives. We make sure it works.

Deployment Options

Three models, one consistent platform experience

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Cloud

Fully managed, auto-scaling infrastructure.

Get started immediately with zero infrastructure overhead. Dittah manages hosting, scaling, updates, and security patches. Your team focuses on building workflows and extracting value from data — not maintaining servers. Automatic scaling handles demand spikes without manual intervention. Ideal for organizations that want speed to value and minimal operational burden.

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On-Premise

Complete data sovereignty. Air-gapped option available.

Deploy Dittah entirely within your own data centers. Your documents, workflows, and execution data never leave your network perimeter. Supports air-gapped environments for organizations with the strictest security requirements. Run a local LLM and frozen workflows together — no per-execution token charges, no cloud vendor lock-in, and completely predictable operational costs. You control every aspect of the infrastructure while benefiting from the full Dittah platform. Ideal for regulated industries and government agencies.

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Hybrid

Cloud management with on-premise data processing.

The best of both worlds. Dittah's management plane runs in the cloud for easy updates and monitoring, while all data processing and storage stays within your infrastructure. Sensitive data never crosses your network boundary, but your team gets the convenience of cloud-managed operations. Ideal for organizations balancing agility with data governance.

On-Premise Tiers

Right-sized deployments for every stage of your journey

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Pilot Tier

Team exploration and evaluation.

Designed for teams ready to evaluate Dittah with real workflows and real data. The Pilot Tier handles everyday document processing, workflow automation, and Chat Studio queries comfortably. It's the fastest path to proving value — deploy in days, not months, and let your team experience deterministic automation firsthand. When you're ready to scale, upgrading is seamless.

Supports core Build Studio and Chat Studio capabilities
Handles standard document volumes and workflow complexity
Quick deployment timeline with guided setup
Smooth upgrade path to Production Tier

🏗️

Production Tier

Full enterprise deployment at scale.

Built for organization-wide rollouts with demanding workloads. The Production Tier delivers deep reasoning capabilities for complex document analysis, massive context windows for large document sets, and concurrent user support for cross-departmental deployments. This is the tier for mission-critical automation where reliability, performance, and capacity are non-negotiable.

Advanced AI models with deep reasoning for complex analysis
Large context windows for extensive document processing
Concurrent user support across multiple departments
High-throughput workflow execution for heavy workloads
Priority support and dedicated success engineering

High Availability

Multi-node architecture for zero-downtime operations

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Redundant Execution

Workflows run across multiple nodes. If one node fails, another takes over transparently. Your scheduled reports and automated pipelines continue without interruption.

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Load Balancing

Incoming requests are distributed intelligently across available resources. Peak demand periods are handled smoothly without degradation in response times or processing speed.

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Rolling Updates

Platform updates are applied without downtime. Nodes are updated sequentially while remaining nodes continue serving requests. No maintenance windows. No disruption to operations.

Security Built In

Protection at every layer, from code execution to data storage

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Sandboxed Execution

Every workflow runs in an isolated, sandboxed environment. No workflow can access another workflow's data or execution context. Malicious or misconfigured code is contained automatically, protecting the broader platform and your data.

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Encryption Everywhere

Data is encrypted at rest using AES-256 and in transit using TLS 1.3. Secrets and credentials are stored in dedicated vaults, never in configuration files or logs. Your data is protected whether it's being processed, stored, or transmitted.

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Role-Based Access Control

Fine-grained permissions control who can create, edit, execute, and view workflows and documents. Integrate with your existing identity provider via SAML or OIDC. Enforce least-privilege access across your entire Dittah deployment.

How do we figure out which deployment model is right for us?

We have data residency requirements in some regions but want cloud simplicity in others.

That's exactly what our architecture review is for.

We sit down with your team, understand your compliance landscape, data residency needs, and operational goals, then design a deployment topology that fits. Many of our customers start with a Pilot Tier to prove value, then scale into Production with the deployment model that matches their requirements.

Enterprise Architecture