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EvolvAI
Platform Architecture

The Architecture Behind Intelligent Enterprise AI

A hexagonal, model-agnostic orchestration engine that deploys into your cloud, assembles specialist AI teams for every department, and keeps your data exactly where it belongs — with you.

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Hexagonal Architecture

Built on the ports-and-adapters pattern, the EvolvAI core engine is surrounded by interchangeable adapters for LLMs, data sources, and delivery channels. Business logic stays clean. Integrations stay flexible.

LLM AdaptersOpenAI / Anthropic / Google / Custom
Orchestration EngineCore domain logic — model-agnostic
Data Source PortsAPIs / Databases / SaaS / Files
Standardized Port Interfaces
Web DashboardNext.js frontend
IDE IntegrationVS Code / Cursor via MCP
API GatewayREST / Webhooks / Events
Swap Models Without Rework

Adapters decouple your workflows from any single LLM. Move from GPT-4 to Claude to Gemini without touching business logic.

Connect Any Data Source

Port interfaces let you plug in databases, APIs, SaaS tools, and internal systems through a standardized contract.

Zero Vendor Lock-in

The core engine owns no opinions about infrastructure. You choose the models, the cloud, and the integrations.

Two Ways to Work With AI

Business teams get a web dashboard. Engineering teams get native IDE tooling. Same platform, same governance, same agents — two interfaces purpose-built for how each team actually operates.

Business Teams
Web Dashboard
A Next.js application for approvals, workflow monitoring, and human-in-the-loop governance.
  • Visual workflow builder and monitoring
  • One-click approval gates for sensitive operations
  • Real-time agent activity feeds and audit logs
  • Role-based access with SSO integration
  • Department-scoped dashboards and reporting
Engineering Teams
IDE Integration
VS Code and Cursor integration via the Model Context Protocol (MCP) — AI agents embedded directly in the developer workflow.
  • Invoke agents from your editor without context switching
  • MCP-native: works with any MCP-compatible tool
  • Code generation, review, and refactoring workflows
  • Access the full certified skill library inline
  • Same governance and audit trail as the web dashboard

Deploy to Your Cloud

EvolvAI runs inside your own GCP or AWS infrastructure. Your data never crosses a boundary you don't control. We provide the intelligence layer — you own everything else.

01

Configure

Define your agencies, select AI models, and connect data sources through the EvolvAI admin console.

02

Deploy

Infrastructure-as-code provisions the platform into your GCP or AWS environment in minutes, not months.

03

Operate

Your teams interact through the web dashboard or IDE. All data stays within your perimeter. EvolvAI provides the intelligence layer; you own everything else.

Data SovereigntyAll data stays within your infrastructure perimeter
Encryption at Rest & TransitTLS 1.3 in transit, AES-256 at rest — your KMS keys
Infrastructure-as-CodeTerraform modules for repeatable, auditable deployments
Compliance ReadyBuilt for POPIA, GDPR, SOC 2, and ISO 27001 alignment

The AI Agency Model

Every department gets a dedicated AI Agency — a curated team of specialist agents, certified skills, workflow patterns, data connectors, and governance rules. Think of it as hiring a purpose-built AI team for each function in your organisation.

What Makes Up an Agency

Agents

Specialist AI roles that collaborate on tasks

Certified Skills

Versioned, reviewed modules of domain expertise

Workflow Patterns

Predefined orchestration flows for common processes

Data Connectors

Adapters for your internal and external data sources

Governance Rules

Approval gates, access controls, and audit policies

System Prompt

Department-specific context and operating procedures

10 Specialist Agents, One Coordinated Team

These aren't standalone chatbots. Each agent has a defined role, clear capabilities, and the ability to hand off work to other agents mid-workflow. The Orchestrator coordinates them all.

Orchestrator

Routes tasks, manages workflows, and coordinates agent collaboration across complex multi-step processes.

Analyst

Examines data, identifies patterns, and produces quantitative insights that drive informed decisions.

Creator

Generates content, code, documents, and creative assets following brand standards and domain conventions.

Reviewer

Evaluates quality, checks compliance, and validates outputs against acceptance criteria before delivery.

Reporter

Synthesizes findings into structured reports, dashboards, and executive summaries for stakeholders.

Researcher

Gathers intelligence from internal knowledge bases, external sources, and domain-specific literature.

Designer

Translates requirements into system designs, architecture diagrams, and interaction models.

Planner

Breaks down objectives into phased roadmaps, milestones, and resource allocation strategies.

Operator

Executes operational tasks, manages deployments, and handles system administration workflows.

Auditor

Tracks compliance, monitors governance policies, and produces audit trails for regulated environments.

Certified Skill Library
Not prompt templates — structured methodologies with acceptance criteria.
Versioned & Reviewed

Every skill goes through a certification pipeline before deployment. Version history ensures traceability.

Domain-Specific Expertise

Skills encode real domain knowledge — not generic prompts. They carry context, constraints, and validation rules.

Composable & Reusable

Skills can be assigned to any agent and combined into workflow patterns across departments.

Ready to See It in Action?

Discover how EvolvAI deploys securely into your environment, or explore pricing for your organisation.

See How EvolvAI Secures Your DataView Pricing