Kumuluz API

API management for enterprise digital ecosystems and AI agents

Kumuluz API helps organizations expose, manage, secure and monitor APIs across teams, partners, digital ecosystems and AgenticAI environments.

It provides a central platform for API cataloging, access control, developer onboarding, gateway and change management, sandbox environments, API economy initiatives and AI-agent-ready API exposure.

It is also built for modern AgenticAI architectures, supporting AI agent integrations, MCP server patterns, contextual routing, request validation, LLM routing and token usage logging — turning APIs into governed tools for AI agents.

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Trusted in demanding API environments

Kumuluz API has been used by organizations across banking, insurance, aviation maintenance and enterprise services, including OTP banka, Generali, Prva zavarovalnica, Zavarovalniška skupina Sava, Adria Tehnika and others.

These organizations operate in environments where APIs must be secure, reliable, visible and governed — supporting internal integration, partner ecosystems, digital services, long-term API lifecycle management and increasingly also AI-enabled automation.

Secure, reliable, visible and governed APIs — for humans, applications, partners and AI agents.

APIs become difficult to manage when they grow without a platform

APIs are now the foundation of digital products, integrations, mobile applications, partner ecosystems, internal business platforms and AI-enabled automation.

But as the number of APIs grows, so does complexity. Organizations often lose visibility into which APIs exist, who uses them, how they are secured, which applications depend on them and how changes will affect consumers.

With AgenticAI, the challenge becomes even bigger. AI agents need controlled access to business APIs, tools, LLMs, context and workflows. Without a governed API layer, agents may connect directly to backend systems, use inconsistent tool definitions or operate without sufficient visibility, validation and auditability.

Kumuluz API provides the structure organizations need to manage APIs as reusable, secure and governed digital assets — for humans, applications, partners and AI agents.

Lack of API visibility

Teams do not always know which APIs already exist, what they do, who owns them or who is using them.

Duplicated business capabilities

Without a central API catalog, teams may rebuild the same functionality multiple times.

Uncontrolled access

API consumers, access plans, API keys, authentication and usage policies become difficult to manage consistently.

Risky API changes

Changing an API can break applications, integrations, partner systems or AI agent workflows if dependencies are not understood.

Ungoverned AI agent access

AI agents need APIs and tools, but exposing backend systems directly can create security, reliability and compliance risks.

Limited visibility into AI usage

Without API-level logging, LLM routing visibility and token usage tracking, organizations cannot properly monitor agent-driven consumption.

A central platform for API management, API economy and AgenticAI integration

Kumuluz API is an API management platform that helps organizations manage the full lifecycle of APIs — from cataloging and documentation to access control, onboarding, gateway management, monitoring, controlled change and AI-agent-ready exposure.

It provides a central view of APIs across the organization and helps teams expose business capabilities in a structured, secure and reusable way.

Kumuluz API supports internal API management, external API ecosystem scenarios, partner integrations, B2B APIs, API economy initiatives and AgenticAI architectures where APIs become governed tools for AI agents.

Manage APIs in one place

Create a central catalog of APIs, documentation, specifications, owners, consumers, dependencies and usage patterns.

Secure API access

Control who can access APIs, under which policies, access plans, keys, identities and service-level conditions.

Enable AI-agent-ready APIs

Expose APIs to AI agents as controlled tools, with validation, contextual routing, MCP patterns and auditability.

Support API economy

Expose APIs as business assets for partners, digital ecosystems, internal platforms and AI-enabled automation.

API management ready for AI agents and AgenticAI platforms

AgenticAI systems need a reliable way to discover, access and use enterprise APIs. AI agents should not connect directly to backend systems without governance, validation, routing and monitoring.

Kumuluz API provides an API management and gateway layer that helps organizations expose APIs safely to AI agents and AgenticAI platforms.

It supports MCP server patterns, agent integrations, contextual routing of agent requests, basic request checks, LLM routing and token usage logging. Kumuluz API can also expose its own MCP server, making the API management platform itself integrable into agentic environments.

AI-agent-ready API exposure

Expose selected APIs as governed tools that AI agents can call under defined access rules and policies.

MCP server support

Support MCP server patterns for exposing APIs and capabilities to AI agents in a structured and discoverable way.

Kumuluz API MCP server

Kumuluz API can expose its own MCP server so that agentic systems can interact with the API management platform itself.

Agent integration layer

Support integration scenarios where AI agents, assistants and AgenticAI platforms use APIs as controlled tools.

Contextual routing

Route agent requests based on context, purpose, policies, target systems or execution requirements.

Basic request validation

Perform basic checks before agent requests reach backend systems, reducing risk from malformed or unauthorized requests.

LLM routing

Enable routing of selected requests toward LLM services where AI processing is required.

Token usage logging

Log token consumption and related usage information to support cost visibility, monitoring and governance of AI-enabled API interactions.

What you can build with Kumuluz API

Kumuluz API supports multiple API management scenarios — from internal API governance and partner ecosystems to AgenticAI integration and API-based business models.

Enterprise API catalog

Create a central catalog of APIs across departments, applications, teams and platforms.

Examples

Internal API registry
API documentation hub
API ownership overview
API dependency tracking
Business capability catalog
Reusable integration overview

Partner API ecosystem

Expose selected APIs to partners, suppliers, distributors, customers or external developers in a controlled way.

Examples

Partner onboarding
B2B integrations
External developer portal
Partner API subscriptions
API key provisioning
SLA and access plan management

AI agent tool gateway

Expose enterprise APIs as governed tools that AI agents can use safely.

Examples

Customer lookup tools
Product information tools
Order status tools
KYC process tools
Claims support tools
Case management tools
Workflow action tools

MCP-enabled API exposure

Expose selected APIs and capabilities through MCP-oriented patterns for agent discovery and integration.

Examples

MCP server for enterprise APIs
MCP-based tool discovery
Agent-accessible API capabilities
Structured tool metadata
Tool permission models
Agent platform integration

API gateway and access control

Route, secure and control API traffic through a managed gateway layer.

Examples

Central API gateway
API authentication
API authorization
Rate limits and quotas
Access policies
Monitoring of API traffic
Agent request routing

API change management

Manage API changes, versions and dependencies to reduce the risk of breaking existing applications, integrations, partners or agent workflows.

Examples

API version management
Consumer dependency overview
Controlled API migration
Deprecation planning
Change impact analysis
Agent tool compatibility
Zero-disruption transition planning

API economy initiatives

Turn APIs into digital products that can be offered to partners, platforms and external ecosystems.

Examples

API productization
API monetization models
Partner access tiers
API usage visibility
Digital ecosystem enablement
New B2B value chains

Core platform capabilities

Kumuluz API provides the capabilities needed to manage APIs securely, consistently and at scale — including modern AI-agent-ready API management and gateway functionality.

API catalog and documentation

A central place where APIs can be registered, described, documented and discovered, reducing duplication and improving reuse across teams, partners and agents.

Key capabilities

Central API catalog
API documentation
API specifications
API ownership metadata
API lifecycle status
Business capability mapping
Search and discovery
Agent-ready API metadata

Developer and consumer portal

Enables internal and external developers to discover APIs, read documentation, request access and manage subscriptions through a self-service experience.

Key capabilities

Self-service API discovery
API documentation access
Developer registration
API subscription workflows
Access request management
API key delivery
Internal and external developer support
API consumer management

API gateway management

Centralized access through an API gateway layer, helping organizations secure, route and monitor API traffic — and a controlled entry point for agent requests.

Key capabilities

API gateway integration
API routing
Centralized access point
Traffic control
Security policy enforcement
Request and response monitoring
Gateway performance visibility
Contextual routing of agent requests

AI agent and MCP integration

Supports integration patterns where APIs are exposed to AI agents through governed, discoverable and structured interfaces, including its own MCP server.

Key capabilities

AI-agent-ready API exposure
MCP server support
Kumuluz API MCP server
Agent integration patterns
Tool metadata and descriptions
Agent-accessible API capabilities
Agent tool governance

Contextual routing and request checks

Supports contextual routing and basic checks at the API gateway level, helping route requests appropriately and reduce risk before they reach backend systems.

Key capabilities

Context-aware request routing
Agent request classification
Basic request validation
Policy-based routing
Target system selection
Request filtering
Guardrail-oriented gateway patterns

LLM routing and token logging

Supports LLM routing patterns and can log token usage, helping organizations gain visibility into AI consumption and operational cost.

Key capabilities

LLM request routing
Model endpoint routing
AI provider abstraction patterns
Token usage logging
AI consumption visibility
Cost monitoring support
Agent and model usage traceability

Access control and policies

Enables controlled access to APIs through defined policies, access plans and consumer management across applications, partners, systems and AI agents.

Key capabilities

Access plans
API subscriptions
API keys
Consumer application management
Agent consumer management
Rate limiting
Quotas
QoS and SLA-oriented policies

Sandbox environments

Allow developers, partners and agentic platform teams to explore and test APIs safely before production integration.

Key capabilities

API sandbox
Safe testing environment
Developer experimentation
Agent integration testing
Pre-production API access
Mock or controlled API interaction
Partner onboarding support

Change and version management

Helps organizations understand API consumers, dependencies and integration impact before changes are introduced, supporting controlled API evolution.

Key capabilities

API version management
Consumer dependency tracking
Agent tool dependency tracking
Change impact visibility
Deprecation workflows
Migration planning
Controlled API transition
Communication with API consumers

Monitoring and analytics

Provides visibility into API usage, trends, traffic, response behavior, consumer activity and AI-enabled API usage.

Key capabilities

API usage monitoring
Traffic analytics
Consumer activity tracking
Agent request tracking
Response time visibility
Trend analysis
Gateway activity overview
Operational reporting

B2B integration support

Helps organizations manage partner integrations with better visibility, access control and operational oversight.

Key capabilities

Partner API access
B2B integration management
Partner-specific access policies
SLA visibility
API consumer tracking
Secure external exposure
Integration governance

API economy enablement

Helps organizations treat APIs as business assets that can support new digital channels, partner ecosystems, AI agents and revenue models.

Key capabilities

API productization
Partner access models
API packaging
API subscription concepts
Usage-based insight
Digital ecosystem support
New business model enablement

API management architecture for enterprise and AgenticAI ecosystems

Kumuluz API is designed as a management, governance and gateway layer for API ecosystems.

It connects API providers, API consumers, developers, gateways, policies, documentation, AI agents, MCP servers, LLM routing and operational visibility into one API management foundation.

API provider layer

Backend systems, microservices, legacy applications, cloud services, LLM services and business platforms that expose APIs or processing capabilities.

API management layer

API catalog, lifecycle management, documentation, ownership, subscription management, access plans, consumer governance and agent-ready API metadata.

Developer and consumer portal

Self-service access for internal developers, external partners, API consumers and teams preparing APIs for AI agent use.

API gateway layer

Centralized API access, routing, policy enforcement, authentication, monitoring, traffic control and contextual routing of agent requests.

Agent and MCP layer

AI agents, AgenticAI platforms and MCP server integrations that discover and use approved API capabilities as governed tools.

LLM routing layer

Routing of selected requests toward LLM endpoints or AI processing layers, with token usage logging and AI consumption visibility.

Consumer applications

Web applications, mobile apps, partner systems, internal platforms, business applications, external integrations and AI agents.

Analytics and governance layer

Usage monitoring, consumer activity, agent request tracking, dependency visibility, change management, token logging and operational reporting.

Self-service onboarding for developers, partners and agentic systems

A strong API ecosystem needs more than technical endpoints. Developers need clear documentation, access workflows, testing environments and predictable onboarding.

In AgenticAI environments, agentic systems also need structured descriptions of available tools, clear access boundaries and integration patterns that make APIs discoverable and safe to use.

Kumuluz API provides both classic API onboarding capabilities and MCP-oriented integration patterns for agentic environments.

Faster developer onboarding

Developers can find APIs, read documentation and request access through a self-service process.

Better documentation access

API specifications and usage information are available in one central place.

Controlled access requests

API subscriptions and access approval can follow defined workflows.

Secure API key delivery

API keys can be provisioned through the platform after access is approved.

Sandbox exploration

Developers and agent integration teams can test APIs in a safe environment before connecting production systems.

MCP-based integration

Selected APIs and platform capabilities can be exposed through MCP server patterns for AI agents and AgenticAI platforms.

API gateway for controlled AI agent execution

AI agents should not have unrestricted access to enterprise systems. Even when agents are allowed to call tools, organizations need routing, validation, authorization, monitoring and auditability.

Kumuluz API provides gateway-level capabilities that help organizations manage agent-driven API calls. It can route requests based on context, perform basic checks, apply policies and log usage before requests reach backend systems or AI processing layers.

This makes Kumuluz API an important control point between AI agents and enterprise capabilities.

Contextual routing

Route agent requests based on context, target capability, policy, business domain or execution requirements.

Basic request checks

Validate basic request structure, required parameters, access conditions and allowed execution patterns.

Policy enforcement

Apply access policies before an agent request reaches a backend system or business API.

Tool boundary control

Limit which APIs and operations agents can access in specific scenarios.

LLM routing

Route selected requests toward LLM endpoints or AI processing layers where needed.

Usage and token logging

Record API usage, agent activity and token consumption to support monitoring, cost visibility and governance.

Turn APIs into business assets

APIs are not only technical integration points. They can become digital business capabilities that support partner channels, new ecosystems, AI agents and API-based business models.

Kumuluz API helps organizations expose APIs in a controlled and reusable way, making it easier to create partner integrations, B2B ecosystems, API economy initiatives and governed AI tool ecosystems.

Expose business capabilities

Turn selected business functions into secure APIs that partners, internal teams and AI agents can reuse.

Support partner ecosystems

Give partners controlled access to APIs, documentation, sandbox environments and access plans.

Create new channels

Use APIs to support new digital services, platforms, mobile applications, business partnerships and AI-enabled applications.

Monitor adoption and value

Track API usage, consumer activity, agent calls and integration trends to understand how APIs are being used.

Flexible deployment for enterprise environments

Kumuluz API is designed to support different enterprise deployment and operating models.

It can be deployed in environments where organizations require control over infrastructure, security, API traffic, AI agent access and operational processes.

On-premise deployment

Deploy Kumuluz API in a customer-controlled environment where infrastructure, data and access must remain under enterprise control.

SaaS deployment

Use Kumuluz API as a managed platform model where that is more suitable for the organization.

Modular architecture

Adopt and extend platform components according to organizational requirements and maturity.

Separate management and developer experiences

Support different needs for API managers, administrators, developers, partners and agent integration teams.

Enterprise security integration

Integrate API access with enterprise security, identity and gateway policies.

AgenticAI integration readiness

Support AI agents, MCP server scenarios, LLM routing and token usage logging in enterprise integration architectures.

Operational monitoring

Monitor API traffic, response behavior, usage patterns, agent requests and access activity.

Where Kumuluz API fits

Kumuluz API is suitable for organizations that need structured API management across internal systems, partners, digital products, external ecosystems and AI-enabled automation.

Banking and financial services

Internal integration infrastructure, partner APIs, mobile backends, digital banking ecosystems, secure API access and AI-agent-ready business tools.

Insurance

Partner ecosystems, policy and claims APIs, customer channels, digital insurance services, API-based business models and AgenticAI process support.

Aviation maintenance and enterprise services

Operational integrations, partner connectivity, service APIs, workflow systems and controlled access to business capabilities.

Public sector

Secure API exposure, digital public services, inter-institutional integrations, controlled API access and AI-assisted administrative workflows.

Energy and utilities

Operational integrations, customer service APIs, partner data exchange, energy platform connectivity and AI-enabled service automation.

Manufacturing and enterprise services

Partner portals, B2B integrations, product data APIs, order APIs, supply-chain connectivity and agent-enabled operational support.

Technology platforms

API products, developer ecosystems, API monetization, integration platforms and AI-agent tool ecosystems.

Proven in demanding API environments

Kumuluz API has been used in complex enterprise environments where API visibility, integration control, partner access and operational governance are essential — across banking, insurance, aviation maintenance and enterprise services.

Insurance API ecosystem

Kumuluz API has supported insurance environments where the goal was to establish better visibility over APIs and internal integrations, while enabling external partner API ecosystems.

Outcomes enabled

Improved API visibility
Partner ecosystem support
Better control over integrations
Structured access management
New partner economy models
Foundation for AI-agent-ready API exposure

Banking integration infrastructure

Kumuluz API has supported banking integration infrastructure across internal and external API scenarios.

Outcomes enabled

Integration API management
High-volume API traffic support
Internal and external integrations
Better API governance
Improved operational visibility
Controlled access to business capabilities

Enterprise and aviation maintenance integrations

Kumuluz API has also been used in enterprise and aviation maintenance environments where structured API access, partner connectivity and integration governance are required.

Outcomes enabled

Controlled API exposure
Partner and supplier integration
Operational API visibility
Secure access to business capabilities
More structured integration lifecycle

Positioning

Governed digital assets for applications, partners and AI agents

Kumuluz API is more than an API catalog, a gateway or a developer portal. It is the layer that turns enterprise APIs into reusable, secure and governed digital assets — with AI-agent-ready exposure, MCP server support, contextual routing, LLM routing and token usage visibility built in.

Kumuluz API turns enterprise APIs into governed digital assets that can be used safely by applications, partners and AI agents.

Part of the Kumuluz product family

Kumuluz API is part of the broader Kumuluz product family. It can be used together with other Kumuluz products to support AI, digital platforms, business APIs and data-driven services.

AgenticAI

KumuluzAI Platform

Build, run and orchestrate AI agents and assistants with enterprise context, control and integration.

Platform

Kumuluz Digital Platform

A cloud-native foundation for digital services, integrations and application workflows.

API

Kumuluz API

Expose, secure, manage and monitor APIs across your digital ecosystem.

Business

Kumuluz Business APIs

Reusable business capabilities such as notifications, cases, tasks and customer interactions.

Crowdsensing

Kumuluz Crowdsensing

AI-enhanced collection and processing of distributed real-world data for smart services.

Why Kumuluz API

Central API visibility

Create a central overview of APIs, consumers, documentation, ownership and dependencies.

Governed API access

Manage subscriptions, API keys, policies, plans, quotas and service-level expectations.

AI-agent-ready API layer

Expose selected APIs as governed tools for AI agents and AgenticAI platforms.

MCP and agent integration support

Support MCP server patterns, agent integrations and platform-level MCP exposure through its own MCP server.

Gateway control for agent requests

Use API gateway capabilities for contextual routing, basic checks, policy enforcement and controlled execution of agent-driven calls.

LLM routing and token visibility

Route selected requests toward LLM services and log token usage to support monitoring, cost visibility and governance.

Better developer and partner experience

Support internal and external developers with self-service discovery, documentation, sandbox environments and onboarding workflows.

Reduced integration risk

Understand dependencies, manage API versions and introduce changes in a controlled way.

API economy readiness

Turn APIs into reusable business assets that support partner ecosystems, digital value chains and AI-enabled automation.

Enterprise-proven

Kumuluz API has been used by organizations across banking, insurance, aviation maintenance and enterprise services.

Delivered by Sunesis

Kumuluz API is developed and delivered by Sunesis, combining platform product development with enterprise software engineering, API architecture, integration experience and AgenticAI delivery expertise.

How organizations start with Kumuluz API

Kumuluz API can be introduced gradually — starting with API visibility and internal governance, then expanding toward developer onboarding, partner ecosystems, API economy initiatives and AgenticAI integration.

Assess the API and agent landscape

We identify existing APIs, integrations, consumer applications, agent use cases, ownership, documentation quality and governance gaps.

Define API management and AgenticAI goals

We define whether the first focus is internal visibility, partner onboarding, API security, gateway control, API economy, integration governance or AI-agent-ready API exposure.

Set up the API catalog

APIs are registered, documented and organized into a central catalog with ownership, lifecycle metadata and agent-readiness information where relevant.

Configure access, policies and gateway routing

Access plans, subscriptions, API keys, gateway policies, contextual routing and consumer workflows are configured.

Enable developer, partner and agent onboarding

Developers, partners and agent integration teams get structured access to API documentation, sandbox environments, MCP patterns and onboarding workflows.

Integrate MCP and AgenticAI scenarios

Selected APIs can be exposed through MCP-oriented patterns, while the Kumuluz API MCP server can make platform capabilities available to agentic systems.

Configure LLM routing and token logging

Where needed, selected requests can be routed toward LLM services, with token usage logging and consumption visibility.

Monitor usage and evolve

API usage, consumer activity, agent requests, performance, dependencies and AI consumption are monitored to support continuous improvement.

Ready to manage APIs for applications, partners and AI agents?

Kumuluz API helps organizations expose, manage, secure and scale APIs across internal teams, partners, digital ecosystems and AgenticAI platforms.

Whether you are building an internal API catalog, a partner API ecosystem, an API economy initiative or an AI-agent-ready API gateway, Kumuluz API gives you the platform foundation to move forward with control.

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