Introducing the Kiwi Platform

Distributed Systems,
Simplified.

Build distributed systems in days, not months.

Stop stitching together Kubernetes, Terraform, and scripts. Kiwify gives you a unified, production-ready platform from day one.

Build anywhereDeploy on demandRun at scale

Designed for collaboration with
AWS Azure GCP Enterprise
Kiwi

One Platform. Three Superpowers.

Engineered for performance. Designed for maintainability. Built for the future.

Build

Design and run distributed systems with built-in orchestration, service discovery, telemetry, and security baked in from day one-not bolted on later. Bring existing services into the platform seamlessly via Sidecar integration.

Automate

Eliminate manual processes end-to-end. Script-driven workflows, event chaining, dependency sequencing, and cloud provisioning-automated from code to cloud.

Scale

Achieve near-unlimited horizontal scalability with predictable, high-performance infrastructure. Runs on cloud, on-prem, containers, and VMs-without compromise.

Built for What Enterprise Demands

From code to cloud-automated, scalable, and future-ready.

Distributed by Design

Hyper-microservices architecture where services communicate through the Kiwi Middleware - no topology awareness required. Native multi-channel access, real-time telemetry, and Sidecar integration for external systems. Distributed systems that just work.

Cloud-Native by Default

Deploy to any cloud, on-prem, container, or VM. Full Windows and Linux support. Build once, run anywhere-across AWS, Azure, GCP, or your own data centre.

Automated End-to-End

Script-driven automation with response chaining and dependency mapping. Provision cloud infrastructure, automate builds, orchestrate deployments, and execute remotely-all in one unified layer.

Provisioned on Demand

Spin up and tear down infrastructure exactly when needed. Event-driven workflows with dependency sequencing ensure your systems provision in the right order, every time.

High Performance by Design

Predictable performance at every scale. Horizontally scalable infrastructure with near-unlimited capacity. Strongly-typed data access pipelines that eliminate overhead without sacrificing control.

Maintainable & Future-Ready

Modular architecture with extensibility built in. Provider-agnostic foundations mean you're never locked in. Easy to evolve, easy to maintain-today and tomorrow.

Why Kiwify Exists

Modern Infrastructure Is Built Backwards.

The Problem

Modern Infrastructure
Is Fragmented by Design.

Teams stitch together Kubernetes, Terraform, scripts, and pipelines-losing months before they even start building real systems.

6 to 18 months of engineering effort disappears into infrastructure assembly before a single line of business logic is written.

Each layer introduces integration risk, operational overhead, and a team dependency that never goes away.

The result is brittle infrastructure that is expensive to run and harder to scale - before the real product is even built.

The Kiwify Answer

One Platform.
Everything Pre-Integrated.

Eliminates the need to assemble and integrate independent infrastructure tools.

Delivers a production-ready distributed platform in days - not after months of specialist work.

Unifies orchestration, service discovery, security, telemetry, and automation under a single coherent platform.

Frees your engineering team to focus entirely on business logic - from day one.

The Kiwi Platform

Two layers. One coherent platform. Everything you need to build, automate, and run distributed systems.

Platform Engineering & Automation Private Preview

Kiwi Distro

"Distributed Computing in a Box"

Building a distributed computing infrastructure from scratch means assembling, configuring, and integrating a sprawling stack of independent systems-service mesh, discovery, load balancing, security, telemetry, deployment pipelines, and more. Done conventionally, that effort routinely consumes 6 to 18 months of specialist engineering time before a single line of business logic is written.

Kiwi Distro eliminates that runway entirely. Every layer of the distributed computing stack-orchestration, service discovery, security, telemetry, load balancing, and zero-downtime deployment-ships pre-integrated and production-ready. What used to take the better part of a year is operational within days. Runs on cloud, on-prem, containers, and VMs across Windows and Linux. Existing services join the platform seamlessly through the Sidecar model-no rewrites, no disruption, no compromise.

Hyper-Microservices Architecture

Fine-grained, independently deployable services with native multi-channel access. Each service operates autonomously within a cohesive, platform-managed topology-no shared infrastructure dependencies.

Sidecar Integration

Bring existing services-legacy applications, third-party systems, or external APIs-into the Kiwi Distro platform without modifying them. The Sidecar model attaches platform capabilities (discovery, security, telemetry, load balancing) to any service as a companion process, making adoption incremental and non-disruptive.

Built-In Service Discovery

No IP addresses, hostnames, or service registries to configure or maintain. Any service or client simply directs its calls to the Kiwi Middleware, which transparently routes each request to the right destination - keeping every caller completely decoupled from where services are actually deployed.

Security Baked In

Security is a platform primitive-not an afterthought. Authentication, authorisation, and encrypted transport are built into the runtime from the start, applied uniformly across native and sidecar services.

Blue/Green & Canary Deployments

Deploy with zero downtime. Blue/Green and Canary strategies are first-class citizens-built-in load balancing ensures seamless traffic shifting at any scale.

IoT & Real-Time Support

Manage edge devices and real-time data streams natively. Kiwi Distro is engineered for latency-sensitive systems-from industrial IoT to real-time analytics.

Platform Overview
Kiwi Distro - The Platform at a Glance

A high-level view of the capabilities and components that ship as one cohesive platform-pre-integrated, pre-configured, and ready to run.

Kiwi Distro - Platform Architecture Overview
Platform Engineering & Automation Early Access

Kiwi Launch

"Automate Once. Deploy Everywhere."

A cross-platform automation engine for provisioning, deployment, and execution workflows. Kiwi Launch is the automation layer of the Kiwi Platform-a unified engine that simplifies complex, multi-step workflows from infrastructure creation to application delivery.

Script-Driven Automation

Define your automation logic in structured scripts. Reusable, version-controlled, and composable-making your workflows a first-class engineering asset.

Response Chaining

Event-driven workflow composition. Chain tasks so that the output of one step triggers the next-enabling reactive, intelligent automation pipelines.

Dependency Mapping

Declare task dependencies and let Kiwi Launch resolve the execution order. No more brittle sequential scripts-execution is sequenced intelligently and safely.

Cloud Infrastructure Provisioning

Provision cloud resources across providers as part of your automation workflow. Treat infrastructure as a step-not a prerequisite.

Application Build Automation

Automate build pipelines as integral workflow steps. Compile, package, and prepare artifacts in the same execution context as your deployment logic.

Remote Distributed Execution

Execute automation tasks across distributed environments from a single control plane. Deploy to any node, any environment, at any scale.

Platform Overview
Kiwi Launch - The Platform at a Glance

A high-level view of the automation engine-how workflows, dependencies, and execution targets fit together into a single, unified delivery pipeline.

Kiwi Launch - Automation Engine Overview
Developer Framework Source-Available + Enterprise

Kiwi ORM

"Performance + Control + Maintainability."

A high-performance, strongly-typed data access layer built around three first-class access models-Raw SQL, Entity, and Repository. Kiwi ORM gives developers precise control over how data moves through their application, backed by a Dapper-style execution engine, a cross-database Markup DSL, managed CTEs, and strongly-typed stored procedure access-without surrendering performance to abstraction overhead.

Model 1

Raw SQL Model

The foundational access model. Dapper-style, high-performance parameterized query execution with minimal overhead-as fast as hand-written SQL. Supports a cross-database Markup DSL that lets you write portable SQL once and run it across providers without rewriting queries for dialect differences.

Model 2

Entity Model

Strongly-typed entity mapping with a compile-time-safe execution pipeline. Work with rich domain objects-Kiwi ORM handles result projection, type resolution, and mapping transparently. Catch data access errors before they reach production, not during it.

Model 3

Repository Model Enterprise

JPA-style dynamic proxy generation. Define your data access layer as a typed interface; Kiwi ORM wires the full implementation at runtime. Zero boilerplate, fully testable, and completely decoupled from your persistence mechanism.

Managed CTE Enterprise

Declare and compose Common Table Expressions as first-class constructs. Build complex multi-step queries-recursive hierarchies, aggregation pipelines, ranked result sets-cleanly and readably, without nested subqueries or string concatenation.

Strongly-Typed Stored Proc Access

Call stored procedures through a fully type-safe interface. Input parameters are bound with type enforcement; result sets are projected directly to typed models. No magic strings, no manual casting, no runtime surprises-stored procs treated as first-class operations.

Provider-Agnostic & Multi-DB

Runs across SQL Server · Oracle · PostgreSQL · MySQL · MariaDB · Db2 · SAP Hana · SQLite · Firebird · MS Access · Informatica. The cross-database Markup DSL abstracts provider-specific syntax-your data access logic stays portable as your infrastructure evolves.

Commercial Edition

Compliance-Level Auditing

Kiwi ORM's commercial edition ships with built-in compliance-grade auditing at the data access layer-not bolted on as middleware, not delegated to the application. Every data operation is captured, attributed, and recorded automatically. Raw SQL execution-including SELECT queries-can be audited when configured, giving complete visibility into all database interactions, not just writes. Where policy demands it, UPDATE, DELETE, and INSERT operations can be configured to require a caller-supplied reason before execution proceeds-creating a traceable chain of intent alongside every data change.

Designed to meet the audit trail obligations of SOX GDPR HIPAA ISO 27001 PCI-DSS without requiring bespoke implementation work in every service.

Who & When

Automatically captures the user identity, timestamp, and session context of every INSERT, UPDATE, and DELETE-at the ORM layer, before it reaches the database.

Field-Level Change Tracking

Records the before and after state of every changed field-not just the final value. Full diff history is preserved, queryable, and exportable for audit review.

Tamper-Evident Trail

Audit records are written to an append-only log structure. No modification, no deletion-records exist permanently and in sequence, satisfying forensic-grade audit requirements.

Zero Application Code

Auditing is configured at the ORM level via policy-no interceptors, decorators, or application-layer hooks required. Compliance coverage is consistent across every operation, every service.

Raw SQL Execution Auditing

Captures every raw SQL statement executed through the ORM-including SELECT queries when configured. Full query text, bound parameters, execution context, and user identity are recorded, giving complete visibility into all database interactions, not just writes.

Enforced Change Justification

When enabled, UPDATE, DELETE, and INSERT operations require a caller-supplied reason before execution is permitted. The justification is captured as part of the audit record-creating a traceable chain of intent alongside every data modification. No reason provided, no execution allowed.

Sync-first execution pipeline  ·  Opt-in async for I/O-bound scenarios  ·  One API, both models
Developer Framework

Kiwi Foundation

"Performance. Maintainability. Extensibility."

A modular, lightweight suite of .NET libraries underpinning the entire Kiwi ecosystem. Most libraries are open source; Kiwi ORM Core is source-available under the Kiwi ORM License - full source visibility with commercial-friendly usage rights.

Kiwi Config Open Source

A strongly-typed, attribute-driven configuration library that eliminates scattered config handling.

Bind configuration directly to code using a clean, declarative model - supporting hierarchical keys, collections, and enums out of the box.

Go beyond static configuration with deterministic defaults and runtime-aware value resolution, keeping configuration logic close to the code that depends on it.

Kiwi DI Open Source

A declarative layer on top of .NET dependency injection that eliminates manual service wiring.

Register services using attributes instead of scattered AddScoped / AddSingleton calls, and control behaviour using configuration.

Supports feature-based registration, environment-aware wiring, and fallback patterns - making your application composition flexible without adding complexity.

Seamlessly integrates with Kiwi Config to enable configuration-driven dependency resolution.

Kiwi CLI (Core) Open Source

Stop writing validation logic for your CLI commands.

A modern .NET command framework that goes beyond argument parsing.

Define commands using attributes or a fluent API - both offering the same capabilities. Bind inputs directly to strongly typed models, generate help automatically, and express validation rules declaratively.

Supports defaults, complex input parsing (including JSON), and intelligent error handling out of the box.

Kiwi Renderer Open Source

Render any data-without writing formatting code.

A type-aware rendering engine for .NET that automatically adapts to your data-whether it's a single object, a collection, or a primitive.

Render to console, files, or any TextWriter in text, HTML, RTF, or custom formats, with built-in interactive views and theme-based styling for consistent, readable output.

From raw data to readable output-instantly.

Kiwi ORM Core Source-Available

One ORM. Multiple data access modes-choose what fits your use case.

A high-performance, cross-database data access platform for .NET-combining a powerful runtime with CLI-driven tooling for migrations, schema evolution, and entity generation.

Work seamlessly with raw SQL, full ORM, or strongly typed stored procedures-all within a unified model. Build portable queries using a cross-database DSL, with multi-tenancy, database interoperability, and built-in auditing hooks for traceability and compliance.

Flexible. Portable. No lock-in.

Kiwi Presentation Open Source

Build modern terminal experiences—without fighting the console.

A composable terminal interaction and output framework for .NET that unifies styled output, prompts, progress indicators, menus, and rendering through a single output pipeline.

Write once and target interactive terminals, redirected output, files, streams, and automation environments with consistent ANSI-aware behaviour, deterministic rendering, and test-friendly abstractions.

From raw console APIs to professional CLI experiences—cleanly and consistently.

Repositories Coming Soon

We're working with select design partners to prepare our open-source repositories. Watch this space.

Get Notified
Developer Framework Early Access

Kiwi CLI Framework

"Command-line argument parsing - done declaratively."

A .NET library that maps command-line arguments to strongly typed classes and routes execution to the methods that handle them. Two programming models let you choose the right level of ceremony: a composable Fluent API for full programmatic control, and an attribute-driven declarative layer built on top of it that eliminates boilerplate entirely. Both support the same rich feature set-validation, rich type handling, default values, and auto-generated help.

Argument Parsing & Command Dispatch

Parses command-line arguments directly into concrete typed classes and routes each command to its registered handler method. No manual string splitting or switch statements required.

Two Programming Models

Choose the Fluent API for composable, code-first command definitions with full runtime control, or the declarative attribute model for zero-boilerplate registration. The attribute layer is built directly on the Fluent API-you can mix both freely.

Field & Command Validation

Declare required fields, field-level validation rules, and command-level validation logic. Validation failures surface with precise, actionable messages before any handler code runs.

Rich Argument Type Support

Boolean flags that carry no value (e.g. --allow-anonymous), enum arguments, list / multi-value arguments, and complex JSON-structured values are all resolved natively into their target property types.

Default Values & Optional Arguments

Define default values per argument so callers only supply what they need to override. Optional and defaulted arguments coexist naturally with required fields in the same command definition.

Auto Help Generation

Generates structured, readable help output automatically from command and argument definitions. No separately maintained documentation-help text stays in sync with the code that defines the command.

Platform Architecture

Two layers. One coherent platform. Everything integrated by design.

Kiwi Unified Interface Developer Control Plane A CLI-based interface for managing and invoking product-specific functions across the Kiwi platform through a single, consistent command surface
Platform Engineering & Automation Commercial
Kiwi Distro Distributed Runtime & Orchestration Microservices · Discovery · Security · IoT · Blue/Green · Load Balancing
Kiwi Launch Automation & Provisioning Engine Scripts · Response Chaining · Dependency Mapping · Remote Execution
Developer Framework OSS + Enterprise
Kiwi ORM Data Access Layer Typed · Multi-DB · High Performance
+
Kiwi Foundation Foundation Libraries Config · DI · CLI · Renderer · ORM Core
Runs on
Cloud On-Prem Containers VMs Windows Linux

Built for Real-World Challenges

From code to cloud-wherever the complexity lives, the Kiwi Platform meets it.

Cloud-Native Microservices

Design, deploy, and operate microservices at scale with Kiwi Distro's Middleware-driven service discovery, blue/green deployments, and telemetry. Services communicate without any knowledge of deployment topology - move from monolith to distributed architecture without the operational overhead.

Kiwi Distro · Kiwi Launch

Legacy Modernisation

Wrap, migrate, and modernise legacy systems incrementally. Kiwi's sidecar integration and provider-agnostic ORM layer allow you to connect existing infrastructure to modern distributed architectures-without a big-bang rewrite.

Kiwi Distro · Kiwi ORM · Kiwi Foundation

Infrastructure Automation

Automate end-to-end infrastructure provisioning and deployment workflows with Kiwi Launch. Script-driven, event-reactive, and dependency-aware-eliminating manual steps from cloud resource creation to application delivery.

Kiwi Launch · Kiwi CLI

Distributed Systems Scaling

Scale horizontally to meet enterprise demand. Kiwi Distro's near-unlimited scalability and built-in load balancing ensure predictable performance under peak load-whether you're handling millions of requests or thousands of distributed nodes.

Kiwi Distro

High-Performance Backend Systems

Build backend services where performance is non-negotiable. Kiwi ORM's strongly-typed pipeline and Dapper-style execution, combined with Kiwi Foundation's lightweight DI and config, give you the performance of handwritten code with the maintainability of a framework.

Kiwi ORM · Kiwi Foundation

IoT & Real-Time Systems

Manage edge devices and real-time data streams at scale. Kiwi Distro's native IoT support and real-time tracking capabilities make it the right runtime for latency-sensitive, high-throughput industrial and consumer IoT deployments.

Kiwi Distro · Kiwi Launch
Open Source

Built in the Open.
Evolved with the Community.

Kiwi Foundation is our commitment to the developer community. The libraries and primitives that power the Kiwi Platform are being released as open source-so the ecosystem benefits from the same quality, performance, and maintainability we demand ourselves.

We believe the best enterprise platforms are built on open foundations. Kiwi Foundation gives every team-startup to enterprise-access to the building blocks of high-performance, maintainable backend systems.

Open core, enterprise extensions-no feature walls where they matter most
Modular by design-use what you need, leave what you don't
Extensible by default-the platform grows with your requirements
Get Notified at Launch Talk to Us

Kiwify Labs · GitHub

Repositories actively in preparation
kiwi-config

Attribute-driven, hierarchical configuration binding for .NET via IConfiguration

View on GitHub
kiwi-di

Attribute-driven DI registration for .NET via IServiceCollection - no manual wiring

View on GitHub
kiwi-orm-core

Full-featured ORM core - Raw SQL, Entity Mode, Stored Procs, 11 databases, sync/async

Coming Soon
kiwi-cli-core

Typed argument parsing, command dispatch, validation & auto help for .NET

View on GitHub
kiwi-renderer

Type-inferring data rendering engine - text, HTML, RTF & custom formats to any .NET TextWriter

View on GitHub
kiwi-presentation

Composable terminal interaction & output framework — styled output, prompts, progress, menus for .NET

View on GitHub
Design Partner Program

Shape the Platform.
Lead the Category.

We're working with a select group of forward-thinking engineering teams and organisations to co-develop the Kiwi Platform. Design partners get early, private access-and a direct line to our roadmap.

Early Private Access

Get hands-on with Kiwi Distro and Kiwi Launch before general availability. Validate your use cases on the platform while it's still actively evolving.

Direct Roadmap Influence

Your requirements shape our priorities. Design partners have a direct channel to our engineering team-weekly syncs, feedback loops, and feature co-development.

Dedicated Engineering Support

Work directly with Kiwify Labs engineers during your integration. We're invested in your success-not just your subscription.

Strategic Co-Development

For hyperscaler and enterprise partners, we offer co-development agreements-joint go-to-market, reference architecture design, and long-term strategic alignment.

Ready to Build the Future of Distributed Systems Together?

We're selectively onboarding design partners now. If your organisation is building at scale and wants to be part of defining what comes next, we'd like to talk.

Join the Design Partner Program Talk to Us
About Kiwify Labs

Built From Real Enterprise Failures and Successes.

Not built in a lab. Built from nearly three decades of delivering large-scale systems for global enterprises.

From the Founder
"I built Kiwify after seeing teams spend 6 to 18 months assembling infrastructure before writing real business logic. That time-and that complexity-is what Kiwify eliminates."
Ajay Jain

Ajay Jain

Founder & Technology Leader, Kiwify Labs

Previously: Deloitte  ·  Led multi-million dollar cloud & platform engineering programs

Multi-million dollar cloud transformations Large-scale microservices modernisation Global enterprise delivery Distributed systems at production scale
28+ Years Enterprise Experience
5 Integrated Platform Products
Multi-cloud Ready by Design
Days Not Months - to Production
Why Kiwify Exists

Every architectural decision in the Kiwi platform traces back to a real problem solved - or a real failure observed - in enterprise delivery at scale.

We are not building a toolkit. We are building the platform enterprises will rely on for the next decade.

Talk to Our Team
Distributed by Design

A platform characteristic you inherit - not something you implement.

Automated End-to-End

Automation is a first-class primitive - not a CI/CD afterthought bolted on later.

Engineered to Last

Performance, maintainability, and extensibility are constants - not trade-offs you make later.

Enterprise Ready

Designed for AWS, Azure, GCP, and global enterprises - meets you where you already operate.

Get Started

Request Early Access or
Partner with Us.

Tell us about your use case and team. We'll reach out to explore whether early access or the Design Partner Program is the right fit.

Contact Kiwify Labs

  • hello@kiwifylabs.com
  • Enterprise & partnership enquiries welcome
  • We respond within one business day
Platform Status
Kiwi Distro - Private Preview
Kiwi Launch - Early Access
Kiwi ORM - Source-Available + Enterprise
Kiwi Foundation - Repos Coming Soon
Kiwi CLI - Early Access