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Engineering studio · Any language, any stack

Map it.Build it.Ship it.Run it.

Mechane Forge designs and builds automation, AI and software in any language or stack, from workflow automation and voice agents to web, mobile and desktop apps, for teams that would rather ship than stitch together another set of tools.

Discover
Build
Ship
Operate
01Workflow automation
02LLM & AI agents
03Custom software
Workflow automation ◆LLM & RAG ◆AI agents ◆Voice AI ◆OCR & document AI ◆Mobile apps ◆Web apps ◆Desktop apps ◆n8n · Zapier · Make ◆HubSpot · GoHighLevel ◆Rust · C++ · C# ◆Flutter · React Native ◆
Workflow automation ◆LLM & RAG ◆AI agents ◆Voice AI ◆OCR & document AI ◆Mobile apps ◆Web apps ◆Desktop apps ◆n8n · Zapier · Make ◆HubSpot · GoHighLevel ◆Rust · C++ · C# ◆Flutter · React Native ◆
Workflow automation ◆LLM & RAG ◆AI agents ◆Voice AI ◆OCR & document AI ◆Mobile apps ◆Web apps ◆Desktop apps ◆n8n · Zapier · Make ◆HubSpot · GoHighLevel ◆Rust · C++ · C# ◆Flutter · React Native ◆
Workflow automation ◆LLM & RAG ◆AI agents ◆Voice AI ◆OCR & document AI ◆Mobile apps ◆Web apps ◆Desktop apps ◆n8n · Zapier · Make ◆HubSpot · GoHighLevel ◆Rust · C++ · C# ◆Flutter · React Native ◆
What we do

Automation, AI and software, in any stack.

One accountable team that can build the whole thing: the workflow, the model, the app and the infrastructure under it.

Integrations & CRMn8n, Zapier, Make, HubSpot, GoHighLevel and custom APIs.
Voice agents, STT & TTSPhone and in-app voice agents, speech-to-text and text-to-speech.
OCR & document AIExtract data from invoices, forms, IDs and PDFs.
Fine-tuning & custom modelsCustomise models for your tone, domain and task.
Mobile apps (iOS & Android)iOS, Android, Flutter and React Native.
Desktop applicationsWindows, macOS and Linux apps in Rust, C++, C#, Electron and Tauri.
Custom software & internal toolsDashboards, CRMs, portals and tools shaped to your process.
Backend & systems engineeringRust, C++, C#, Go, Java, Python: APIs, services and performance work.
RAG & enterprise searchAsk questions across your documents, with citations.
Chatbots & messaging botsWebsite, WhatsApp, Telegram, Slack and Teams assistants.
Computer vision & video AIDetection, classification, tracking and visual inspection.
MCP servers & agent toolingConnect AI agents safely to your tools and data.
Data engineering & analyticsPipelines, warehouses and dashboards you can trust.
Cloud & DevOpsCI/CD, infrastructure as code, hosting and hardening.
Cybersecurity & penetration testingPentests, secure code review, cloud and AI/LLM security.
Reverse engineering & malware analysisAuthorised binary, firmware and protocol analysis.
Legacy modernization & migrationMove off VB6, Classic ASP, COBOL, AngularJS, Python 2 and old .NET.
QA & test automationAutomated testing with Playwright, Cypress, Selenium and CI.
Embedded, IoT & firmwareC, C++ and Rust firmware, devices and connected products.
Blockchain & smart contractsSmart contracts, dApps and integrations on EVM, Solana and more.
See it run

Pick a process. Watch it work.

An example of the kind of system we build: a trigger, some AI judgement, then a real action in your tools, with a human checkpoint wherever it matters.

New enquiry
Classify & enrich
Route & draft reply
$ forge run lead
Integrations

Works with the tools you already use.

If a tool has an API, webhooks or a reliable export, we can connect it. No rip-and-replace, and no new subscription just to hold your data.

  • CRMs, email, calendars and spreadsheets
  • Accounting, payments and internal databases
  • Chat, ticketing and document stores
How we work

From first call to running system.

A simple, predictable path so you always know what happens next.

01

Discover

A short working session to understand the process, the pain and what success looks like.

02

Blueprint

A written plan with scope, architecture, timeline and a fixed price before anything is built.

03

Build

Short cycles with a working demo every week, so feedback lands early and nothing surprises you.

04

Operate

We deploy, document and train your team, and stay on to monitor and improve if you want us to.

0h
to first reply
0%
code ownership
0 days
between working demos
Principles

How we build.

You own it

Code, infrastructure and documentation are yours. No lock-in, no hostage clauses.

Secure by default

Least-privilege access, secrets handled properly, and your data never used to train models.

Visible progress

Working software every week. You see real progress, not status reports.

Built to last

Boring, proven foundations with tests and monitoring so it keeps working after launch.

Remote-first

One studio. Any timezone.

We work with teams and companies worldwide, fully remote, with overlap hours agreed up front and everything written down.

Toolbox

Languages and tools we reach for.

We are vendor-neutral and pick whatever fits the job. See the full list.

PythonTypeScriptRustC++C#GoJavaSwiftKotlinDartReactNext.jsViteFlutterReact NativeNode.jsOpenAIAnthropic ClaudeLlamaWhispern8nZapierMakeHubSpotGoHighLevelPostgreSQLAWSCloudflareDocker
PythonTypeScriptRustC++C#GoJavaSwiftKotlinDartReactNext.jsViteFlutterReact NativeNode.jsOpenAIAnthropic ClaudeLlamaWhispern8nZapierMakeHubSpotGoHighLevelPostgreSQLAWSCloudflareDocker
PythonTypeScriptRustC++C#GoJavaSwiftKotlinDartReactNext.jsViteFlutterReact NativeNode.jsOpenAIAnthropic ClaudeLlamaWhispern8nZapierMakeHubSpotGoHighLevelPostgreSQLAWSCloudflareDocker
PythonTypeScriptRustC++C#GoJavaSwiftKotlinDartReactNext.jsViteFlutterReact NativeNode.jsOpenAIAnthropic ClaudeLlamaWhispern8nZapierMakeHubSpotGoHighLevelPostgreSQLAWSCloudflareDocker

Have something that should run itself?

Tell us what is slowing your team down. We will come back within one working day with an honest view on whether it is worth building and what it would take.