Open-source operational AI · Built for SMBs

The operational AI layer for the world's small businesses.

Ten focused AI modules — customer service, knowledge, workflows, meetings, marketing and more — under one identity, one data boundary, one audit trail. Free to self-host. Built in the open.

The SME wallet is open

Small businesses have stopped experimenting. They're buying — and looking for one trusted layer to bring it all together.

01 · Adoption
+132%

OECD firm-level AI adoption more than doubled in two years — from 8.7% to 20.2%.

The typical small business now runs a median of 5 AI tools — and 62% plan to spend more next year.

Source: OECD · US Chamber of Commerce · SBE Council

02 · Architecture
Agentic

The shape has settled: agents that act across tools, not chatbots that only reply.

The moat is no longer the model — it's orchestration, data, and trust. That's the layer we build.

Source: CB Insights · Y Combinator W25 cohort

03 · Trust
Open

SMEs are wary of the cloud, the "AI tax," and vendor lock-in.

Our answer: give the code away. Run it yourself, inspect every line, own every byte.

Open-core · self-host first · no per-seat tax

One platform

One engine. Ten modules. One boundary.

Every module shares the same authentication, orchestration, privacy posture, and audit trail — so they compose into multi-step agents that actually reason across your business, instead of piling up as ten disconnected SaaS logins.

SURFACE
Your business
WhatsApp, web, voice, email, social — the channels your customers already use.
MODULES
The Ten
Desk · Voice · Vault · Loop · Pulse · Recap · Hunt · Books · People · Shield — each a focused, self-contained agent.
ORCHESTRATION
Loop engine
Modules compose into multi-step workflows that reason across tools — not just fire-and-forget triggers.
KNOWLEDGE
Vault (RAG)
Retrieval grounded in your own documents and systems. Your data never has to leave your infrastructure.
MODELS
Bring your own
Open models (Llama, Mistral, Qwen) run locally by default. Optional cloud burst when you decide it's appropriate.
FOUNDATION
Open source
Run it on your infrastructure. Inspect it. Extend it. Own it. Apache 2.0 and MIT throughout.
The portfolio

Ten modules across three layers.

Five are live and open source today. The rest arrive as we build them in the open — no vaporware, no waitlist gates. Watch the repos.

Core suite · live and open source
LIVE · OPEN SOURCE · PYTHON

ODW Desk

Omnichannel front-desk agent

WhatsApp, web, email, LINE, Telegram, SMS. PII redaction, RAG-grounded answers, clean human handoff.

Why ODW
WhatsApp-first · resolves, doesn't just reply
LIVE · OPEN SOURCE · PYTHON

ODW Vault

Sovereign knowledge copilot

Pre-flight RAG pipeline with hybrid retrieval, offline capability, open-model support. Indexed inside your boundary.

Why ODW
Your data never has to leave the building
LIVE · OPEN SOURCE · TYPESCRIPT

ODW Loop

Agentic workflow orchestration

React Flow canvas, Fastify backend, DAG execution engine. Modules plug in as nodes; workflows compose into multi-step reasoning.

Why ODW
Open alternative to closed automation platforms
LIVE · OPEN SOURCE · RUST

ODW Recap

On-device meeting intelligence

Local transcription, AI summarisation, structured tasks that write back to your CRM, PM tool, and books. Fast on the laptop you already own.

Why ODW
Nothing leaves the device · no cloud dependency
LIVE · OPEN SOURCE · PYTHON

ODW Pulse

Multilingual marketing generation

Content and campaigns with real cultural adaptation, built-in A/B experimentation, and infra sovereignty. One brief, many locales.

Why ODW
Made for teams across markets, not just languages

Swipe for more modules

Roadmap · shipping in the open
ROADMAP

Voice

AI receptionist

Inbound calls, appointment booking, structured handoff. Your voice, your script, your data.

ROADMAP

Hunt

AI SDR, human-in-the-loop

Research and sequencing that requires a human approval before anything sends. No spray, no spam.

ROADMAP

Books

AI bookkeeping

Receipt capture, categorisation, reconciliation, monthly close. Plugs into your existing accounting stack.

ROADMAP

People

AI hiring

CV screening, structured interviews, scheduling. Bias auditing built in — EU AI Act aware by design.

ROADMAP

Shield

SMB cybersecurity

Phishing detection, credential hygiene, threat monitoring — sized for teams without a security engineer.

Why we give the code away

The moat isn't the model. It's where the data lives — and who controls it.

Self-host the entire stack for free, forever — no seat limits, no usage meters, no lock-in. We earn our keep when you want help, not by holding your data hostage.

01

Free to self-host, forever

Clone it. Run it on your servers. Keep every byte inside your boundary. No license fee, no per-seat tax, no usage meters.

02

Inspect every line

No black boxes. Audit exactly how your AI handles customer data, see which models run where, and extend anything you need.

Sovereign by design

Your data stays yours.

Run it where you want

On your own servers, your private cloud, or fully air-gapped. Nothing has to leave your premises unless you send it there.

Open models included

Llama, Mistral, and Qwen ship configured and ready to run locally. Cloud models remain an option — never a requirement.

Compliance built in

GDPR, PDPO, PDPA, and the EU AI Act addressed as defaults — not compliance-washed afterthoughts. Designed for regulated SMBs from day one.

One boundary, one audit trail

Every module shares the same data boundary, authentication, and audit log — not ten different policies to reconcile at your next audit.

Deeper questions on compliance? See the Sovereignty FAQ →

Vertical solutions

Ready-made bundles for your industry.

The same open modules, pre-configured and compliance-tuned for how your industry actually works — so you deploy in days, not months. Every bundle is still self-hostable, still open source, still yours.

For clinics

ODW.ai for Clinics

Booking, reminders, intake summarisation, and claims pre-fill — HIPAA and PDPO-configured out of the box for healthcare practices. Nothing patient-identifiable leaves your premises.

Modules in bundle
Desk · Voice · Recap · People
For professional services

ODW.ai for Pro Services

Accountants, consultants, agencies, and boutique firms. Automate knowledge work, outbound research, and bookkeeping — the high-value, high-willingness-to-pay end of AI adoption.

Modules in bundle
Vault · Hunt · Books · Recap
For retail & F&B

ODW.ai for Retail & F&B

Restaurants, cafés, and small chains. WhatsApp- and Instagram-first customer engagement, voice ordering, and locally-adapted marketing that respects each store's neighbourhood.

Modules in bundle
Desk · Voice · Pulse · Books

More on the way: Real Estate · Home Services · Education · Legal. We build verticals with design partners — talk to us if yours isn't here yet.

How we work with you

The software is free. The expertise is where we add value.

Self-host the whole stack at no cost, forever. Or bring us in to get you live, tailor modules to how your business actually runs, and keep things humming. You choose which parts we're involved in — and you can walk away with the code any time.

Self-host
Free

For teams who want to run everything themselves.

  • Every open-source module
  • Full source code & documentation
  • Community support (GitHub, Discord)
  • No seat limits, no usage caps
Get the code ↗
Deploy
Managed setup

We get you live on your infrastructure, fast.

  • Guided installation on your infra
  • Data & channel integration
  • Model selection & configuration
  • Team onboarding & handover
Talk to us
Scale
Enterprise

Sovereign deployments with SLAs and roadmap influence.

  • Air-gapped / private-cloud deployment
  • Dedicated support with contractual SLAs
  • Roadmap collaboration & early access
  • White-label & reseller options
Contact sales
Get started

Own your AI.
Start in the open.

Clone the code today, or talk to the team about getting ODW.ai running for your business. The path from "curious" to "in production" is shorter than you think.

Own your AI.
Self-host free.
Star Talk