AI automation and local-first AI for real business workflows.

I help small businesses and agencies replace manual inbox checking, repetitive customer answers, and hand-rolled content with systems that run around the clock — cloud integrations when they fit, on-premise AI when data must stay local.

Try ChatIQ demo

What I build

Customer response automation, knowledge systems with RAG, and content pipelines — plus local AI deployments when sensitive data cannot go to the cloud.

Live products

ChatIQ · Genta

Based in Bangkok · Working with clients worldwide

What I automate

Manual work replaced with systems your team can rely on

Customer response
One inbox across LINE, WhatsApp, social channels, and web chat
AI replies grounded in your docs, booking capture, multilingual support, and seamless handoff to staff when a human is needed.
Knowledge systems
Embedded bots and RAG over your own content
Location-specific datasets, internal SOPs, and natural-language queries over your data — so teams stop answering the same questions manually.
Content pipelines
Scheduled generation across text, image, and video
Custom API orchestration and video automation (including Remotion pipelines) to publish content on schedule or on demand.

Local-first AI when data cannot leave the building

For clinics, legal teams, and any business processing sensitive messages or high volumes of data, cloud APIs are not always an option. I deploy on-premise AI — predictable cost, full data control, same workflow automation on top.

Powered by Genta, a local-first AI runtime. On-premise ChatIQ deployments are in development — reach out if this fits your requirements.

Cloud vs local — same workflows

  • Cloud: Fast to launch, managed infrastructure, ideal for most teams starting with AI automation.
  • Local: Inference on your hardware — no customer data sent to external AI APIs. Built for privacy, compliance, and scale.
  • Natural language data: Staff query internal records in plain language — responses formatted by AI, data never leaves your network.

How I work with clients

Packaged engagements focused on outcomes, not open-ended dev hours

Response automation
Multi-channel inbox and AI customer response

Unified inbox, intelligent replies from your knowledge base, booking flows, and human escalation — so your team stops jumping between apps.

Built on ChatIQ

Knowledge systems
RAG bots and embedded AI over your content

Document-aware chatbots, vector search, location-specific datasets, and widgets embedded where your customers and staff already work.

Private local AI
On-premise deployment when cloud is not an option

Hardware, software, setup, and ongoing support — AI inference runs on-site with the same inbox and workflow automation as cloud ChatIQ.

In development — inquire for early access

Featured work

Production systems that demonstrate the approach

ChatIQ
Unified communications platform — LINE, WhatsApp, Instagram, Facebook Messenger, and web chat in one shared inbox with AI replies, booking flows, multilingual support, and human takeover.

Replaces fragmented messaging workflows with one platform your team manages together. Try the live web demo or visit chatiq.io for the full platform.

Genta
Local-first Mac assistant — private AI that stays on your machine. Runs models locally with Ollama; the cloud stays optional.

The runtime layer for on-premise AI deployments — and a standalone product for teams exploring private AI.

Content & video pipelines
Scheduled multimodal content generation and video automation

Custom pipelines mixing text, image, and video APIs — including Remotion-based video automation for publishing on schedule or at will.

View all work

Tell me what's manual today

Describe the workflows you want automated — customer response, knowledge bots, content pipelines, or local AI. I'll reply within 24 hours with whether it's a fit and what a sensible next step looks like.

Or reach out directly:

oliver@owolf.com
Try the ChatIQ web demo