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AI & Workflow Automation
Your team spends hours on work a machine should do, and your AI subscription writes emails. We design and build the automations that actually move your numbers: agents, workflows and integrations grounded in how your business really operates.
"If a task follows rules, it should not have a salary."
What we build
- AI agents and assistants. Sales assistants, support agents, research agents and internal copilots that work with your real data.
- Workflow automation. n8n and Make pipelines that connect your CRM, store, inbox, spreadsheets and tools into one flow.
- LLM integrations. Claude and GPT wired into your products and processes with proper guardrails, evals and cost control.
- Document intelligence. Contracts, invoices and reports parsed, extracted and routed automatically. We once processed 667 contracts this way.
- Content pipelines. Article to video, data to report, brief to campaign. Production lines, not one-offs.
- Connected operations and IoT. Dashboards, sensor-driven flows and smart retail or hospitality systems where the physical world meets your data.
WHY IT WORKS
Mapped before automated
Most automation fails because it encodes the documented process, which is not the real process. We map how work actually happens first. See knowledge mapping.
HONESTY CLAUSE
Not everything should be automated
If the ROI is not there, we will tell you. A $50 Zapier beats a $5,000 agent when the volume is ten tasks a month.
HANDOVER
Your team can run it
Documentation, monitoring and training included. You are not renting a black box that dies when the vendor leaves.
Claude & Claude CodeOpenAIn8nMakeZapierElevenLabsRemotionCloudflare Workers
Common questions
Where do we start if we have never automated anything?
With a short mapping sprint. We identify the three most expensive manual processes in your business, estimate the hours and error cost, and automate the one with the fastest payback. First results typically land within weeks, not quarters.
We already pay for AI tools. Why is nothing changing?
Because tools do not know your business. A subscription gives your team a chat window; value comes from wiring the model into your actual workflows, data and rules. That wiring is the work, and it is what we do.
What does it cost?
Scoped per project after the mapping conversation. Small single-workflow builds start small; company-wide operating models are a different engagement. Either way you will know the price and the expected payback before we build anything.
What is your most expensive manual process?
Tell us about it. We will tell you if it is automatable, what it would take, and what it would save.
Get an honest assessment