Artificial Intelligence · Automation & Agents

We automate repetitive tasks with AI.

We integrate AI into your operation: we automate emails, quotes, and document filling, analyze your chats and inboxes, and build agents with Claude, Copilot, Gemini, and Python flows — always with human review.

The problem we solve

What it's for.

Many hours go to emails, quotes, documents, and chats that repeat — and AI tools evolve faster than a team can evaluate them. We pick the right tool for each task, build the flow, and leave it running in your business, with oversight and human review.

Ideal for

This fits you if…

Overloaded teams

Repetitive tasks eat their hours every week.

Saturated inboxes and chats

They pile up conversations and emails with data nobody gets to analyze.

Operations with serial documents

Produce nearly identical quotes, emails, and reports over and over.

Businesses adopting AI

Want AI agents and flows working in a controlled way, with human review.

Claude · Claude CodeCoworkCopilotGemini · NotebookLMChatGPT · CodexPythonPower AutomateGoogle Drive
The AI ecosystem

What we get out of each tool.

Claude · Claude Code · Cowork

Agents that execute complete tasks: they analyze documents, write with judgment, and automate workflows from the desktop or the terminal.

Copilot (Microsoft 365)

AI-assisted email drafts, meeting summaries, and Office documents, within the licenses your company already pays for.

Gemini · NotebookLM

Research grounded in your own sources: NotebookLM studies your manuals and documents and answers only from them; Gemini connects with Drive and Gmail.

ChatGPT · Codex

Writing, ideas, and code prototypes for automations — everything is reviewed before it touches your operation.

Python

The glue for everything: automatic filling of forms and templates, reading PDFs and Excel, and scripts that run on their own every day.

Drive · Power Automate

Automatic document upload and organization: files arrive, get classified, and get filed in Drive without anyone moving them by hand.

What you get

Concrete results.

Automation of repetitive emails and replies
Automatic document and template filling with Python
Chat and inbox analysis: classification, summaries, and actionable data
Quotes and reports generated in series
Automatic document upload and organization in Drive
AI agents scoped to tasks in your operation
Flows with human review and a usage guide for your team
Honest limits

What this solution does not include.

Full AI autonomy: all automation includes human review, we don't promise systems without control
100% accuracy: AI models can err in new contexts, they require supervision
AI or data science training: we build flows, we don't train analysts
Integration with complex legacy systems: we review scope during initial call
Liability for AI errors: the flow is human-assisted, your team validates final output
How we work

A clear process, step by step.

Initial diagnosis

A free conversation about your operation, your data and the result you are after.

Scope and proposal

We define deliverables, timeline and price in writing before starting.

Phased execution

We work in short iterations, with visible progress you can review at each delivery.

Validation with data

We measure the result against the baseline: improvement is shown with numbers, not promised.

Handoff and transfer

You receive the documented result, and your team the knowledge to sustain it without us.

Investment

Scope first, price after.

DiagnosisWe map your operation and its baseline first
MethodProcess + technology, with a defined scope
Measurable resultDeliverables and KPIs your team can sustain
Custom quote
Final scope is defined after an initial call.

All automation is implemented with oversight and human review: we don't promise full autonomy or systems that run without control.

FAQ

Frequently asked questions

Repetitive emails and replies, document and template filling with Python, quotes, file upload and organization in Drive, and reports. We also analyze chats and inboxes: AI classifies, summarizes, and extracts data so your team decides with context.

The current AI ecosystem: Claude, Claude Code, and Cowork (Anthropic), Copilot (Microsoft), Gemini and NotebookLM (Google), ChatGPT and Codex (OpenAI), Power Automate, and custom Python flows. We choose the tool based on your operation and the licenses you already have, not the other way around.

An agent is an AI flow that executes a task end to end: for example, receiving an email, extracting the data, preparing the quote, and leaving it ready for review. We design agents scoped to specific tasks, always with a human review checkpoint before anything leaves your company.

No. We design flows with human review. We don't promise full autonomy: AI reduces repetitive tasks and your team stays in control of decisions.

We define with you which data enters the flow, where results are stored, and who sees them. We work on your company's accounts and licenses, and your information is not used for anything other than the service.

Price is determined after an initial call, based on tasks to automate and flows involved.

Shall we talk about your project?

Initial conversation with no commitment. Tell us what you need and we'll tell you how we can help — and if it's not our thing, we'll point you in the right direction.