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Work that used to eat hours now runs automatically.

It's the gap we close for clients: a system runs the repetitive work and hands a person a ready decision, every step traced. Each brief shows the work the system takes over, the source material it reads, and the decision it prepares for a person.

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Selected deployments we can show

  1. 01AI Automations
    Gmail · repetitive correspondence

    An AI automation for Gmail that clears repetitive email before the team has to touch it.

    ~3 000 emails a month on a single shared inbox. The system connects to Gmail, reads every new message, answers repetitive cases from approved rules, and brings only sensitive or unclear mail to a human, with the reason and context already prepared.

    Problem

    Every day the same simple questions landed in the shared inbox: where's the invoice, is the deadline still on, can you resend the link.

    How it works

    The system reads every new email, closes out the routine ones itself, and hands a person only the cases that genuinely need a decision.

    Sector
    Operations / service desk
    Channel
    Shared Gmail inbox
    Volume
    ~3 000 emails / month
    Open case
  2. TAKEN
    02AI Agents
    Real-estate investment

    An agent that carries a lead from the portals all the way to the first SMS to the owner.

    The system watches saved searches across OLX, Otodom, Gratka, and Morizon, remembers each listing's history, and hands the operator a short decision queue. On the strongest leads it prepares the first contact: an SMS to the owner, ready to send with a single approval.

    Problem

    Whoever messaged the owner first won, and manual portal-watching was simply too slow for that.

    How it works

    The agent watches four portals (OLX, Otodom, Gratka, Morizon) around the clock, so no one has to click through tabs every morning.

    Sector
    Real-estate investment
    Sources
    OLX, Otodom, Gratka, Morizon
    Memory
    More than 6,000 listings with history in the CRM
    Open case
  3. INVESTPASS
    03AI Agents
    Private-company screening · investment workflow

    Investment OS for private-company screening.

    A chatbot summarizes a spreadsheet. This system runs the analyst's first pass across the whole list, tens of thousands of companies: hard gates before AI, per-company research across registry, financials, LinkedIn, and web, an 11-question diligence framework with sources, long memory across runs, and memo plus outreach drafts that wait for approval.

    Problem

    Before an analyst even began judging a company, the time went on tedious prep work: tidying up messy exports, checking whether a company fit at all, digging up context in registries.

    How it works

    The system takes on the entire first pass, even across tens of thousands of companies at once.

    Sector
    Private-company screening (PE/VC)
    Inputs
    Company exports, KRS registry, financials, LinkedIn, web context
    Architecture
    Deterministic gates before AI plus a bounded agent loop
    Open case
  4. 04AI Agents
    Personal operator · OpenClaw / Hermes

    A personal AI operator, tuned and hosted on your own machine.

    An operator for one person, built on OpenClaw or Hermes: enhanced memory, tools, permissions and skills, tuned to your work and hosted on your own VPS or machine, so your data stays with you.

    Problem

    Your work scatters across separate tools: documents in one, research in another, leads and market signals in the next.

    How it works

    You get one operator for documents, research, markets and leads, one that remembers earlier conversations and runs on your own hardware.

    Type
    Personal operator (per person)
    Base
    OpenClaw or Hermes
    Hosting
    Your VPS or machine
    Open case

Free process scan

Start with a free process scan.

  • 30 minutes with the engineer who would build it, not a salesperson.
  • A review of the processes that cost you the most time and money.
  • A written summary: what to automate, in what order, with cost ranges.

No sales deck and no obligations. If automation doesn't make sense, we'll write that too.

0 PLN

30 minutes · written takeaway within 2 business days

Your process could be the next deployment.

  • 30 minutes with the engineer who would build it, not a salesperson.
  • A review of the processes that cost you the most time and money.
  • A written summary: what to automate, in what order, with cost ranges.
0 PLN30 minutes · written takeaway within 2 business days
Book a free process scan (30 min)

No sales deck and no obligations. If automation doesn't make sense, we'll write that too.