Outstaffing · Custom software + AI assistant · [X] weeks · [price range]

    500 contracts a year, each typed into Word. Now: pick a client, pick a template, done.

    MR3 Solutions, an outstaffing company, spent up to ten minutes on every contract and kept its business knowledge in binders. I built a system that drafts documents in under a minute — and an AI assistant that answers questions the binders used to.

    7 → 1 min
    per contract
    500+
    contracts a year, all through the system
    ~1 week
    of work saved per year [confirm: 50–75 h]
    MR3 Solutions screenshot

    This is your situation if…

    • Your team produces the same kind of document again and again — contracts, offers, authorisations, invoices — by filling in a template by hand.
    • Client details live in several places, so every document means cross-checking and the occasional wrong number.
    • Finding out “what did we agree with this client two years ago?” means opening a folder or asking the one person who remembers.

    The problem

    One contract meant opening a Word template, typing in the client's details, checking them against two or three other sources, fixing the formatting and sending. Seven to ten minutes of work that needs no thinking — multiplied by more than 500 contracts a year.

    The second problem was quieter. Business information lived in physical binders and scattered spreadsheets. Any specific detail — a past agreement, a promissory note, a client's history — meant physically searching for it. Two earlier attempts to automate the contracts had ended back in Word templates.

    What I built

    In the order it happened.

    1. 1
      Walked through every step of making a contract.

      Where the data came from, who checked what, why the earlier attempts had failed. The answer: they automated the document, not the way the legal team actually worked.

    2. 2
      Client data entered once, reused everywhere.

      One client record feeds every document type. No more cross-checking three sources.

    3. 3
      Templates the team maintains themselves.

      A template editor with fill-in fields. When a clause changes, they change it — no developer, no waiting.

    4. 4
      Contracts and authorisations in one click.

      Select a client, select a template, generate. Under sixty seconds. Promissory notes tracked in the same place.

    5. 5
      An assistant that knows the business.

      An AI chat with access to the whole database. “What did we agree with client X?” gets an answer in seconds instead of a trip to the binder.

    MR3 Solutions - additional screenshot

    The AI assistant answering from the client database.

    For technical readers: how it's built

    Web app built with Lovable and Claude Code on a Supabase database; document generation and the AI assistant's data access orchestrated in n8n; template variables resolved at generation time. [confirm details]

    Lovable
    Claude Code
    n8n

    What changed

    Measured [X months] after launch.

    7 → 1 min
    per contract, from “open Word” to “sent”
    ~1 week
    of one person's work back every year [confirm]
    0
    binders and spreadsheets still in daily use
    [X]
    people who stopped doing this work by hand
    Duration:
    [X weeks]
    Investment:
    [price range]
    Team on my side:
    just me
    Runs in:
    MR3's own accounts [confirm]
    “I'd tried to automate our contracts twice before with other consultants and both times we ended up back in Word templates. Stefan's system drafts them in under a minute and actually integrates with how our legal team already works. That last part is what the others missed.”
    Petar VučkovićPetar Vučković
    Director, MR3 Solutions

    Still filling in templates by hand? Let's talk.

    30 minutes, free, no commitment. You talk to me from the first call to delivery. Or write to iveticpf@gmail.com.

    Book a free 30-minute call