Cases

    Results we've created together

    Real systems, built in real businesses. Client names are kept confidential – but the architecture and the results are real. The figures are based on each client's internal before/after measurements.

    A complete AI workspace – built from scratch

    For a European scale-up we built an internal AI workspace of our own – an assistant the team talks to for research, account prep, outreach and compliance. It runs in production, on the same architecture we bring to every engagement.

    European scale-up

    ~95%less manual research time per account

    The sales and customer success teams worked across scattered tools with no shared AI layer. Together we built an internal AI workflow the team can talk to – research, account prep and follow-up in minutes instead of hours. Today the team owns the system themselves.

    Nordic B2B SaaS company

    ~85%less manual research time per account

    Manual research was the biggest time sink in the outbound motion. We built a pipeline that reads and summarises each account, finds the right signals and suggests personal openers – with a verification gate that keeps the quality up.

    Swedish scale-up

    Signal → actionfrom market signal to outbound activity

    The team had no systematic way to capture buying signals from target accounts. We built a pipeline that discovers, interprets and classifies signals – and feeds them straight into targeting and messaging.

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