A scalable outbound system: automated prospecting, AI buyer signals, lead enrichment and email campaigns in one repeatable flow.
Our work
What we've built
Client work, projects we've created, and founder products used by 50,000+ people.
Forecasting and planning tools that bring existing data into one view, helping the team compare forecast changes, explore different scenarios and review plans before making adjustments.

An independent tool for exploring Finland's parliament, bringing MPs' speeches, votes, campaign funding and lobbying records into one searchable view.
Built by our founders
Marine charts, weather and live vessel information in one app for Finnish boaters, on the web, iOS and Android.
A language-learning app built around spoken conversations with an AI teacher.
All projects
100+ projects, grouped by the problems we solve
A selection from our founders' careers, including prototypes and tools used at different stages of development.
- Lead sourcing and outreach
Finds companies that match set criteria, gathers public evidence and prepares personalised emails that are checked before sending.
- Product enquiry assistant
Prepares multilingual draft replies to enquiries about high-value products from product documents and earlier answers. Staff review and send.
- Customer-aware email drafts
Brings customer records and earlier conversations into drafting, so a reply is ready for a person to review in the normal inbox.
- Personalised email marketing
A recurring pipeline that selects customers, prepares personalised messages and sends them to thousands of recipients.
- Operations platform
One system for leads, clients, delivery work, agreements and invoicing, without moving records between separate tools.
- Document signing
Prepares documents, sets signer roles and order, and tracks progress through secure links, with reminders and an audit trail.
- Business directory publishing
Imports service-provider records, removes duplicates, enriches company information and builds category and location pages.
- Multi-country commerce and reporting
Connected webshop, CRM, payment and accounting workflows across three European legal entities, with a shared data warehouse.
- Order and shipment automation
Shipment updates into the CRM, duplicate-order detection, address validation and multilingual customer notifications.
- Supplier and finance automation
Invoice generation across three legal entities, supplier invoices and stock data connected across systems, and bulk payment processing.
- Operations software for construction firms
Time tracking, project management and invoicing for small construction companies, with AI parsing of purchase invoices.
- Vaalikartta.fi
An independent tool for exploring Finland's parliament, bringing MPs' speeches, votes, campaign funding and lobbying records into one searchable view.
- Company research at scale
Turns an existing company list into a sourced dataset of public company, financial and contact information, flagging gaps.
- Investment research experiments
A multi-agent platform that generates candidate strategies and evaluates them separately against withheld historical data.
- Deal-flow intelligence
Collects and classifies Nordic company data and surfaces funding and market signals against defined investment criteria.
- Federated web search
Queries independent search indexes, removes overlapping results and combines the rankings locally.
- Brand assets to video
Turns existing images, logos and brand materials into reusable video compositions and variations.
- AI brand designer
Develops first concepts and variations from existing brand assets. A designer reviews the options and keeps control.
- Curated knowledge archive
Preserves useful AI-generated material with context, with duplicate checks and human editorial review before publication.
- Automated content and curation
An AI-news newsletter pipeline, plus automated daily posts and weekly playlist updates for a music-curation channel.
- Camera-based equipment monitoring
Reads an equipment LED through a camera and turns its state into machine-readable data for monitoring and alerts.
- AI-assisted CAD and manufacturing
Turns written part requirements into parametric CAD models, checks printability constraints and prepares models for slicing.
- Local speech-to-text
Dictation started from a keyboard shortcut, transcribed on the user's own device.
- Natural-language browser automation
Turns written tasks into actions across website interfaces by reading the page structure.
- Remote coding-agent interface
Supervise locally hosted coding agents from desktop or mobile while code and credentials stay local.
- Personal assistant platform
Provisions a separate AI-assistant environment for each user, with memory, messaging integrations and billing.
- Personal assistant and review emails
A personal assistant agent and an automated pipeline for tracking and review emails.
- AI fitness coach
A fitness app with an AI coach and wearable-device integrations.
- Agent-configurable environment
An agent describes system configuration as reviewable state, with changes tested before activation and rollback on failure.
- Isolated agent execution
Runs agents in restricted containers and keeps raw secrets behind a separate credential proxy.
- Remote development agent
Takes requests through messaging and works in a persistent cloud workspace, producing changes for human review.
- Multi-agent development
A lead agent plans and assigns work to worker agents, with explicit review before work is merged.
- Structured agent communication
Validates structured messages between agents and separates control fields from untrusted text.

