Portfolio · 2026

I combine strategic understanding, hands-on execution, and AI expertise. I build solutions that create value for customers, people and organizations.

A combination of long experience in business leadership and 30 years of ICT expertise.

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Isokyrö · FI
Approach

Where others stop at PowerPoint,
I build.

AI initiatives often stall at strategy slides because the gap between three areas remains unbridged: executive strategy, the team's daily reality, and the actual implementation of AI.

I work in between. I identify the tools that actually hold up in production — not the hype. I build workflows that integrate with how the team already works. I teach the team to use them. And I communicate to leadership what it means strategically.

The outcome: people aren't replaced — their time is freed up for the real problems.

01

Strategy

A combination of long experience in business leadership and 30 years of ICT expertise. I understand which solution creates real value for the business and the organization.

02

Execution

Next.js, React, NestJS, TypeScript, PostgreSQL, Tailwind. Strategy does not stay in slides when the same person understands and builds.

+
03

AI

Claude, ChatGPT, HeyGen, Web Speech API. I orchestrate multiple models into a single flow — where one model is not enough.

Strategy, execution and AI in the same hands. A whole that has been thought through to the end.
Philosophy

Simple
is beautiful.

I see things from the customer's perspective. Most often the problems I face have no ready answer — that is when I have modeled, presented, and built the solution together with the customer's needs.

Micro-application model
Yesterday
Complex Excel
Cells, formulas, macros. One person knew how to use it, others feared breaking it.
↓
Today
Micro-application
Web-based, mobile, adapts to the process. Anyone can use it, nothing to "break".
↗Same idea as AI agents — focused on a single task, precise, efficient. For human workflows.
Business value first

Understanding the customer's problem before code. Solution measured in time saved, not lines of code.

Precise targeting

One process, one app. Not everything for everyone — exactly what the customer needs, with modern tools.

All the way to product

When needed, I model the concept into a finished product: architecture, UI, deployment.

SUM →A micro-application is not a stepping stone to "something bigger". It is the right tool for a company that needs a solution — not a platform.
Work
10/Computer vision · Mobile PWA2026

SignSpot.

A mobile PWA for municipalities and contractors, installable to the home screen without an app store: capture a sign post with the camera, Claude Vision recognizes the signs and supplementary plates, user confirms, the collection list fills up with GPS location. Learns from user feedback per organization.

Problem

Mapping and ordering traffic signs in the field is slow: signs are photographed, types and variants recorded by hand, locations separately. Errors creep in and the work is manual.

Solution

SignSpot recognizes the signs on a post from a camera image using Claude Vision (Haiku + Sonnet) or from voice input, fills in variants and location automatically, and learns from the organization's feedback via RAG boost. A mobile PWA — no app store dependency.

PWANext.js 16ReactTypeScriptMongoDBClaude Vision (Haiku + Sonnet)Vercel Blob
Result →A post's signs are logged in seconds in the field, gloves on. Common signs are recognized with 90–98 % confidence, and the system sharpens with use.
09/Digital Twin Platform · multi-agent AI2026

DigitalTwin.

You can create a digital twin for any product, device, or machine.

↳Depending on the modules in use, you can track a product's lifecycle for its entire lifetime. The connected AI analytics tracks devices automatically — observations do not depend on human memory or intuition.
Problem

In a device's lifecycle, the manufacturer, service provider, and owner work in separate systems. Data fragments, predictive maintenance is absent, branding for new customers takes weeks. Existing platforms are built for either small or large devices — not both.

Solution

Universal digital twin platform with multi-tenant architecture. The same foundation works for any size of device. Five AI agents, executive KPI dashboards, location data for every part, white-label branding in 30 seconds.

5
AI agents orchestrated
30 s
white-label branding
3
user roles OEM · service · owner
5 → ∞
parts scalable
Frontend
Next.jsReactTypeScriptTailwind CSSReact QueryPWACSS Custom Properties
Backend & data
NestJSPostgreSQLTypeORMREST + GraphQLMulti-tenancyRBAC
AI & Intelligence
Claude APIMulti-agent orkestraatioPredictive analyticsDocument intelligencei18n FI · EN · SV · ET
Infrastructure
DockerKubernetesJWTHealth checks & logging
Result →One platform tracks any device throughout its entire lifecycle — from a household device to a paper mill production line. Manufacturer, service provider, and owner see the same data in real time. AI does not just record — it detects, predicts, and reports before a human even asks.
08/Financial ops · AI assistant2026

Pulse OS.

A conversational AI financial assistant connecting Netvisor accounting with Claude AI. Analyzes cashflow, compares months and suggests actions — in plain language.

Problem

SMBs (€0.1–3M) rarely have an in-house finance team. The numbers live in Netvisor, but daily analysis — cashflow, month-over-month comparison, anomalies — still means manual work or an external accountant. Charts and reports need interpretation; the answer to what to do next does not appear on its own.

Solution

Pulse OS connects Netvisor and Claude AI into a conversational financial assistant. Ask in plain language — the AI fetches real figures through tools instead of guessing. It analyzes cashflow, compares months, flags anomalies and suggests an action. Includes an officially validated Netvisor ISV integration; data hosted in the EU.

Next.jsReactTypeScriptMongoDBClaude APINetvisor API
Result →No chart to interpret — just an answer. Fast daily financial analysis, comparison and near-term forecasting — built for companies without a finance department. Morning brief, seasonal analysis and AI assistant in one view.
07/Agile development · validation model2026

AgileAI™ Development Loop.

Agile development validation tool

Problem

Agile development decisions often remain internal guesswork within the team. Participation, transparency, and validation do not scale the same way across projects — especially when both business and technical implementation are involved.

Solution

AgileAI™ Development Loop combines organizational participation, transparent decision-making, and AI-assisted analysis into one model. The tool collects feedback, structures it, and supports validation with a Google Sheets-based workflow.

AgileAI™Ketterä kehitysGoogle SheetsNext.jsFramer MotionValidointimalli
Result →The validation model works at any project stage — from websites to software and application projects. Development decisions are based on shared insight, not one person's assumptions.
06/HR & compliance · multi-tenant2025

StaffForge.

When 40 workers' papers no longer fit on the desk.

↳Photograph passport with phone → save. Color warnings, email alerts, archive. Authority requests a report → click documents, print and send summary.
Problem

A company must manage dozens — sometimes hundreds — of individual documents per employee. Passport, residence permit, work permit, safety cards, employment contracts. Each with its own expiration date, each critical in the eyes of authorities. Documents are scattered in cabinets, email, and Excel. Manual tracking does not scale.

Solution

Multi-tenant SaaS where each customer has its own database. Color-coded tracking, email alerts, mobile camera capture, archive, regulatory reporting at the press of a button.

~40
workers in production
4
languages FI · EN · SV · ET
3
level color warning
0
manual tracking
Frontend
React 18ViteReact Router 6Tailwind CSSMaterial-UIi18next
Backend & data
Node.jsExpressMongoDB AtlasMongooseGridFSMulti-tenant DBVercel Functions
Security
JWT + bcryptjsHelmetRate limitingAudit trailDatabase isolation
Result →The company manages its employees' documents in one place, mobile and real-time. An expiring document is detected automatically weeks before the deadline, and a regulatory report is generated with a single click. Administrative burden drops to a fraction.
05/Inventory + time tracking · production2024

Shift OS.

Inventory and time tracking together. In the field, on the desktop, in reports.

↳One login → in the field, time stamping + production volumes; for managers, monthly, weekly, comparison, and time-series reports as Excel and PDF exports.
Problem

Inventory management and time tracking were done in separate systems. Data scattered, double-entered, hard to report.

Solution

One mobile-first system that handles both. Includes five report views and Excel/PDF export for managers.

Google Apps ScriptGoogle SheetsJavaScriptHTML / CSSChart.jsMobile-firstExcel-vientiPDF-vienti
Result →Two systems → one. Data entry time −50%.
04/Virtual assistant · CV companion2024

Emilia.

She introduces me. With AI. And invites visitors to connect — in real time.

↳Multi-LLM workflow: ChatGPT analyzed the CV and wrote the script. HeyGen created the talking AI avatar. Claude built the application.
Problem

A CV tells. It does not converse, does not recognize the reader, does not invite contact, and does not tell the applicant who read it and when.

Solution

A small app embedded at the end of the CV where an AI avatar introduces Kimmo, asks interactive choices, recognizes the visitor, directs to WhatsApp, and reports back to Kimmo.

AI
Claude 3.5 SonnetChatGPTHeyGen AI
App
React.jsTailwind CSSBabel StandaloneGoogle Apps ScriptMaps GeocodingDrive APISheets APIMailAppScript PropertiesWhatsApp deep-linkQR Monkey
Result →The CV did not end on the last page — it continued as a two-way conversation. The applicant hears when someone reads, the reader hears when someone responds.
03/Learning apps · 9 languages2024

Opi-sarja.

Reading and maths in Finnish — learning aloud, free.

Problem

Finnish-language early-education learning games were lacking or paywalled. Nothing existed for read-aloud practice.

Solution

Two apps with several learning games inside. Animal characters as teachers, Web Speech API as the listener, i18next delivers content in nine languages.

9
languages
2
apps
4+
mascots
ReactViteTypeScriptTailwind CSSWeb Speech APIi18nextPWAVercel
Result →Launched on Product Hunt. Nine languages. Ad-free, free — in daily use.
02/Order & supply chain · food industry2023

Order Stream.

From order to delivery — automatically.

↳Automatically generates a formatted Excel order that the manufacturer's system reads directly.
Problem

Orders were processed manually in Excel. Errors, slowness, and lost orders.

Solution

Order form → archiving → confirmation → courier view → ready Excel for the manufacturer. One flow, no middlemen.

Google Apps ScriptGoogle SheetsJavaScriptExcelJSMailApp APIHTML / CSS
Result →30 minutes → 2 minutes per order.
01/Warehouse management · field work2023

Inventory OS.

GPS-located equipment registry. Designed for the field.

Problem

Seven warehouses within a 20 km radius. Equipment logging was done on paper and spreadsheets — errors, duplicate work.

Solution

Mobile app that uses GPS to identify which warehouse you are in, stores photos and QR codes, and syncs to the database in real time. Field workers do not need a computer.

Google Apps ScriptGoogle Sheets APIJavaScriptMaterial Design LiteGeolocation APIGoogle Drive APIQR Code API
Result →Real-time equipment inventory across seven warehouses — without duplicate logging or paper.
Journey

Three decades.
One thread.

30 years of ICT, 20 years in CEO positions. I am a problem solver — I design and develop solutions that create value for businesses and communities.

I have been doing things on a computer my whole childhood. First programs at age 8 on a Commodore VIC-20, manual in hand — trying, wondering what the machine could do. The same curiosity has stayed with me a lifetime.

1995
— 1999
Specialist years

From industrial production systems to project manager in multimedia. Technical foundation strengthened and skills grew, but already then I was asking: what new can we invent, what new applications to support business?

1999
— 2019
CEO years

Twenty years of leading companies. Networks of regional offices, international collaboration, development and export of own software products, VTT research projects. Customers including ministries and leading names in Finnish industry. In every role the same question: with what structure do solutions create the most value?

2020
— now
A new era

A few years of project-based assignments — and in recent years closer to making things than ever before. Elements of AI training program, data-driven leadership and data economy, AI tools for work. Seven own products with AI support, multi-agent AI architectures. I have built evidence of what the combination of strategy, AI, and execution can achieve.

The thread →At every stage, I have moved closer to making things, but the foundation has always been managing complete systems. Specialist → project manager → CEO → independent builder. Same guiding principle year after year: "What creates the most value — for the customer, the organization, the people?"
Get in touch

Looking for an expert
for your organization or team?

I am available. Tell me briefly what kind of expertise you are seeking — a permanent position, a project role, or an idea you want to discuss together. I respond personally, usually within the day.

Send email→LinkedIn↗
kimmo.jaakkonen@gmail.com
Isokyrö, Finland· works remotely in Finland and internationally