dav|consulting — Davcon AB

01Data Science · Language Technology · AI

Automate the boring stuff.
Focus on what moves your business.

Davcon is a Stockholm data-science company. We collect, analyse and visualise unstructured data — and build the AI and automation that makes it repeatable.

Get in contact See our projects
  • Stockholm, Sweden

02Profile

Data is often scattered. We build systems that make your operations robust and seamless.

Modern data flows are complex. Information arrives from upstream partners, passes through downstream systems, and too often stalls inside internal ones. Davcon builds tailored systems that give you full visibility and control over every data source.

Since 2019 we have done this for private companies, NGOs and government institutions: mapping how data actually moves, then replacing manual stitching with pipelines, models and interfaces their teams can trust. Our clients have organised processes and flows they could not manage themselves — raising the quality of their operations and saving time and resources.

  • 01
    Built around your reality. Every system starts with the sources you actually have — upstream feeds, downstream systems and internal records — and the way your team works.
  • 02
    Integration is the job. APIs, exports, documents and legacy databases connected into one dependable flow, with validation built in from day one.
  • 03
    Results you can count. Less manual stitching, faster reporting and hours returned to the business — running in production, not on a slide.

03Services

Four disciplines, one pipeline.

Most projects need more than one: collect the material, find the structure, make it legible to the people who decide — then automate what repeats.

/ 01

Data collection

Survey-based collection, targeted web scraping, API integration and metadata generation — with cleaning and validation built in from the start.

Surveys Web scraping APIs Metadata Data cleaning
/ 02

Data analysis

Statistical analysis, natural language processing, machine learning and network analysis. Modelling and prediction on data you can defend.

Statistics NLP Machine learning Graph analysis Forecasting
/ 03

Data visualisation

Interactive dashboards, automated reporting and clear visual stories that make the result obvious to a non-technical audience.

Dashboards Reporting Data storytelling Decision support
/ 04

AI & automation

Retrieval-augmented assistants, agent workflows and LLM pipelines built on your own documents — with evaluation, logging and a human in the loop wherever the output has to be right.

LLM-agnostic by design. We use whichever model is best for the task — commercial API or open weights — and host state-of-the-art open models ourselves when the data cannot leave your environment.

RAG Agents LLM pipelines Evaluation Human review

04Company-led projects

Two products, built on the stack we use for clients.

Beyond consulting, we build and run our own software — compliance platforms where data collection, analysis and reporting meet.

Cybersecurity
compliance SaaS

Turn NIS2 into your competitive edge.

One platform for cybersecurity compliance — guided, auditable, and built for SMEs rather than only enterprises.

  • Guided NIS2 gap analysis — know where you stand in 30 minutes
  • AI-assisted analysis and report generation, reviewed by Swedish specialists
  • Audit-ready documentation with full traceability
NIS2 Cybersäkerhetslagen CER AI
Explore ToBeSecure
Sustainability
reporting SaaS

Turn sustainability data into decisions.

Collect, store and analyse CSRD data across your value chain — and turn mandatory disclosure into a clearer view of the business.

  • CSRD and VSME reporting in one workflow
  • Stakeholder data collection, materiality and gap analysis
  • Decision-ready ESG indicators, with expert support at every step
CSRD VSME ESRS Advisory
Explore BeyondCSRD

Selected clients

Private companies, agencies and international organisations

06Technology

The stack we build on.

Chosen for reliability rather than novelty. We pick the tool that fits the problem — and keep it maintainable after we leave.

We are deliberately tool- and model-agnostic. If the right solution is something else entirely, we will say so before the project starts.

07Team

Senior people, doing the work.

No handover to a junior team after the pitch. The people you meet are the people who build.

Jonas Norén and Gustav Engström, founders of Davcon
Jonas Norén & Gustav Engström · founders

Jonas Norén

CEO · Data scientist

Fifteen years of evaluation, strategy and statistics consulting, mainly in private-sector development and international development assistance. Jonas builds data-driven systems for collection, analysis and reporting — and stays to run them once they are live.

M.Sc Political Science & EconomicsEvaluation & strategyData-driven systems

Gustav Engström

Data scientist

Ph.D. in economics from Stockholm University and more than a decade of mathematics and statistical research. Gustav has co-authored fifteen articles in journals including Science and Nature, and works on NLP, machine learning and network analysis.

Ph.D. Economics15+ peer-reviewed articlesNLP & network analysis

Tell us what is slowing you down.

A short call is usually enough to see whether data can carry the answer. If it cannot, we will tell you straight.

Stockholm · Swedish & English