Verivion

Applied AI. Accountable decisions.

AI systems for
public institutions
and research teams.

We turn complex data and documents into traceable analysis, reproducible workflows and decision support.

Discuss a project See what we’ve delivered

From the first working prototype to integration and handover.

FROM EVIDENCE TO ACTION
Documents
Data
Signals
STRUCTURED ANALYSIS

Make the evidence useful.

Retrieve. Compare. Explain.

Human reviewExpert judgement stays in the loop.
ReportsRankingsResearch workflows

Sources, assumptions and decisions kept visible.

In public-sector use

Verivion Export powers the Target Market Advisor in Estonia’s Export Portal.

Explore the case

01 / Delivered work

Built for a real decision.
Working in a real service.

Our flagship product brings company data, market evidence and structured reasoning into an everyday advisory workflow.

LIVE IN ESTONIA’S EXPORT PORTAL

Verivion Export

A clearer starting point for the next export market.

Verivion Export powers the portal’s Target Market Advisor. It turns a company profile and market evidence into ranked market recommendations and an advisory report.

The result gives companies and advisers a structured basis for exploring opportunities and discussing what to do next.

Explore Verivion Export Visit the Export Portal

THE ADVISORY WORKFLOW

  1. 01

    Understand the company

    Products, capabilities and export context.

  2. 02

    Bring the evidence together

    Trade data and market signals.

  3. 03

    Compare the opportunities

    Structured criteria and ranked markets.

  4. 04

    Support the next conversation

    Recommendations with an explanation.

Decision support for companies and advisers.

02 / What we build

Useful AI starts with
a specific problem.

For institutions with complex information, and research teams that need a dependable path from data to analysis.

01

Public-sector
AI systems

Make large bodies of information easier to search, compare and use in expert work.

  • Document search and evidence retrieval
  • Policy and programme analysis workflows
  • Structured reports and decision support

Built aroundYour analysts, sources and review process.

02

Research software
and applied AI

Turn a research question into a reproducible workflow that your team can inspect and build on.

  • Data preparation and integration
  • Modelling and evaluation pipelines
  • Research prototypes and analytical tools

Built withScientific experts defining the questions and interpretation.

03

Evidence and
decision intelligence

Connect fragmented sources to a clear comparison of options and their trade-offs.

  • Market and external-signal analysis
  • Media monitoring and source discovery
  • Multi-criteria assessment workflows

Built forRecommendations people can examine and challenge.

Designed for scrutiny

A useful answer
needs a visible basis.

We design around the people who must understand, review and take responsibility for the result.

Evidence you can follow

Keep source references, assumptions and analytical steps connected to the output.

Evaluation built into the work

Agree on test cases and acceptance criteria early. Check quality against the intended use.

A system your team can maintain

Plan deployment, documentation, data handling and maintenance from the start. Agree on ownership and licensing before development.

03 / Working together

Start focused.
Build towards real use.

A defined first step makes it easier to test value, manage risk and decide what deserves further investment.

  1. 01

    Scope

    Define the user, the decision and the available evidence. Agree on a practical first outcome.

    Problem & acceptance criteria
  2. 02

    Prototype

    Build a working version using representative data and a workflow people can try.

    Working demonstrator
  3. 03

    Evaluate

    Test with domain experts. Examine errors, limitations and whether the system is useful.

    Evidence for the next step
  4. 04

    Integrate

    Connect the system to its intended environment, document it and plan ongoing support.

    Deployment & handover
Uku Sildoja, founder of Verivion
Uku SildojaFounder & engineer

04 / Who you work with

Research-minded.
Delivery-driven.

Work directly with the person building your system.

Verivion is led by Uku Sildoja, the sole engineer behind the Verivion platform that powers the Export Portal’s Target Market Advisor.

Alongside his commercial work, Uku is an early-stage researcher and PhD student at TalTech, working on structured decision methods and AI-assisted analysis.

Engagements are founder-led. Specialist involvement is agreed as part of each project’s scope. For research collaborations, the software and analytical workflow are developed around the scientific team’s questions and expertise.

Talk directly with Uku

Let’s find a useful first step

What should your team
be able to do better?

Tell us about the workflow, the available data and the outcome you need. We can start with a focused feasibility study, a prototype or a defined development project.

Discuss a project Tallinn, Estonia