Daystrom Data · Analytics · Dashboards
Raw data in.
Decisions out.
We design and build dashboards, data products, and the pipelines underneath them — for teams that need every number traceable to its source. The same rigor we run in our own four live data products, brought to yours.
Revenue by month
Orders this month
0
across 3 regions
Tickets by day
Data quality
98.2%
1,588 of 1,617 checks passed
Coverage by source
Organisations our founders have worked with
Institutions, media, and services
Biotech and health-related companies
Services
Everything data, end to end.
Visualisation is the craft we're known for, but a dashboard is only as good as the data underneath it. So we take on the whole stack — from the pipes to the picture.
Dashboard & BI implementation
Power BI, Tableau, Looker, Metabase, or a fully custom web dashboard — built on your real data model, not a demo dataset.
Data visualisation & storytelling
Charts that survive the board meeting: the right form for each question, annotated so the takeaway lands without a presenter.
Data engineering & integration
Pipelines that move data from where it lives to where it's useful — warehouses, marts, scheduled refreshes, monitoring.
Data products & platforms
Databases and APIs as products: unified schemas, data dictionaries, versioned snapshots. We run four of them ourselves.
Analytics & decision intelligence
KPI frameworks, forecasting, anomaly detection. The step from “we have data” to “we know what to do on Monday.”
Embedded analytics & data APIs
Dashboards and query APIs inside your own product, in your branding. REST and MCP endpoints so AI agents can use your data too.
Data quality, governance & provenance
Per-field source links, quality scoring, access control, GDPR. Numbers that hold up when an auditor or a journalist asks.
Enablement, documentation & training
Data dictionaries, handover documentation, and training so your team owns the result — not a black box.
The flagship craft
Dashboards people actually use.
Most dashboards die two weeks after delivery: opened once, misunderstood, exported to spreadsheet, forgotten. Ours are designed for the Monday meeting — clear enough to read without a data person in the room.
Executive dashboards
One screen, the five numbers that matter, zero training required.
Operational & monitoring views
Live state of the business on a schedule you define — hourly, daily, weekly.
Report-grade exports
The same chart, print-quality in the PDF report your ministry or board expects.
Accessible by default
Colour-blind-safe palettes, WCAG contrast, keyboard-navigable dashboards.
English & German
Interfaces, documentation, and delivery in both languages.
Revenue · FY 2026
Live · weekly refreshFigure 3. Monthly revenue, financial year 2026.
Method
A method, not a mystery.
Five phases, each with named deliverables — so you always know what you’re paying for next, and procurement knows what it’s scoring.
1 · Audit & discovery
1 · Audit & discovery
We inventory your sources, chase down the spreadsheet-of-truth rumours, and find out which numbers people already trust — and which they quietly ignore.
Deliverables
2 · KPI & data-model design
2 · KPI & data-model design
Together we define the handful of metrics that actually drive decisions, then model the data so every metric computes the same way twice.
Deliverables
3 · Build & validate
3 · Build & validate
Pipelines and dashboards in short cycles. Every number is checked against the source system, with the people who own it, before it ships.
Deliverables
4 · Ship, train & document
4 · Ship, train & document
Launch with training sessions and full documentation, so the next question is answered in the docs — not in a support ticket to us.
Deliverables
5 · Operate & iterate
5 · Operate & iterate
Either we keep it fresh, monitored, and evolving as the questions change — or we hand over the keys entirely. Both are fine endings.
Deliverables
Proof, not promises
We don’t just consult on data — we run four of our own.
These are live, paid data products we built and operate. They share one standard, and it’s the one we bring to your project: every field links to its source.
TrialBase DB
trialbase-db.org
Clinical trial registrations from seven public registries — ClinicalTrials.gov, EU CTIS, ISRCTN and more — unified into one queryable schema.
- 694,885
- trials
- 7
- registries
- 13.2M
- sourced values
RxAtlas
rxatlas.dev
US prescription drug products from openFDA and DailyMed, reconciled to canonical NDC identifiers with full lineage.
- 135,410
- drug records
- 13
- sources
- 3.6M
- sourced values
RecallRadar
recallradar.dev
Product recalls and safety notices from CPSC, EU Safety Gate, UK OPSS and other authorities, cross-market in one place.
- 56,602
- recall records
- 8
- gov. sources
- 1M+
- sourced values
Apex DB
apex-db.org
Vehicle variant specifications, WLTP CO₂ and EV data from KBA, EEA and EPA — with registry join keys and PCAF quality scores.
- 43,077
- variants
- 57
- sources
- 1.6M
- sourced values
Procurement & compliance
Built to pass procurement.
The paperwork is part of the product. What public-sector buyers need in order to score a vendor, we already have on file — and we’ve been on both sides of the table.
EU company, EU law
Daystrom OÜ, registered in Estonia (registry code 17537299, VAT EE102999776), based in Tallinn. Eligible for EU and EEA procurement.
GDPR by default
DPAs signed as standard, not on request. Data stays in systems you approve; access is scoped to what the work needs.
Documentation is a deliverable
Data dictionaries, metric definitions, and handover docs ship with every project — so results survive staff rotation.
Licensing clarity
Per-source licence documentation on all our data products. Clean, documented chains for anything you redistribute.
English & German
Delivery, interfaces, and documentation in both languages — across borders and inside authorities.
References on request
Public institutions and enterprises among past clients. A structured capability statement is available for tender submissions.
Engagement
Four ways to work with us.
Fixed-scope projects
A defined outcome, a defined price. Discovery to delivered dashboards, typically four to ten weeks.
Sprints
Two-week cycles, each with its own scope and something usable at the end. Stop after any sprint; everything built stays yours.
Retainers & support
Monitoring, refreshes, and iteration once things are live. Monthly, cancellable, no lock-in.
Framework & contracting
Pre-agreed terms for public-sector buyers: call-off orders, framework rates, and procurement-ready paperwork from day one.
FAQ
Questions about data work.
The data-specific ones, anyway. If yours isn’t here, the 30-minute call is the fastest way to a real answer — describe the data problem and we’ll tell you whether it’s worth solving.
Whatever fits the job, not whatever we happen to sell. Power BI, Tableau, Looker and Metabase for classic BI; custom web dashboards when off-the-shelf can't show what you need; Postgres, SQL Server, BigQuery and Snowflake underneath; Python and dbt for the pipelines. If you already have a stack, we build inside it.
Start
Tell us what your data needs to say.
Bring the messy spreadsheet, the warehouse nobody trusts, or the tender deadline. Thirty minutes is enough to know whether it’s worth doing.
Prefer writing? hello@daystromworks.com reaches the same team.