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Business Intelligence & Analytics Services

Hygge Software provides business intelligence and analytics services: BI consulting, data integration and warehousing, dashboard and reporting development, and support after launch. When revenue means one thing in the finance report and another in the product dashboard, the fix sits in the model underneath. We build a semantic layer that defines each metric once and serves it to every dashboard, report and API downstream.

Our Business Intelligence Services

Each engagement starts with the reports the business already runs on. Take one service, such as business intelligence consulting services before a build, or the full path from audit to support.

Business Intelligence Consulting

We review your current reporting, data sources and business KPIs, design the BI architecture and agree an implementation plan before the build starts.

Custom BI Software Development

Business intelligence software development for internal BI platforms, reporting interfaces and analytics modules, built around the questions your teams ask every week.

Data Integration & Warehousing

Data from CRM, ERP, eCommerce and other systems lands in one warehouse through ETL/ELT pipelines that run on a schedule and alert when a source fails.

Dashboard & Reporting Development

Interactive dashboards, automated reports and data visualization, each reading its metrics from one shared definition.

BI Modernization & Migration

Existing reports rebuilt on a cleaner model, analytics moved to a new platform, and slow models and sources tuned so reports load fast.

BI Support & Optimization

Data quality monitoring, report updates and new sources added as the business changes, by the team that built the model.

What Our Business Intelligence Services Help You Solve

Where reporting stops being something the business can act on. Two dashboards give two answers on the same number, the weekly report lands after the decision was made, and somebody is still exporting to a spreadsheet to check it. Business intelligence and data analytics services start by agreeing which number the company trusts.

The Same Metric Gives Two Answers

The Same Metric Gives Two Answers

Finance and product each built a dashboard, each filtered differently, and the two numbers are both defensible. Meetings become reconciliation sessions.

  • One definition per metric, written in a semantic layer every tool reads from
  • Lineage from a figure on a dashboard back to the source rows
  • Definitions reviewed in version control like any other code
Reports Run Against Production

Reports Run Against Production

Analysts query the operational database because that is where the data is, and a heavy report slows the application for customers.

  • A warehouse fed on a schedule, with production left to serve the product
  • Query paths sized for analysis
  • Refresh timing agreed against how fresh each report has to be
Nobody Can Get an Answer Without an Analyst

Nobody Can Get an Answer Without an Analyst

Every question becomes a ticket, and the answer arrives after the decision was already made.

  • Custom dashboards covering the questions asked every week
  • Self-serve exploration over modelled tables, with row-level security per user
  • Scheduled delivery so recurring reports arrive without being requested
The Pipeline Fails Quietly

The Pipeline Fails Quietly

A source stops sending, the dashboard keeps rendering yesterday, and nobody notices for a week.

  • Pipelines that fail loudly, with alerts naming the source and the run
  • Freshness checks visible next to every figure
  • Tests on the model that catch a broken assumption before it reaches a chart

What Makes Business Intelligence Software Development Complex

The charts are the easy half. What decides whether reporting gets trusted is the layer underneath: whether a metric resolves the same way for every consumer, whether the numbers are fresh enough for the decision, and whether a broken source announces itself. Hygge starts with what the business asks every week, works backwards to the model that answers it, and builds the pipeline last.

  • A metric defined in a semantic layer serves dashboards, notebooks and API callers identically. Two reports stop disagreeing by construction.
  • Hourly refresh costs more than nightly. Each figure gets the cadence its decision needs, and the page says when it last updated.
  • Regional managers see their region, partners see their own accounts. That rule belongs in the model where every query respects it.
  • Source checks, row-count tests and freshness alerts run on every load, so a silent gap becomes a notification.

Business Intelligence & Analytics Solutions We Develop

Each of our business intelligence analytics services ends in one of these solutions, or in a combination built on the same data model.

Custom BI Dashboards

Dashboards for business KPIs, financial and operational figures, with filters by period, region, channel or team, and the last refresh time next to each number.

Automated Reporting Systems

Regular reports generated on a schedule, delivered by email or into the tools your teams use, and checked for missing or late data before they go out.

Self-Service BI Solutions

Modelled tables and agreed metrics that let managers explore data and build their own reports without waiting for an analyst.

Embedded Analytics Solutions

Dashboards and reports built into your CRM, ERP or SaaS product, so users see analytics where they already work.

Where Data Analytics Services Apply

Sectors where a reporting gap costs money directly, and where Hygge has closed it. What changes between them is the number that decides the week: fill rate, utilization, margin per order, days to close. Custom dashboard development shapes the view around that number, and the source systems get modeled to feed it.

All Hygge Industries
Retail & E-Commerce

Retail & E-Commerce

Retail and e-commerce reconciling campaign spend, vendor billing and margin against the same orders.

Retail Software Development
Logistics & Warehouse Automation

Logistics & Warehouse Automation

Logistics operations measuring throughput, exceptions and carrier performance across sites.

Logistics Software Development
Sales & Marketing Technology

Sales & Marketing Technology

Sales technology teams tracking pipeline, deliverability and conversion from the same source records.

Sales Technology Software
HR & Recruitment

HR & Recruitment

Recruitment platforms measuring match quality and time to fill across employers.

HR Software Development
Healthcare & Staffing

Healthcare & Staffing

Healthcare staffing tracking fill rates, credential status and shift economics.

Healthcare Software Development

Retail Analytics Services & Solutions

Retail data sits in POS, ERP, eCommerce and loyalty systems that rarely agree on one number. Hygge provides retail analytics services and analytics solutions for the retail industry on the same BI and data engineering base as the rest of this page. When you compare retail analytics companies and retail analytics providers, check whose data model you get: we build it on your stores, channels and categories, and keep supporting it with retail analytics and consulting services after launch.

Sales & Revenue Analytics

Sales by store, channel and product category, with revenue, margin and promotion performance read from one definition of a sale.

Inventory & Supply Chain Analytics

Stock levels, inventory turnover, product availability, supplier delivery performance and warehouse operations in one view.

Customer & Marketing Analytics

Customer segments, purchase history, campaign results and shopper behavior, linked to the orders they produced.

Retail Performance Dashboards

POS, ERP, eCommerce and other system data combined in one dashboard for store, regional and head-office teams.

Technologies Behind Our Business Intelligence Solutions

Reporting fails when it competes with the system it reports on, so analysis storage is kept separate from the transactional database. This stack is chosen so a heavy query leaves the people doing the work it measures at full speed.

Columnar storage sized for analysis, kept separate from the databases serving the product.

SnowflakeSnowflake
BigQueryBigQuery
ClickHouseClickHouse
PostgreSQLPostgreSQL

Dashboard Development Services Track Record

Company numbers across every project, from the first audit through the years a system stays in service. Dashboard development services are judged on whether people still open the dashboard in month six. The audit at the start is what makes the delivery date and the price hold.

7 years
Shipping production software for US and European companies
1,000,000
Users on platforms Hygge built and migrated
3 months
From kickoff to pipelines running on a schedule
1 week
The longest you ever wait for a working build you can open and try

Our Business Intelligence Development Process

Start from the questions asked every week, work back to the model, build the pipeline last. That order means the first working report lands before the warehouse is finished. Each stage is checked against a number your team already knows by heart.

  1. Question and source audit

    2 weeks

    Hygge collects the reports the business runs on, checks which sources can answer them, and records where current figures disagree. The output is a metric list, a scope and an exact price.

  2. Warehouse and first models

    3-4 weeks

    Sources land in the warehouse on a schedule, with the first metrics modelled and tested. One dashboard goes live to prove the numbers against the current reports.

  3. Semantic layer and dashboards

    4-6 weeks

    Metric definitions move into the semantic layer, and the dashboards people read every week get built on top of it with row-level security applied.

  4. Alerting and self-serve

    2-3 weeks

    Freshness and row-count checks alert on failure, scheduled delivery replaces recurring requests, and analysts get exploration over the modelled tables.

Our Business Intelligence & Analytics Projects

Projects where the reporting gap was the problem the client was paying for. Each started with numbers that disagreed across systems and a team spending days reconciling them. What you see is the model that settled it and the decisions it unblocked.

All Hygge Case Studies
PlayFusionLabs CRM
Custom CRM Development

PlayFusionLabs CRM

Custom CRM development for a game studio. An agent researches companies, Today lists who to ping, and finance sits in one database.

  • ~2 monthsFrom first call to daily use
  • 150+Releases since launch
  • 1 databaseFor sales, projects and finance
  • $0In per-seat licences
Read the case
Hygge Lead Generation
Lead Generation Software

Hygge Lead Generation

Hygge's own outbound platform, where only approved hypotheses run campaigns. Every reply traces back to the targeting behind it.

  • 5 toolsReplaced by one platform
  • 0Scripted messages sent after a reply
  • Every leadTraced to its hypothesis
  • Per accountDaily and weekly sending limits
Read the case
NOODLZ
Live Auction Software

NOODLZ

Live auction software for an Irish agency network. Auctions moved off phone calls into one platform with verified bidders and a document vault.

  • 1 platformReplaces auctions run outside any system
  • 1 vaultReplaces contracts moving between inboxes
  • 2+ yearsOf continuous delivery since 2024
Read the case

Before You Commission Custom Reporting Software

Why the same metric gives two answers, how a semantic layer stops the argument, and when a warehouse is worth the cost. Power BI development services and a custom front end solve different halves of the same problem. Reading these early is cheaper than rebuilding a model in month four.

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Business Intelligence Development Services: Frequently Asked Questions

Whether you need a warehouse, how long BI development takes, and what happens to the reports you already run. The answers below cover cost, the tools that fit your stack, and the regions we work with. Power BI development services and a custom front end solve different halves of the same problem.

Question mark iconWhat is business intelligence?
Business intelligence is the reporting layer a business runs decisions on: dashboards, reports and the data models underneath them. It covers three things: where the numbers come from, what each one means, and who can see them. Most of the engineering sits upstream of the chart. Dashboards multiply faster than definitions, and once revenue means one thing in the finance report and another in the product dashboard, trust in every report breaks.
Question mark iconHow does business intelligence work?
Data is pulled from the systems producing it into one store, transformed into a model the business recognizes, and exposed through a semantic layer defining each metric once. Dashboards and reports read from that layer, so every view derives from the same definition. On Slapstack the analytics dashboard reads the same records the warehouse floor acts on, which is why the numbers on it match the operation.
Question mark iconWhy do we need business intelligence?
To put evidence under decisions that would otherwise rest on recall. Operational systems answer what is happening now and almost nothing about patterns over time: a warehouse system knows today's throughput but cannot compare this quarter against last across three sites. The practical test is whether someone can answer a question about the business without asking a colleague or exporting to a spreadsheet. On Onstore, revenue, occupancy and campaign status now read from the same records the billing uses, so one number means one thing across the business.
Question mark iconWhy do two dashboards give different numbers for the same metric?
Because the definition lives in each dashboard. Each report applies its own filters, date boundaries and exclusions, and all of them are defensible in isolation. A semantic layer holds the definition once and serves it to every consumer, which removes the disagreement at the source.
Question mark iconDo we need a warehouse, or can we report on production?
Reporting on production works until a heavy query slows the application for customers, or until you need history the operational database has already overwritten. The audit checks query load and retention against your volumes, and says which side of that line you are on.
Question mark iconWhich BI tools and platforms does Hygge Software work with?
Power BI, Tableau, Metabase and Superset on the dashboard side, plus the warehouse, transformation and ingestion tools listed in the stack above. We recommend the tool your teams already open. The model and the semantic layer sit underneath it, so the choice of dashboard tool stays reversible and every tool reads the same metric definitions.
Question mark iconHow much does business intelligence software development cost?
The price depends on the number of data sources, how many metrics and dashboards the first version carries, the refresh cadence, and whether existing reports have to be migrated. Hygge fixes the build price after the two-week question and source audit, so the number you approve is the number you pay. The audit also gives the running cost: warehouse compute plus storage at your row volume and refresh cadence.
Question mark iconHow long does BI development and implementation take?
A typical first release takes about three months: two weeks of question and source audit, three to four weeks for the warehouse and first models, four to six weeks for the semantic layer and dashboards, and two to three weeks for alerting and self-serve. The first dashboard goes live in the second stage, so your team checks the numbers against current reports before the rest is built. More sources, migration of existing reports and stricter access rules add time.
Question mark iconCan you work with the pipelines we already have?
Yes. Most projects keep working ingestion and rebuild the modelling and semantic layers above it. The audit names what stays.
Question mark iconIn which regions does Hygge Software provide business intelligence services?
Hygge Software provides business intelligence services to companies in the United States, the United Kingdom and the European Union, and has shipped production software for clients there for seven years. The work runs remotely: the audit happens on calls with the people who run the reports today, and a working build you can open and try arrives at least once a week.

Business Intelligence Development Services Start With the Numbers That Disagree

Tell us which reports the business runs on and where two figures conflict. You get an audit, a metric list, a scope and an exact price.

Tell Us Which Reports Matter

Tell Us Which Reports Matter

Share the dashboards and spreadsheets the business decides from, and the figures that come out different depending on who runs them.

Get a Question and Source Audit

Get a Question and Source Audit

Hygge checks which sources can answer each question, where the definitions diverge, and what the warehouse has to hold.

Receive a Metric List and an Exact Price

Receive a Metric List and an Exact Price

A written scope with the metric definitions, the model, the refresh cadence, the timeline and the cost.

Price this build

Tell us what the platform has to handle. You get a proposal with the scope, team, timeline and cost.