# Entirs

> Entirs is a Stockholm-based data engineering and cloud analytics consultancy, founded by Diksha Verma. It architects, builds and maintains reliable data platforms — from source extraction and pipelines to cloud warehousing, dbt modeling and business intelligence — for organizations worldwide.

Key facts:
- Company: Entirs (enskild firma, F-tax & VAT registered), Stockholm, Sweden
- Founder & Principal Architect: Diksha Verma — 10+ years in data and analytics across financial services and enterprise technology (incl. TriOptima/OSTTRA and IHS Markit); billing-engine development, analytics and legacy data modernization
- Serves: international clients, remote or on-site by arrangement; languages English and Swedish
- Contact: corporate@entirs.com · +46 721 960 396 · Harpsundsvägen, 124 58 Bandhagen, Stockholm, Sweden
- Book: a free 30-minute discovery call via any "Book a call" button on the site (visitor chooses preferred day and time)
- Tech stack: Python, SQL, PL/SQL, Apache Airflow, DLT, dbt, Google Cloud Platform, BigQuery, AWS, Vertica, Tableau, Looker Studio, Power BI

## Services
- [Cloud Data Migration & Modernization](https://entirs.com/services.html#s1): Modernize legacy data infrastructure and build cloud environments (GCP BigQuery, AWS) designed for performance, maintainability, and scalable analytics.
- [Automated Pipeline & Orchestration Engineering](https://entirs.com/services.html#s2): Dependable ETL/ELT pipelines, API and database ingestion, Apache Airflow orchestration, DLT, dbt transformations, data-quality testing and monitoring.
- [Product Analytics & Billing Architecture](https://entirs.com/services.html#s3): Product-event and usage pipelines, feature-adoption analytics, subscription and usage-based billing data models, revenue reconciliation.
- [Business Intelligence & Reporting Platforms](https://entirs.com/services.html#s4): Tableau, Looker Studio and Power BI implementations or migrations, executive dashboards, standardized KPIs, semantic layers and reporting automation.
- [Fractional Data Leadership & Advisory](https://entirs.com/services.html#s5): Senior data architecture reviews, technology selection, technical roadmaps, engineering standards, code reviews and team mentoring.
- [Data Audits & Technical Debt Remediation](https://entirs.com/services.html#s6): Architecture and dependency audits, pipeline reliability and data-quality assessments, warehouse cost reviews and prioritized remediation plans.

## Industries
- [Financial Services, Fintech & InsurTech](https://entirs.com/industries.html#i1)
- [SaaS & Global Technology Platforms](https://entirs.com/industries.html#i2)
- [E-commerce, Marketplaces & Retail Tech](https://entirs.com/industries.html#i3)
- [Healthcare & Life Sciences](https://entirs.com/industries.html#i4)
- [Energy, Cleantech & Industrial IoT](https://entirs.com/industries.html#i5)
- [Media, Gaming & Entertainment](https://entirs.com/industries.html#i6)
- [Enterprise & Cross-Border Operations](https://entirs.com/industries.html#i7)

## Method
- [Data Architecture Audits & Technical Debt Remediation](https://entirs.com/method.html): Five-step engagement — Discovery & Audit → Architecture Blueprint → Agile Implementation → Integration & Validation → Handover & Documentation. Deliverables include an architecture assessment, prioritized risk register, refactored pipelines, automated data-quality tests and runbooks. Governance built in: least-privilege access, controlled credentials, environment separation, documented data handling.

## Pages
- [Home](https://entirs.com/): Overview, services, tech stack, industries, process and FAQ
- [Services](https://entirs.com/services.html): Six service lines with deliverables and business outcomes
- [Industries](https://entirs.com/industries.html): Industry challenges and solutions
- [Method & Tech Debt](https://entirs.com/method.html): Audit and remediation framework
- [About & Tech Stack](https://entirs.com/about.html): Founder, philosophy, technical ecosystem, ways of working
- [Contact](https://entirs.com/contact.html): Project inquiry form and direct contact details

## FAQ
- **What types of companies does Entirs work with?** Entirs supports organizations that need data engineering, cloud modernization, analytics infrastructure, or senior-level data architecture guidance.
- **Can you improve an existing data platform?** Yes. Engagements can focus on auditing, optimizing, and refactoring existing systems rather than rebuilding them from scratch.
- **Do you work with international clients?** Entirs is based in Stockholm, Sweden, and offers services to clients internationally, subject to project requirements and delivery arrangements.
- **Can you support our existing engineering team?** Yes. Support can include architecture guidance, code reviews, implementation assistance, mentoring, and technical roadmap planning.
- **Do you offer ongoing support?** Ongoing support and advisory arrangements can be agreed based on the client's needs and project scope.

## Optional
- [Full site text for LLMs](https://entirs.com/llms-full.txt)