What we do

We turn data, AI, and strategy into action.

At Usernest, we help ambitious organizations solve complex challenges with solutions that are as smart as they are scalable. Our services span the full journey from use case to implementation — combining business insight, technical execution, and creative thinking in one agile team.

Whether you’re building a modern data platform, exploring AI opportunities, ensuring compliance, or driving digital transformation, we work side by side with you to make it real.

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Data Architecture & Integrations

We design and implement the data foundation your business needs — with the pipelines, models, and infrastructure to support scale, agility, and impact.

Working with modern data stacks like cloud-native warehouses, ETL/ELT pipelines, transformation layers, and orchestration frameworks, we help you:

Consolidate data across platforms (ERP, CRM, web, product)
Define clear data models and schemas aligned with your business
Ensure data quality, documentation, and governance
Enable real-time or batch-based integrations across your stack

Our process is iterative, collaborative, and hands-on: we co-design your architecture, prototype fast, validate with real data, and implement with sustainability in mind. Whether you're modernizing legacy systems or starting from scratch, we build robust foundations that unlock your data’s full potential.

AI &Product development

We use data, machine learning, and large language models to develop smarter features, assistants, and automations – seamlessly integrated into your product, platform, or operations.

Working across the modern AI stack – from vector databases and embedding models to LLMs and custom APIs – we help you:

Identify and validate high-impact AI use cases based on real business needs
Develop prototypes and MVPs for rapid testing and iteration
Build intelligent assistants, semantic search, or predictive tools that enhance user experience and operational efficiency
Integrate AI into customer journeys, internal processes, or digital interfaces

We combine strategic insight, data engineering, and product thinking in one agile team – ensuring your AI efforts are practical, compliant, and built to scale.

Compliance & Governance

We turn GDPR and data governance into a competitive advantage – not a roadblock.

With clear processes for documentation, consent flows, and responsible data use, we help you:

Build transparent data models that meet legal and ethical standards
Implement privacy-first architectures with consent tracking and auditability
Align governance with business strategy – so compliance becomes a launchpad for innovation
Establish data ownership and accountability across your teams and systems

We believe strong governance unlocks agility. When your data is trusted, well-documented, and legally sound, you can move faster – and with confidence.

Strategy & Transformation

From ambition to action – we turn strategy into measurable progress.

We help you:

Identify and prioritize high-impact use cases that align with your business goals
Select the right tools and architecture to support long-term scalability
Bridge the gap between leadership and implementation with a clear roadmap
Anchor change in the organization by aligning people, processes, and platforms

With a strategic mindset, creative curiosity, and a sharp eye for value, we uncover the use cases that matter – and make sure they lead to real results. We combine business insight, tech expertise, and practical execution to ensure transformation doesn’t stay on slides – it gets built.