Intelligent software, built to scale.
Duckbite helps startups and enterprises design, build, and deploy AI-powered serverless systems — fast, clean, and reliable. From RAG pipelines to AWS architectures, we turn complex ideas into production reality.
Trusted by teams at
Nike
Enexis
Eneco
Accenture
Capgemini
Waitless- Tradis
What we do
From idea to production
We specialise in the full arc — architecture, development, and deployment — so you never need to stitch together multiple agencies.
AI Integration
RAG pipelines, LLM orchestration, and vector databases for reliable, observable production deployments.
AI Applications at Scale
End-to-end AI product development — model selection, prompt engineering, evaluation, and cost control.
Agentic Dev Teams
AI agents embedded in your development workflow — code generation, review, testing, and documentation.
LLM Evaluation & Fine-tuning
Systematic benchmarking and custom fine-tuning for domain-specific accuracy and cost targets.
Multi-modal AI
Vision, audio, and document processing pipelines — PDFs, images, receipts — at production scale.
Model Context Protocol (MCP)
Structured AI-agent communication using MCP — enabling agents to share context, tools, and memory reliably across complex multi-agent systems.
Predictive AI & ML Pipelines
Custom machine learning models and end-to-end training pipelines for forecasting, classification, and anomaly detection — from prototype to production.
Recommendation & Personalisation
Behavioural recommendation engines that learn from user actions to surface the right content, product, or action at the right moment.
Serverless Architecture
Event-driven, auto-scaling AWS stacks. Lambda, API Gateway, DynamoDB — billed by the millisecond.
Full-Stack Development
Clean, typed, tested code from Next.js frontends to Node.js APIs. Built for your team to own.
Cloud Infrastructure
IaC with CDK or Terraform. CI/CD, cost optimisation, and ops-ready deployment from day one.
API Design & Integration
REST and GraphQL API design, third-party integrations, and webhooks — versioned and documented.
DevOps & Platform Engineering
Developer platforms, internal tooling, and deployment pipelines that remove friction.
Data Engineering
Data pipelines, ETL, and analytics foundations for AI models, vector stores, and warehouses.
Real-time & Event-driven Systems
WebSocket-based live interfaces and EventBridge-driven architectures for systems that must react instantly — orders, notifications, financial ticks.
Product Design
UX strategy, interface design, and visual direction. Intuitive products at every screen size.
UX Prototyping
From low-fi wireframes to interactive prototypes — validate ideas before a line of code is written.
Design Systems
Scalable component libraries, design tokens, and documentation that keep product and engineering in sync as you grow.
Brand Identity
Logo, colour, typography, and icon systems — a complete visual language clients can build on from day one.
Service Design
End-to-end service blueprints, journey mapping, and touchpoint analysis that align what users experience with what teams deliver.
Business Process Analysis
Mapping, modelling, and optimising business processes — identifying bottlenecks, handoff failures, and automation opportunities before a line of code is written.
Selected projects
Work we're proud of
Products we've designed, built, and shipped — from solo investment tools to fully AI-driven commerce platforms.
Case Study
Badgers Investments
Your personal investment operating console.
A ledger-first portfolio intelligence tool for a single investor. Holdings are derived from transactions — never edited directly. The dashboard consolidates wealth across equities, crypto, and real estate, computes time-weighted returns, and produces explicit buy/sell/hold recommendations backed by a deterministic rules engine and Anthropic Claude.
Case Study
Blablastore
Shop by talking.
A multi-tenant, AI-native e-commerce platform built serverlessly on AWS. Customers discover, compare, and buy products guided by Pip — an AI shopping assistant powered by LangChain, Amazon Bedrock, and vector search via Weaviate. The Store Manager handles merchant operations: products, inventory, orders, and AI clerk analytics.
Case Study
Exploradora
The world is yours. Squidly shows you the way.
An AI travel super-app centred on Squidly — a conversational companion that plans trips end-to-end. Users describe a dream in natural language; Squidly responds with routes, bookings, and real-time on-location guidance. The platform adapts to each traveller's DNA: past trips, pace preference, and budget — producing itineraries that feel curated, not computed.
About Duckbite
A small team.
Big outcomes.
Duckbite is an Amsterdam-based consultancy specialising in AI and serverless systems. We work with startups and scale-ups who need senior engineering without the overhead of a full agency.
We move fast, write clean code, and stay involved from first sketch through production deployment. Our clients get a technical partner who thinks about their product as if it were their own.
5+
Years building serverless
20+
Projects shipped
∞
Coffee consumed
Get in touch
Ready to build something?
Tell us about your project. We'll get back to you within one business day — no sales pitch, just a real conversation about what you're building.