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Business Operations
AI Engineering & Automations Efficiency

Automate optimise thrive!

Unlock hidden capacity in your business and operations teams by bringing AI to automate and optimise manual workflows, data processing, and day-to-day tasks across any industry.

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Why Work With Us

Expertise backed by reality.

We combine cross-industry operational expertise with cutting-edge AI to deliver practical solutions that make a measurable difference. Not advice, working systems.

01

AI & Automation Engineering

Streaming data pipelines, agent-driven architectures, and parallel LLM processing. We build the intelligent systems that replace manual work at scale.

02

High-Performance Systems

Event-driven microservices, real-time collaboration engines, and high-concurrency platforms handling thousands of users without breaking a sweat.

03

Battle-Tested Leadership

A decade of leading engineering teams of 30+, shipping production systems across biotech, fintech, freight, and enterprise SaaS. We know what it takes to deliver.

Our Services

What we do.

01

Operational
Workflow Audits

A full map of how your teams actually work day-to-day, from emails and spreadsheets to CRMs and legacy tools, pinpointing where time and money are being lost.

02

Quick Wins
Identification

The repetitive tasks and broken handoffs hiding in your operations, identified and prioritised for fast automation with measurable impact.

03

AI Agents
& Automation Engineering

Custom AI agents and automation systems engineered to replace manual processes, connect your tools, and run your operations end-to-end.

04

Prototyping
& Production Builds

Whether you need a fast prototype to validate an idea or a production-grade system built to scale, you get working software either way.

05

Data Extraction
Pipelines

Intelligent pipelines that pull, clean, and structure data from documents, APIs, and legacy systems, ready for AI or automation.

06

Real-Time
Systems Engineering

Architect high-concurrency platforms built to process thousands of events per second, from live data feeds to mission-critical integrations.

How We Work

From problem to production.

01

Diagnose

We map your operational workflows, identify bottlenecks, and pinpoint the highest-impact automation opportunities.

Week 1
02

Prototype

A working proof-of-concept deployed in your environment, validated against real data and real workflows.

Weeks 2 – 3
03

Ship

Production-grade system with monitoring, documentation, and handover. You own the code, we ensure it scales.

Weeks 4 – 8
Kristi Buda
Selected Work

Results, not promises.

Biotech

AI-Powered Scientific Data Extraction

Built a streaming, agent-driven platform with parallel LLM processing to ingest and structure heterogeneous research datasets at scale. Delivered end-to-end in partnership with one of the world's largest biotechnology organisations.

Millions
Records processed daily
Fintech

Real-Time Collaboration & High-Concurrency Platform

Architected a high-throughput transaction service handling thousands of simultaneous users, alongside a real-time collaboration engine enabling distributed teams to edit simultaneously without data loss or sync conflicts.

10k+
Concurrent users supported
Freight & Logistics

Intelligent Data Processing Pipeline

Built a high-performance, event-driven microservice architecture to extract, transform, and load freight forwarding data across multiple organisations. Processed millions of records daily through intelligent pipelines connecting disparate legacy systems.

30+
Engineers led across the platform
Social Media SaaS

Frontend Framework & Platform Architecture

Built the entire front-end architecture and UI framework from the ground up, establishing the technical foundation that powered the platform through hypergrowth, from early-stage startup to a product used by hundreds of thousands worldwide.

1.5M+
Daily scheduled posts
Leadership

Guided by experience.

Combining deep operational knowledge with technical architecture.

Kristi Buda

Founder

Over a decade of engineering leadership across biotech, proptech, fintech, and enterprise SaaS, building AI extraction platforms, real-time collaboration systems, and high-concurrency services. Previously led teams of 30+ engineers and transformed deployment pipelines from biweekly to fully automated continuous delivery.

Now channelling that experience into building the same calibre of systems for businesses ready to automate.

Full CV → LinkedIn →
Get in Touch

Ready to streamline your operations?

Tell us what's slowing you down. We'll show you exactly how to fix it.

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