Repetitive work → agent loop
AI Automation
Automate repetitive business processes using AI, agents and integrations.
- Document processing
- Customer-support automation
- Internal knowledge assistants
- Data extraction
- AI-powered workflows
- Agentic systems
Software engineering & AI consultancy
Build smarter software.
Automate expensive work.
We help businesses identify, build and deploy practical AI solutions — from workflow automation and AI agents to custom software and legacy modernization.
Where we start
Your business has opportunities for AI. Finding the ones that actually matter is the hard part.
01
Too much manual work
Your team spends hours moving information between emails, documents, spreadsheets and internal systems.
Typical signal
Skilled people re-typing data that a system already has.
02
Software that can't keep up
Legacy applications and infrastructure make introducing modern capabilities difficult.
Typical signal
Every small change turns into a multi-month project.
03
AI ideas that haven't shipped
You've experimented with AI but need engineering expertise to turn prototypes into reliable production systems.
Typical signal
Promising demos that never reached real users.
We turn those problems into working software.
Services
Three focused ways we help
Deliberately narrow. Each engagement ends with something running in production, not a document.
Existing system + AI → smarter product
AI Product Development
Add AI capabilities into existing products, or build new AI applications.
- LLM applications
- RAG / search systems
- AI copilots
- AI agents
- Custom integrations
- Prototypes → production
Legacy monolith → AI-backed platform
Software Modernization
Modernize the technology underneath the business so it can support what comes next.
- Legacy modernization
- Cloud architecture
- API development
- React / web modernization
- System integrations
- Architecture consulting
How we work
You don't need to arrive knowing which AI solution you need
A simple engagement model that starts with your workflows and ends with measured results.
- 01
Discover
Understand your business, workflows and biggest opportunities.
- 02
Design
Identify the highest-ROI solution and create a technical roadmap.
- 03
Build
Develop, integrate and test the solution with your team.
- 04
Improve
Measure results and continuously improve the system.
Improve loops back into discover
Example solutions
What we can build
Concrete systems we can design and implement for your business.
AI Customer Support Agent
Customer
Email / Chat
AI Agent
- — Understands request
- — Searches company knowledge
- — Retrieves customer information
- — Determines next action
Human approval
Response
Intelligent Document Processing
PDF / Email / Invoice
AI extraction
Validate information
Business rules
CRM / ERP / Database
Internal Knowledge Assistant
Employee question
AI assistant
Company knowledge
- — Documentation
- — Policies
- — Internal data
- — Applications
Answer + sources
Why work with us
Strategy backed by engineering.
01 / slides → shipped systems
Built, not just recommended
We don't stop at presentations and recommendations. We design and implement working systems.
02 / secure · reliable · observable
Production-minded
Security, reliability, maintainability and observability are considered from the beginning.
03 / problem first, tooling second
Designed around your business
Technology comes second. We start with the business problem and determine whether AI actually makes sense.
04 / no handoff layers
Senior engineering expertise
Projects are led by experienced software engineers rather than handed off through layers of account management.
Have a process that should be easier?
Tell us what's slowing your team down. We'll help determine whether AI, automation or better software can solve it.