Kynsilehto Consulting
Practical AI systems without consultancy theater
AI Systems
AI systems designed to solve practical operational problems instead of producing isolated demos or disconnected prototypes.
Focused on:
- internal tools
- automation
- search and retrieval
- language systems
- workflow augmentation
Built for real-world use and long-term maintainability.
Local AI
Private and controllable AI systems running on your own infrastructure.
Designed for organizations that need:
- data ownership
- privacy
- operational control
- predictable costs
- independence from external AI platforms
Local AI systems reduce operational risk while improving transparency and maintainability.
ML Engineering
Machine learning systems engineered for production environments.
Focused on:
- model development and maintenance
- inference infrastructure
- evaluation and iteration
- deployment pipelines
- system integration
- long-term operational reliability
Why organizations work with me
Kynsilehto Consulting is represented by Henri Kynsilehto — 15+ years of NLP and ML experience in production systems.
- 15+ years of NLP and ML experience
- practical systems over hype
- direct senior-level collaboration
- production-first engineering mindset
- clear technical communication
- no vendor lock-in
The goal is not to maximize process or complexity.
The goal is to build useful systems, reduce uncertainty quickly and create maintainable technical foundations.
Start a conversation
book a 15-minute call or email [email protected].
Hero image after Paul Klee's Room Perspective Red-Green (1921), Norton Simon Museum (P.1953.055, public domain), via Wikimedia Commons. Image edited for this site.
