Product Co-development & Custom Systems
Move from requirements and MVP or PoC validation to production systems and integration with existing platforms.
- Product co-development
- MVP / PoC
- Custom system development
- API and data integration
Services & Solutions
Choose the right engagement for your stage, from assessment and product co-development to implementation, deployment, and operations.
AI Adoption Consulting & Workflow Design
Clarify workflows, data readiness, and expected value before defining the right AI use cases, sequence, and budget.
- AI readiness assessment
- Workflow automation
- Knowledge and service AI
- Architecture and cost planning
Infrastructure, Deployment & Operations
Plan cloud or on-premises architecture, continuous delivery, monitoring, and ongoing operations around security and scale.
- Cloud and on-premises
- Kubernetes
- Monitoring and logging
- CI/CD and ongoing operations
Business Partnerships & Joint Proposals
For channel partnerships, integrated industry solutions, joint bids, and long-term product collaboration.
Tech Stack & Infrastructure
We use mature, maintainable technologies and select models, deployment, and observability based on real requirements.
AI & Knowledge Applications
- Gemma / Llama
- PyTorch / Hugging Face
- RAG / Vector Database
- AI Agent / Tool Calling
Applications & Cloud
- Kubernetes / Docker
- REST / GraphQL API
- PostgreSQL / Redis
- Cloud / On-premises
Delivery & Observability
- GitHub Actions / GitLab CI
- Prometheus / Grafana
- ELK / Log Pipeline
- Backup / Recovery
Delivery Process
- 01
Discovery
Clarify goals, current workflows, available data, and stakeholders.
- 02
Solution Definition
Define the architecture, delivery scope, timeline, and estimated cost.
- 03
Build & Validate
Validate requirements through staged delivery and reduce implementation risk.
- 04
Launch & Operate
Deploy, monitor, hand over, and improve based on operating feedback.