Enterprise knowledge & documents
Build Domain RAG knowledge systems for search, business Q&A, summaries and information extraction.
ENTERPRISE AI SOLUTIONSStart with your business.
Start with your business.
Build what comes next.
From discovery and prototyping to development, deployment and operations: expertise across the entire project.
Discuss your project
01 AI strategy & consulting02 Enterprise AI development03 Integration & deployment04 Embedded engineering
01 / DISCOVERY & DESIGNFind the right problem.
Find the right problem.
Then choose the technology.
Examine workflows, user needs and available resources. Define the role of AI, where human review is needed, and the expected investment and outcomes. Use focused validation to inform the next step.
What we define together
01Use-case and workflow analysis
02Agent design and technical architecture
03Data and integration requirements
04Prototype scope and acceptance criteria
05Implementation plan and resource needs
02 / AGENTS & APPLICATIONSPut knowledge and tools
Put knowledge and tools
to work for your business.
Build around specific tasks,
with interfaces, data and execution designed together.
Customer, sales & employee assistants
Connect knowledge and tools to support customer conversations and everyday work.
Analytics & decision support
Query business data, investigate changes and provide findings teams can inspect and discuss.
Multimodal content production
Create copy, images, voice, video and supporting materials around your requirements.
Workflow & multi-agent systems
Break down complex tasks, coordinate tools and agents, and add human review where needed.
Enterprise AI products
Build customer and employee applications for web, mobile, mini programs and desktop.
03 / ENGINEERING & DEPLOYMENTFit your environment.
Fit your environment.
Build for ongoing use.
Models & knowledge engineering
DeepSeek, Qwen and LLaMA adaptation and fine-tuning; enterprise knowledge bases, prompt engineering and evaluation.
Systems & data integration
Connect ERP, CRM, WMS, OA, IoT and APIs, synchronize business data and integrate workflows.
Multimodal workflows
Combine voice, vision and other capabilities with Dify, Flowise and n8n for orchestration and tool use.
Deployment & operations
Private deployment with vLLM and Ollama, GPU and inference optimization, Kubernetes, CI/CD and LLMOps.
04 / FORWARD DEPLOYED ENGINEERINGAlongside your team.
Alongside your team.
Close to the work.
For organizations with complex workflows, evolving requirements or limited internal AI engineering capacity, our engineers work closely with business and product teams.
From observing workflows and identifying tasks to prototyping, integration, evaluation and handover, development follows real usage and feedback.
Explore collaboration01
Understand
Clarify goals, workflows and the people the application will serve.
02
Validate
Test key assumptions with a prototype and agree on data requirements and acceptance criteria.
03
Build & deploy
Develop the product, integrate systems and support your team through launch.
04
Improve
Use operational results and feedback to refine the application and support handover.
ONE DELIVERY TEAMBusiness, product and engineering.
Business, product and engineering.
Together from start to finish.
Business analysis & planning
Define goals, workflows, users and resource requirements.
AI design & architecture
Plan models, data access, integrations and deployment.
Market strategy & communication
Understand needs, assess product positioning and gather feedback.
Product & engineering
Develop applications, agents and automation, then test and deliver.
LET’S BUILD SOMETHING USEFULYour next AI application
Your next AI application
starts with your business.
Discuss an idea, explore a product or plan a new solution.
Scan a QR code to speak with our team.
Product demos / Solutions / Partnerships
