AI Engineering
Where Consciousness Meets Code
At Deusware, AI engineering transcends mere automation. We build systems that reason through universal principles, recognize patterns across scales, and serve consciousness itself rather than partial interests.
Our Capabilities
Comprehensive ai engineering that transform your business
AI Integration & Orchestration
Multi-agent systems, enterprise AI integration, workflow automation
Intelligent Agent Development
Autonomous agents, conversational AI, specialized task agents
RAG System Architecture
Custom knowledge bases, semantic search, retrieval-augmented generation
MCP Server Development
Model Context Protocol servers, business system integration
AI Research & Innovation
Custom model development, AI strategy consulting, prototyping
Consciousness-Aware AI
Universal Reasoning Framework integration, wisdom-based systems
How Azoth Applies to This Service
Every AI system validated through Azoth reasoning framework. Dual-perspective processing ensures universal wisdom meets specific context for genuinely wise outputs—not just statistically probable responses.
This is a key Azoth differentiator
Unlike conventional AI (pattern matching), Azoth-powered AI reasons through principles—generating wisdom beyond training data.
✦
Flagship Project: 15M SEK Norrköping Partnership
15M SEK municipal partnership deploying Azoth-powered AI for democratic governance serving all citizens without favoritism.
Learn More About Azoth
Explore the Azoth Framework →Real-World Applications
See how our solutions transform businesses across industries
Enterprise Knowledge Management
Custom RAG systems that turn your organization's scattered knowledge into a unified, searchable intelligence. Imagine every employee having instant access to every document, every decision, every insight—contextualized and ready to use.
For organizations with 1,000+ employees
Intelligent Customer Support
AI agents that understand context, remember conversations, and provide genuinely helpful responses. Not canned responses—actual intelligence that learns from your knowledge base and improves over time.
For businesses with high support volume
Process Automation with Intelligence
Move beyond simple if-this-then-that automation. Our AI systems understand nuance, handle exceptions intelligently, and make contextual decisions that traditional automation can't.
For complex business workflows
AI Consulting & Strategy
165K - 550K SEK
AI readiness assessment, opportunity identification, implementation roadmap
Intelligent Agent Development
440K - 1.32M SEK
Custom AI agents, chatbots, virtual assistants with domain expertise
RAG System Implementation
880K - 2.75M SEK
Enterprise knowledge management, semantic search, document intelligence
Multi-Agent Systems
1.65M - 5.5M SEK
Complex orchestrated AI systems, enterprise-scale automation
Investment factors:
- •
Complexity of data sources and integration requirements
- •
Scale of operations (users, documents, queries per month)
- •
Customization and fine-tuning needs
- •
Security, compliance, and governance requirements
- •
Training and change management requirements
Expected ROI:
6-18 months to break even based on productivity savings and operational efficiency gains. Typical ROI: 400-2000%.
Discovery & Assessment
1-2 weeks
Evaluate current systems, data readiness, identify AI opportunities, define success metrics, assess technical feasibility.
Architecture & Design
2-3 weeks
Design system architecture, select models and technologies, plan data pipelines, define integration points.
Development & Training
4-12 weeks
Build core AI system, train/fine-tune models, develop interfaces, implement integrations, create monitoring systems.
Testing & Refinement
2-4 weeks
Validate accuracy and performance, conduct user testing, refine based on feedback, optimize for production.
Deployment & Training
1-2 weeks
Production deployment, team training, documentation delivery, knowledge transfer.
Monitoring & Evolution
Ongoing
Performance monitoring, continuous improvement, model updates, support and optimization.
What you receive:
Production-ready AI system
Comprehensive technical documentation
API documentation and integration guides
User training materials and sessions
Monitoring dashboards and alerts
Source code and deployment scripts
Do we need to have our own AI expertise in-house?
No. We handle the entire implementation and provide training so your team can manage the system. However, having technical staff who can monitor and make basic adjustments is beneficial for long-term success.
How do you ensure AI accuracy and prevent hallucinations?
We use RAG (Retrieval-Augmented Generation) to ground AI responses in your actual data, implement extensive testing and validation, use confidence scoring, and build human-in-the-loop workflows for critical decisions.
What happens to our data? Is it used to train public models?
Your data stays yours. We never use client data to train public models. All data is encrypted, access-controlled, and handled according to GDPR and industry standards. You maintain full ownership and control.
Can AI systems integrate with our existing tools?
Yes. We specialize in integrating AI with existing systems—CRMs, ERPs, knowledge bases, communication tools, and custom software. Integration planning is a core part of every project.
What if the AI gives wrong answers?
We implement multiple safeguards: confidence scoring, source attribution, human review workflows for critical decisions, continuous monitoring, and feedback loops for improvement. We also clearly communicate system limitations.
How long does it take to see ROI?
Most clients see measurable productivity improvements within 2-4 weeks of deployment. Full ROI typically achieved within 6-18 months depending on scale and use case. We establish clear metrics upfront to track value.
Related Services
Explore other services that complement this offering