How We Work
Clear, predictable process. No surprises. No endless meetings.
Engagement
Our structured approach ensures clear communication, predictable outcomes, and superior technical results.
Pre-Engagement
Before we can work together, you need:
- Clear technical problem with specific success metrics
- Access to your production data and systems
- Technical contact person with decision authority
- Budget approval for fixed-price project
- Submit project brief to projects@dubeinternational.com
Mid-Engagement
During the project, we guarantee:
- 24-hour response to all technical questions
- Weekly progress reports with technical details
- Direct communication with engineering team
- Complete documentation of all work
- Fixed-price delivery with no hidden costs
Post-Engagement
After project completion, you receive:
- 30 days of technical support
- 24-hour critical issue resolution
- Complete technical documentation
- Training for your team if needed
- Option to negotiate maintenance contracts
Research-Driven Development
PhD-level research methodology applied to every project ensures cutting-edge solutions backed by rigorous validation.
Technical Approach
Research-First Development
PhD-level research methodology applied to every project. Literature review, hypothesis formation, experimental validation, and peer review process ensure cutting-edge solutions.
Performance Measurement
Rigorous A/B testing, statistical significance validation, and benchmark comparisons. All performance claims backed by reproducible experiments and peer-reviewed methodologies.
Domain Expertise
Deep specialization in high-stakes environments: nuclear safety, healthcare compliance, financial regulations, and real-time gaming systems requiring 99.9%+ uptime.
Quality Metrics
- Front-Loaded Quality: 45% of project time invested in research and architecture
- Continuous Validation: Real-time performance monitoring throughout development
- Academic Standards: All methodologies based on peer-reviewed research
Industry Benchmarking
Our performance metrics consistently exceed industry standards across all key performance indicators.
Performance Comparison
Key Differentiators
40+ Years Experience
Four decades of project experience translates to superior risk mitigation and solution architecture. Historical learning applied to every new engagement.
PhD-Level Technical Team
Advanced technical expertise enables faster problem resolution and innovative solution approaches that competitors cannot match.
Ready to Build Production AI?
Submit a technical brief with clear problem definition. We'll respond within 48 hours with feasibility assessment and fixed-price proposal.