From Idea to Production
in 90 Days
Clear process, proven timeline, measurable milestones. No surprises, no endless "discoveries," no hand-off-and-disappear.
Our Development Framework
Discovery & Architecture
Duration: Week 1-2
What Happens:
- •Technical feasibility analysis of your concept
- •Architecture design and technology stack selection
- •MVP feature prioritization (we help you cut scope smartly)
- •Clear development roadmap with milestones
- •Cost estimation and timeline commitment
Deliverables:
- Technical specification document
- Architecture diagrams
- MVP feature list with priorities
- Detailed project timeline
- Fixed-scope proposal
Your Involvement:
- •Daily communication for requirements clarification
- •Review and approval of architecture
- •Final signoff on MVP scope
Rapid MVP Development
Duration: Week 3-10
What Happens:
- •Core ML models development and training
- •Backend API infrastructure
- •Database design and implementation
- •Frontend application development
- •Weekly demo sessions showing real progress
Deliverables:
- Working MVP with core features
- Model performance metrics
- API documentation
- Internal testing environment
- Weekly progress reports
Your Involvement:
- •Weekly demo and feedback sessions
- •Testing access to staging environment
- •Feature refinement based on hands-on use
Metrics We Track:
- •Model accuracy and performance benchmarks
- •API response times
- •Code coverage (minimum 80%)
- •Security vulnerability scans
Production Deployment
Duration: Week 11-12
What Happens:
- •Full feature implementation
- •Load testing and performance optimization
- •Security hardening (penetration testing, encryption)
- •Infrastructure setup (AWS deployment, auto-scaling)
- •User acceptance testing
- •Documentation and handover
Deliverables:
- Production-deployed system
- Complete technical documentation
- User guides and API docs
- Monitoring dashboards
- Maintenance plan
Your Involvement:
- •User acceptance testing
- •Final approval for production launch
- •Team training on product usage
Pre-Launch Checklist:
- Load tested to 3x expected traffic
- Security audit completed
- Backup and disaster recovery tested
- Monitoring and alerting configured
- Performance benchmarks documented
Maintenance & Evolution
Duration: Ongoing (Optional)
What We Handle:
- •24/7 system monitoring and alerts
- •Bug fixes and security patches
- •Monthly performance reviews and optimization
- •Feature additions based on usage data
- •Model retraining and accuracy improvements
- •Infrastructure cost optimization
Included in Maintenance:
- System uptime monitoring (target: 99.7%+)
- Weekly backup verification
- Monthly security updates
- Quarterly performance reports
- Direct support channel
Response Times:
- •Critical issues: 4 hours
- •High priority: 24 hours
- •Medium priority: 3 days
- •Feature requests: Scoped separately
Why Our Process Works
Clear Timeline
90 days to production is proven across all 3 of our products. Not aspirational—actual.
Weekly Demos
You see real progress every week, not just status reports. Test features as they're built.
Fixed Scope = Predictability
Clear deliverables, no scope creep. Change requests handled separately with impact assessment.
We Maintain What We Build
Unlike agencies that hand off and disappear, we're your long-term technical partner.
Built With Best-in-Class Tools
Machine Learning & AI
- •PyTorch, TensorFlow
- •Hugging Face Transformers
- •scikit-learn
- •OpenCV (Computer Vision)
- •Whisper (Speech Recognition)
- •Custom model architectures
Backend Development
- •Python (FastAPI, Django)
- •Node.js
- •Celery (async processing)
- •Redis (caching)
- •RESTful & GraphQL APIs
Frontend Development
- •React, TypeScript
- •Vue.js
- •Tailwind CSS
- •Responsive design
- •Progressive Web Apps
Databases
- •PostgreSQL
- •MongoDB
- •Redis
- •Vector databases (Pinecone, Weaviate)
- •AWS RDS
Cloud & DevOps
- •AWS (EC2, S3, RDS, Lambda, SageMaker)
- •Docker & Kubernetes
- •CI/CD pipelines
- •Infrastructure as Code
- •CloudWatch, Grafana monitoring
Security
- •Encryption at rest and in transit
- •OAuth 2.0, JWT authentication
- •Regular security audits
- •SOC 2 aligned practices
Why We Default to Open-Source
We build 70% of solutions using battle-tested open-source frameworks. This isn't ideological, it's practical.
Cost Efficiency
85% cost savings vs proprietary stacks
Example: $12K/month saved using open-source speech recognition
No Vendor Lock-In
You own the infrastructure
Can switch providers anytime
Not dependent on API pricing changes
Transparency & Security
Open-source code is auditable
Community-vetted security
No black-box algorithms
Full Customization
Fine-tune models for your use case
Modify architectures as needed
Build proprietary features on open foundation
When We Use Proprietary Tech (30%):
- • Client specifically requests it
- • Open-source alternative doesn't meet performance needs
- • Compliance requirements demand certified solutions
- • Cost-benefit clearly favors proprietary
How We Work Together
Full Product Development
Build your product from scratch—concept to deployed system with ongoing maintenance.
- Timeline: 12-16 weeks to production
- Best for: New product ideas, validated concepts ready to build
- Includes: Everything from discovery to deployment + 3 months maintenance
Technical Partnership
Ongoing development and maintenance for existing or new products.
- Model: Monthly retainer
- Best for: Continuous feature development, long-term product evolution
- Includes: New features, maintenance, optimization, support
Technical Consultation
Expert guidance without full development commitment.
- Format: Single sessions or packages
- Best for: Feasibility analysis, architecture review, tech stack decisions
- Includes: Technical recommendations, architecture design, roadmap
What Happens Next
Free 30-Min Call
Understand your concept, confirm technical fit, discuss initial approach. No commitment required.
NDA Signing
Protect your IP before detailed discussions
Discovery Sprint
1-week deep dive into your requirements. Detailed technical proposal with timeline and approach.
Decision Point
You decide if our approach and proposal work for you
Kickoff
Contract signed, development starts within 1 week
Timeline: 2-3 weeks from first call to development kickoff