Global Delivery Model
Global Expansion Framework
Aashray AI Labs develops intelligence platforms, industry operating systems, enterprise software frameworks, and decision-support ecosystems. The company operates through three flagship platforms: Srikara Capital Advisory, MitraAI AdvisorOS, and Aidosth Real Estate Intelligence, supported by shared enterprise capabilities including Marketplace Center, Licensing Center, Customer Success Center, Analytics Center, Research Center, Trust Center, and Innovation Roadmap.
Core Strategy
Expansion Principles
Delivery Framework
Five Structured Phases with Governance Checkpoints
Each phase has defined deliverables, named roles, and governance sign-off requirements before proceeding. No phase advances without client approval.
Discovery & Assessment
2 – 4 weeks
Overview
Structured engagement with business and technical stakeholders to understand the current operational state, identify automation and AI opportunities, assess data readiness, and define measurable success criteria.
Roles
Solution Architect · Business Analyst · Engagement Lead
Deliverables
- Operational capability assessment report
- AI and automation opportunity register with prioritization
- Data readiness scorecard with gap analysis
- Risk and compliance pre-assessment
- Executive summary with recommended engagement scope
Governance Checkpoint
Architecture & Design
2 – 6 weeks
Overview
Technical architecture design aligned to business requirements, existing system landscape, security constraints, and regulatory obligations. Architecture decisions are documented, reviewed, and approved before engineering begins.
Roles
Principal Architect · Security Architect · Data Architect
Deliverables
- Solution architecture document (SAD) with component diagrams
- Data architecture and governance design
- Security and compliance architecture review
- Integration design specification
- Infrastructure and deployment architecture
- Architecture Decision Records (ADRs) for significant design choices
Governance Checkpoint
Engineering & Development
4 – 24 weeks
Overview
Structured engineering delivery in two-week sprints with weekly client demos and continuous integration. All code is reviewed, tested to defined coverage standards, and maintained in version control with full audit trail.
Roles
Engineering Lead · Senior Engineers · QA Lead · DevOps Engineer
Deliverables
- Working software deployed to staging environment each sprint
- Unit, integration, and end-to-end test suites
- API documentation (OpenAPI/Swagger standard)
- Sprint velocity and burndown reporting
- Security scan results per release candidate
Governance Checkpoint
Deployment & Integration
1 – 4 weeks
Overview
Controlled production deployment with phased rollout, integration validation against live systems, user acceptance testing sign-off, and hypercare monitoring during the initial post-go-live period.
Roles
Deployment Lead · QA Lead · Client IT Integration Team
Deliverables
- Production deployment with documented rollback procedure
- Go-live readiness assessment and sign-off documentation
- Integration validation test results against production systems
- User acceptance testing (UAT) completion certificate
- Runbook for operations team handover
- Hypercare monitoring dashboard active for 30 days post go-live
Governance Checkpoint
Hypercare & Ongoing Support
Ongoing
Overview
Post-deployment support structured to SLA commitments, with clear escalation paths, regular performance reviews, and proactive model monitoring for AI-augmented systems. Ongoing engagement includes monthly operational reviews and quarterly executive briefings.
Roles
Support Lead · On-call Engineer · Account Director
Deliverables
- Monthly operational health report
- SLA performance report with incident summary
- Proactive model drift and performance monitoring
- Quarterly business review presentation for executive stakeholders
- Annual system health assessment with modernization recommendations
Governance Checkpoint
Communication Framework
Structured Communication at Every Organizational Level
| Channel | Cadence | Audience | Purpose |
|---|---|---|---|
| Dedicated Slack Workspace | Continuous | Engineering teams and technical client contacts | Day-to-day development communication, quick decisions, technical queries |
| Sprint Review Demo | Bi-weekly | Product owner and technical stakeholders | Working software demonstration, sprint outcomes, next sprint planning |
| Weekly Status Report | Weekly | Project manager and client PM | Progress against plan, risk register update, upcoming milestones, blockers |
| Monthly Steering Committee | Monthly | Executive sponsors from both organizations | Programme health, strategic decisions, escalated risks, budget review |
| Quarterly Business Review | Quarterly | C-suite and senior leadership | Business impact review, strategic alignment, roadmap validation, relationship health |
| Incident Bridge | As required (P1/P2) | On-call engineer, client IT lead, delivery lead | Real-time incident coordination and executive notification for P1 events |
SLA Commitments
Support Tiers and Response Commitments
| Priority | Response Target | Restore Target | Scope |
|---|---|---|---|
| P1 — Critical | ≤15 minutes | ≤4 hours | System unavailable, data integrity risk |
| P2 — High | ≤1 hour | ≤8 hours | Major function degraded, operational impact |
| P3 — Medium | ≤4 hours | ≤2 business days | Degraded function, workaround available |
| P4 — Low | ≤1 business day | Next sprint | Minor issue, minimal impact |
Discuss Your Delivery Requirements
For cross-border or multi-site enterprise programs — our delivery team will propose a tailored governance and communication structure aligned to your organization's operating model.