Clear decisions, senior ownership, production evidence.
Our delivery process is designed to reduce ambiguity before code, validate the highest-risk assumptions early, and leave the client with a system that can be operated and improved.
Phase 1
Discover
Activities
- · Stakeholder interviews
- · Current workflow mapping
- · System and data inventory
- · Volume and exception analysis
- · Baseline metrics
- · Risk and consequence review
Outputs
- · Problem definition
- · Current-state map
- · Opportunity analysis
- · Assumptions and open questions
Phase 2
Architect
Activities
- · Target workflow design
- · State and decision modeling
- · Integration design
- · Model strategy
- · Human approval design
- · Evaluation plan
- · Security and data boundaries
Outputs
- · Architecture diagram
- · Delivery scope
- · Evaluation plan
- · Risk register
- · Implementation sequence
Phase 3
Build
Activities
- · Integration development
- · Orchestration
- · Product interface
- · Evaluation harness
- · Monitoring
- · Infrastructure
- · Test automation
Outputs
- · Working system
- · Test and evaluation results
- · Deployment configuration
- · Documentation
Phase 4
Validate
Activities
- · User testing
- · Shadow mode or limited release
- · Failure analysis
- · Quality and review measurement
- · Cost and latency review
Outputs
- · Release recommendation
- · Known limitations
- · Improvement backlog
- · Operating thresholds
Phase 5
Operate
Activities
- · Production monitoring
- · Incident support
- · Evaluation regression
- · Model and prompt changes
- · Workflow optimization
- · New integrations
Outputs
- · Operating review
- · Change record
- · Quality trend
- · Cost trend
- · Roadmap
Communication expectations
- · Direct access to delivery leads
- · Written weekly status
- · Decision log
- · Risk and dependency visibility
- · Demo or working-session cadence
- · No hidden implementation handoff