Blueprint Services
Targeted architecture engagements delivered by senior data architects — from initial discovery through production integration.
When your team needs expert architecture guidance without committing to a full training program, DataBlueprintAI services provide focused, time-boxed engagements with clear deliverables. Every service engagement produces documented outputs — architecture diagrams, decision records, implementation roadmaps — that your engineering team owns and maintains after our engagement concludes.
Architecture Discovery
A two-week structured engagement to map your current data landscape and produce a prioritised modernisation roadmap. Our architects conduct stakeholder interviews, inventory existing systems, and identify integration points, technical debt, and governance gaps.
Deliverables include a current-state architecture diagram, a gap analysis report, and a phased modernisation roadmap with effort estimates and risk assessments. This service is ideal for organisations planning a data platform migration or evaluating ML readiness.
- Stakeholder interview programme (up to 8 sessions)
- System inventory and data flow mapping
- Technical debt and risk assessment
- Prioritised modernisation roadmap
Integration Sprint
Four-week focused sprints that transform approved blueprints into working pipeline prototypes. Our engineers pair with your team to implement ingestion layers, transformation logic, and observability instrumentation using your chosen technology stack.
Each sprint follows a strict cadence: week one covers environment setup and scaffold generation; weeks two and three focus on core pipeline implementation; week four delivers testing, documentation, and knowledge transfer. Sprints can be chained for larger platform builds.
- Working pipeline prototype with test coverage
- CI/CD pipeline configuration
- Observability dashboards and alerting rules
- Runbook and operational documentation
Governance Audit
Our governance audit service provides a comprehensive review of your data architecture against PIPEDA requirements and industry best practices. We examine data lineage documentation, access control policies, retention schedules, and cross-border data transfer mechanisms.
The audit produces a compliance scorecard, a remediation plan with prioritised actions, and updated governance templates aligned with your blueprint framework. Organisations in regulated industries — finance, healthcare, government — find this service particularly valuable during annual compliance reviews or pre-audit preparation.
Blueprint Review
Independent review of existing architecture documents against our pattern library and industry standards. Includes written feedback and a one-hour walkthrough session with your architecture team.
Technology Assessment
Structured evaluation of data platform technology options — warehouses, lakehouses, stream processors, feature stores — with scored comparison matrices and recommendation reports.
Architecture Advisory
Monthly retainer providing on-call access to senior architects for design reviews, escalation support, and strategic guidance on data platform evolution.
AI Disclaimer: Service deliverables may leverage AI-assisted diagram generation and pattern matching tools. All outputs undergo human architect review before client delivery. AI recommendations are clearly marked and require explicit client approval before incorporation into final blueprints.