AI Architecture, Integration Blueprint & SRS Documentation
End-to-end system architecture and SRS blueprint for bespoke agentic AI integration: systems/data audit, architecture diagrams, technology & model recommendations, data pipeline, prompting/RAG strategy, and delivery specs for internal or vendor build.
About Jacek Trefon
We audit your internal systems, integrations, data flows and schemas to produce a state-of-the-art architecture tailored to your goals and constraints. The deliverable is a vendor-agnostic blueprint and a comprehensive SRS covering architecture diagrams, technology stack and model recommendations, prompting and retrieval strategies, data pipelines, security and compliance, performance/SLA targets, and acceptance criteria—ready for internal teams or third-party vendors to implement.
Why Choose Our Architecture & SRS Blueprint?
Build-Ready Documentation
Clear SRS and diagrams for execution by internal teams or external vendors with minimal ambiguity
Future-Proof by Design
Modular, scalable patterns with explicit trade-offs for cost, performance, and maintainability
Agentic AI Expertise
Practical guidance on orchestration, tools, memory, guardrails, and evaluation for agent workflows
UAE-Ready Compliance
Architectures align with UAE data residency and sector regulations where applicable
Blueprint Deliverables
Systems & Data Audit
Inventory of systems, interfaces, data flows, schemas, and integration constraints
Architecture & Sequence Diagrams
High-level and detailed views of the target architecture with interaction flows
Technology & Model Recommendations
Language, framework, infra, and model choices (foundation/hosted/bespoke) with rationale and constraints
Prompting & Retrieval Strategy
Prompt templates, retrieval strategy (RAG/hybrids), evaluation and safety guardrails
Data Pipeline & MLOps
Data ingestion, transformation, governance, observability, and CI/CD for models and prompts
Comprehensive SRS
Functional and non-functional requirements, acceptance criteria, SLAs, and delivery plan
Deliverables & Timeline
Architecture & sequence diagrams and SRS- Tech & model recommendations with rationale and constraints
- Prompting/RAG strategy and data pipeline design
- Acceptance criteria and delivery plan (3–6 weeks typical)
Deliverables & Timeline
- Architecture & sequence diagrams and SRS
- Tech & model recommendations with rationale and constraints
- Prompting/RAG strategy and data pipeline design
- Acceptance criteria and delivery plan (3–6 weeks typical)
Architecture & SRS Blueprint: FAQs
System overviews, integration documentation, sample schemas, process docs and stakeholder access for clarification. No production data is required.
Yes. The SRS and diagrams are vendor-agnostic and intended to enable competitive vendor delivery or internal build.
Yes. We recommend suitable models (foundation/hosted/bespoke) and provide prompting and retrieval strategies aligned to your use cases.
We include baseline security, privacy and compliance guidance; deeper assessments can be added based on sector requirements.
Typically 3–6 weeks depending on scope, system complexity, and number of use cases.
Related Insights
Deep dives on architecture choices, ROI, and agentic AI delivery.
Need a Build-Ready AI Architecture & SRS?
Book a consultation to scope your architecture & SRS blueprint. Vendor-agnostic, build-ready documentation.
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