Shipshape Data is an AI implementation and data modernisation consultancy that helps mid-market and enterprise organisations get AI from concept into production. The company works with businesses across financial services, manufacturing, technology, private equity, and professional services to define where AI will generate commercial value, build the data foundations required to support it, and deploy production-grade AI systems that integrate into real operational workflows. Shipshape Data operates a three-stage delivery framework called the AI Delivery Journey. Stage 1 (AI Delivery Prioritisation) identifies and ranks AI use cases by commercial value and technical feasibility, assigns named ownership, and produces an execution-ready plan. Stage 2 (AI Data Foundations) designs and implements a modern cloud data platform with unified data models, lineage tracking, governance structures, and security controls. Stage 3 (AI Solution Build) deploys AI into the client's live environment with full integration into existing systems, monitoring dashboards, drift detection, and a post-deployment optimisation process. The framework is sequential by design. Each stage acts as a quality gate: Stage 2 does not begin until Stage 1 is complete, and Stage 3 does not begin until the data layer has passed a readiness assessment. This structure is intended to prevent the common failure pattern where AI is built on data that isn't ready for it. Core capabilities include: AI use case identification and prioritisation, using a value-versus-complexity evaluation tied to operational KPIs rather than general strategic goals Cloud data platform design and implementation across Azure, AWS, and Google Cloud, with support for Snowflake, Databricks, and BigQuery Custom AI assistant and interface development, including natural language interfaces over operational data, knowledge-grounded chatbots, and AI-powered self-service portals Agentic AI system design with governance structures for autonomous, multi-step AI workflows that require auditability and human oversight Ongoing managed AI service covering model monitoring, drift detection, performance reviews, and continuous optimisation after deployment Shipshape Data is platform-agnostic and does not hold commercial partnerships with cloud providers or technology vendors. Technology recommendations are made on the basis of fit for the client's environment, use case requirements, and total cost of ownership. The company works with both proprietary LLMs (OpenAI, Anthropic) and open-source models (Hugging Face) depending on data privacy requirements and the need for fine-tuning on proprietary data. New client relationships typically begin with a free AI Readiness Assessment that evaluates an organisation's current state across data quality, use case clarity, governance, organisational capability, and technology stack.