AI · AWS CLOUD · DIGITAL PRODUCTS

From AI opportunity to governed production.

Cropped helps organisations identify valuable AI opportunities, design Claude-enabled solutions, establish secure AWS foundations and deliver the product, data, integration and adoption work needed to move beyond experimentation.

Business-led Governance by design Focused on production
A complete route to value
01
OpportunityOutcome, users and value
02
SolutionClaude, data and workflows
03
FoundationAWS, security and integration
04
AssuranceEvaluation and governance
05
AdoptionRelease, change and measurement

Designed around the realities of enterprise delivery, not just the technology demo.

PRACTICAL AI

Successful AI adoption needs more than access to a model.

It needs a clear business problem, reliable data, secure integrations, appropriate controls, a usable product and a plan for organisational adoption. Cropped brings these elements together so that AI can operate within real business processes.

CAPABILITIES

Services that connect strategy to delivery

Focused support across discovery, architecture, implementation, governance and adoption.

01

AI strategy and use-case discovery

Find the opportunities worth pursuing and define a realistic path to business value.

  • AI opportunity assessments
  • Use-case prioritisation
  • Product vision and roadmap
  • Value, feasibility and risk analysis
  • Proof-of-concept planning
02

Claude-enabled solution design

Design useful AI products around people, information and operational workflows.

  • Knowledge and research assistants
  • Document analysis
  • Retrieval-augmented generation
  • Agentic workflows
  • Claude Code enablement
03

AWS cloud and generative AI

Create secure, scalable foundations for AI applications, integrations and data workloads.

  • Amazon Bedrock solutions
  • AWS architecture
  • Serverless applications
  • API and integration design
  • Operational readiness
04

AI governance and evaluation

Build confidence through clear controls, testing, oversight and accountable use.

  • AI risk and impact assessment
  • Model and prompt evaluation
  • Privacy and access controls
  • Human oversight
  • Production monitoring
05

Data and enterprise integration

Connect AI to the trusted systems and information needed to deliver useful outcomes.

  • API contracts and data flows
  • CRM and Salesforce integration
  • Data quality and validation
  • Consent and preference management
  • AI data-readiness reviews
06

Product delivery and adoption

Turn the solution into a product that people can use, trust and continuously improve.

  • Roadmaps and backlogs
  • Service design and UX reviews
  • UAT and release planning
  • Training and change support
  • Outcome and adoption measurement

BUSINESS SOLUTIONS

AI designed around work that matters

We help organisations explore focused use cases with clear users, controls and success measures.

01

Enterprise knowledge assistants

Grounded answers across policies, product information, service guidance and internal knowledge.

02

Document and workflow intelligence

Extract, review, classify and summarise complex information while retaining human control.

03

Customer and employee support

Help users find answers, complete tasks and navigate services with less friction.

04

Code and application modernisation

Use Claude Code to understand legacy systems, improve delivery workflows and reduce technical debt.

05

Operational decision support

Bring together data, business rules and context to support timely, explainable decisions.

DELIVERY APPROACH

A disciplined route from discovery to scale

01

Discover

Clarify the problem, users, process, data, risks and expected outcomes.

02

Design

Define the product, architecture, controls, experience and delivery roadmap.

03

Prove

Test a focused prototype against representative scenarios and measurable criteria.

04

Productionise

Integrate, secure, evaluate, release and prepare the solution for operation.

05

Adopt and improve

Support users, monitor outcomes and continuously refine the product.

STARTING POINTS

Focused engagements with tangible outputs

DISCOVERY

AI Opportunity Sprint

Prioritised use cases, value assessment, risks and an initial 90-day delivery roadmap.

PROTOTYPE

Claude Solution Sprint

A focused prototype, evaluation findings and recommendations for production delivery.

ASSURANCE

AI Production Readiness Review

An assessment of architecture, data, security, governance, operations and adoption readiness.

ENGINEERING

Claude Code Enablement

A practical pilot covering use cases, engineering controls, workflow design and adoption measures.

ENTERPRISE EXPERIENCE

Grounded in complex delivery environments

Experience across global energy, retail, telecommunications, B2B services and cloud transformation.

Global platforms

Customer, CRM and data capabilities spanning multiple markets, languages and regulatory contexts.

Integration-led delivery

APIs, enterprise systems, Salesforce, marketing technology, data mapping and validation.

Product leadership

Discovery, roadmaps, backlogs, service design, UAT, release, adoption and outcome measurement.

AWS and data

Cloud migration, analytics, data products, governance, consent, access and operational insight.

ABOUT CROPPED

Business understanding with technical delivery discipline.

Cropped Ltd is a UK consulting company specialising in AI, AWS cloud, digital products, data and enterprise transformation.

We work with organisations that need practical support to identify opportunities, define solutions and coordinate the business and technical work required to deliver them.

AWS Partner Network member

Cropped is building its AI consulting practice on secure, scalable cloud foundations.

Claude is an AI product by Anthropic. Cropped Ltd is not currently presented as an Anthropic partner.

START A CONVERSATION

Have an AI use case, process problem or product idea?

We can help assess the opportunity, identify the required data and integrations, define delivery risks and create a practical implementation roadmap.

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