Cropsly
7+ years serving EU/UK clients

AI Consulting & Strategy

AI readiness assessment, architecture design, and build-vs-buy analysis. Strategic guidance from engineers, not consultants.

What is AI Consulting?

AI consulting bridges the gap between AI hype and business reality. Before writing a single line of code, you need to understand which AI approaches will actually move the needle for your business, what data you need, and whether to build custom or buy existing solutions.

Our consulting is led by engineers who build production AI — not slide-deck consultants. We assess your data readiness, design system architecture, model your costs, and deliver a prioritized roadmap you can execute immediately.

Engagements range from focused 2-week discovery workshops to comprehensive 6-week strategy programs. Every engagement ends with a concrete, actionable plan — not a 100-page report that gathers dust.

Use Cases

AI Readiness Assessment

Evaluate your data, infrastructure, and team for AI adoption.

Architecture Design

System architecture for AI: model selection, infra, data pipelines, deployment.

Build vs Buy Analysis

Should you build custom AI or use existing platforms? We help you decide.

AI Cost & ROI Modeling

Model total cost of ownership, estimate ROI, and build business cases for AI investment decisions.

Team & Skills Assessment

Evaluate your engineering team's AI readiness. Identify skill gaps and create training or hiring plans.

Vendor & Platform Evaluation

Compare AI platforms, APIs, and infrastructure providers. Objective, vendor-neutral recommendations.

How It Works

AI Readiness

Assess data, team, and infrastructure

Opportunity Map

Identify high-impact AI use cases

Roadmap Design

Prioritize initiatives by ROI and feasibility

Pilot Scoping

Define MVP scope and success metrics

Executive Report

Actionable plan with budget and timeline

What We Deliver

Architecture Design
Build-vs-Buy Analysis
Model Selection
Cost Modeling
Roadmapping
MLOps Assessment
Data Strategy
Vendor Evaluation
ROI Modeling
Change Management
PROOF POINT

RunHotel — AI Consulting in Production

7+ years serving EU/UK clients with strategic technology consulting and hands-on delivery.

Read full case study →

7+

Years Experience

6+

Countries

2 weeks

Discovery Sprint

82%

Client Retention

From strategy to production in 6 weeks. The roadmap was specific enough to execute immediately — no fluff, just decisions we could act on.

CTO, European logistics company

Built for Every Stakeholder

  • Vendor-neutral technology recommendations based on your stack
  • Architecture review with specific integration recommendations
  • MLOps maturity assessment with concrete upgrade path
  • Security and compliance evaluation for AI workloads

Frequently Asked Questions

A comprehensive evaluation covering four areas: data audit (quality, availability, gaps), infrastructure review (compute, storage, ML pipeline readiness), team capability assessment (skills, training needs), and opportunity identification with ROI modeling. You receive a prioritized AI roadmap with specific recommendations and cost estimates.

Our consultants are the same engineers who build production AI — not analysts who hand off a slide deck. We deliver working prototypes and technical architecture, not theoretical frameworks. Engagements are 2-6 weeks instead of 6-12 months. And we can seamlessly transition from strategy to implementation with the same team, eliminating the knowledge transfer gap that plagues traditional consulting.

A focused AI strategy engagement typically takes 4-6 weeks: 1-2 weeks for discovery and assessment, 1-2 weeks for opportunity analysis and roadmap design, and 1-2 weeks for pilot scoping and executive presentation. Longer engagements (8-12 weeks) include hands-on pilot implementation to validate the strategy with real results.

Yes — most clients move from consulting to implementation with us. The strategy phase de-risks the build phase by validating assumptions, scoping accurately, and setting clear success metrics. We offer seamless transition from roadmap to execution with the same team that designed the strategy, eliminating the knowledge transfer gap.

We have deep domain experience in hospitality (RunHotel), logistics, healthcare, and fintech. However, our consulting methodology is industry-agnostic — we start with your data and business processes, not assumptions about your vertical. Cross-industry pattern matching often uncovers AI opportunities that domain-only consultants miss.

Talk to a AI Consulting Specialist

Book a free 30-minute discovery call — no pitch deck, just honest technical advice.

Book a Call

Book a Discovery Workshop

Book a free 30-minute discovery call — no pitch deck, just honest technical advice.

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