AI Strategy & Roadmaps That Drive Real Business Outcomes
From AI readiness audits to full implementation roadmaps — we help businesses identify where AI creates ROI, then build it. Technology-agnostic strategy.
AI Strategy & Delivery
From roadmap to production
100%
code & IP yours from day one
6–10 wks
48h
Avg. Response Time
no surprises, ever
What is AI consulting?
AI consulting is the strategic and technical advisory process that helps organizations identify where artificial intelligence creates genuine value, determine the right approach and technology stack, assess data and infrastructure readiness, and build a practical implementation roadmap. It prevents expensive mistakes: choosing the wrong tool, building something that cannot scale, or investing in AI where the problem is actually a process issue. CodeShiper delivers AI consulting that leads directly to implementation — not a strategy document handed to a different team.
What our consulting engagements cover
From initial readiness assessment to ongoing advisory — we cover every decision point in an AI adoption journey with engineers who have built production AI systems.
AI Readiness Audit
Assess your organization across four dimensions: data quality and accessibility, infrastructure readiness, team capability, and business process maturity. Identifies gaps before you invest in AI that cannot succeed.
Use Case Discovery & Prioritization
Map every AI opportunity in your business, score each by data availability, technical feasibility, business impact, and implementation risk. Deliver a prioritized roadmap with effort and value estimates for each use case.
AI Architecture Design
Design the technical architecture for your AI system — model selection, retrieval strategy, data pipeline, infrastructure, evaluation framework, and integration pattern. Written architecture document you can give to any development team.
Build vs Buy Analysis
Evaluate whether to build a custom AI system, integrate an off-the-shelf AI tool, or combine both. Compare on total cost of ownership, feature fit, data privacy, vendor lock-in risk, and timeline. Written recommendation with full analysis.
AI Vendor & Tool Selection
Evaluate AI platforms, model providers, vector databases, MLOps tools, and AI-native SaaS products against your requirements. Comparison matrices, proof-of-concept evaluations on your data, and a written vendor recommendation.
AI Governance & Risk Advisory
Advise on AI risk frameworks, hallucination detection, bias testing, audit logging, human-in-the-loop design, and regulatory compliance. Build internal governance documentation appropriate for your organization size and risk profile.
Deliverables you can actually act on
Every engagement produces written, structured documents — not verbal advice or slide decks that summarize what we said in meetings. You receive documents you can share with engineers, executives, and boards.
NDA before any technical discussion
We treat your data and business logic as confidential from the first call.
AI Strategy Document
Written strategy: use case prioritization, tech recommendations, build vs buy decisions, phased roadmap
Architecture Blueprint
Technical architecture with data flow diagrams, component selection, infrastructure spec, and integration patterns
AI Readiness Report
Scored gap analysis of data, infrastructure, team, and process readiness with prioritized action list
Vendor Comparison Matrix
Side-by-side vendor comparison with POC results on your data and a written recommendation rationale
Implementation Roadmap
Phased plan with milestones, dependencies, resource requirements, and success metrics for each phase
AI Governance Framework
Internal documentation covering model evaluation, audit logging, oversight requirements, and escalation procedures
From first call to actionable AI strategy
A structured consulting process with clear milestones. You know what we are doing, what we are producing, and when.
AI consulting fees & timelines
All engagements are fixed-fee. No hourly billing, no scope creep surprises. Price is agreed before work begins.
| Engagement type | What it covers | Timeline | Indicative fee |
|---|---|---|---|
AI Readiness Audit Assessment only | Data, infrastructure, team, and process readiness — gap analysis and prioritized action list | 2–3 weeks | $5,000–$12,000 |
AI Strategy Engagement Full strategy + roadmap | Use case discovery, architecture design, build vs buy, vendor selection, implementation roadmap | 4–8 weeks | $15,000–$40,000 |
Advisory Retainer Ongoing monthly support | Architecture reviews, vendor evaluation, team support, second opinions on implementation decisions | Monthly | From $3,000/mo |
Organization size, number of use cases, and depth of technical analysis are the primary cost drivers.
AI consulting from people who actually build AI
We are engineers who consult, not consultants who learned AI. That distinction matters for the quality of advice you get.
Engineers who build, not just advise
Our consultants have shipped production AI systems. We know what works in practice because we have built it and dealt with the failure modes ourselves.
Vendor-neutral by policy
We have no referral arrangements with any AI vendor, cloud provider, or tool company. Our recommendations reflect your requirements, not our revenue model.
Fixed fees, written proposals
Every engagement is fixed-fee with a written proposal before we start. You know exactly what you are buying, what we are delivering, and when.
Strategy that connects to implementation
We can implement what we recommend. If you want to move from strategy to development, the same team continues — no knowledge transfer to a separate build team.
Honest when AI is not the answer
Sometimes the problem is a process issue, a data quality problem, or a hiring decision — not an AI product. We tell you that rather than selling you work you do not need.
Documented rationale on every recommendation
Every recommendation comes with written rationale. You can challenge it, share it with your board, or give it to another team. We stand behind our reasoning.
Frequently asked questions
AI consulting — what it delivers, how long it takes, what it costs, and whether you need it.
What does an AI consulting engagement actually deliver?
How long does an AI consulting engagement take?
How much does AI consulting cost?
What is an AI readiness audit?
How do you identify AI use cases for my business?
What is build vs buy analysis for AI?
Can you help us select AI vendors or tools?
Can you continue as an advisor during implementation?
Let's Talk
Thinking about AI but not sure where to start? Let's figure it out together.
A free 45-minute strategy call. We ask about your business, your data, and the problems you want to solve. We give you an honest read on where AI is worth investing and where it is not.