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AI consulting and AI readiness assessment

Our AI consulting starts with an AI readiness assessment: where AI fits your business, what it returns, and how to build it. You walk away with a ranked use-case backlog and an implementation roadmap, not a slide deck.

What you get

AI readiness assessment

A clear read on your data, processes, and team maturity, scored against a readiness baseline. We name what you can ship now and where the gaps sit.

Prioritized use-case backlog with ROI

We score each opportunity by business value, effort, and risk. You get a ranked backlog with expected ROI, so the first project pays for itself.

Implementation roadmap

A phased plan from quick wins to strategic bets, with milestones, owners, and dependencies. Your AI strategy becomes a concrete quarter-by-quarter schedule.

Build vs. buy recommendation and risks

For each use case we say whether to build, fine-tune, or buy, with the cost and lock-in trade-offs. We flag the technical, legal, and data risks up front.

How we work

0101/04

Discovery interviews and process audit

We interview your team and audit the workflows, data sources, and tools that matter. Every recommendation then rests on how your business actually runs.

0202/04

Opportunity mapping and scoring

We map candidate AI use cases and score each on value, effort, and risk. You get an objective ranking instead of a wish list.

0303/04

Roadmap and business case

We build the implementation roadmap and a business case with ROI for the top use cases. You leave with a plan your leadership can approve.

0404/04

Optional pilot or build

Want to move fast? We ship the pilot or first production system ourselves. The team that scoped it builds it.

Tech Stack

We are platform-agnostic and design architectures around your requirements, not a single model. Our engineers work daily with:

OpenAIOpenAI
Anthropic ClaudeAnthropic Claude
Google GeminiGoogle Gemini
GrokGrok
Hugging FaceHugging Face
PyTorchPyTorch
LangChainLangChain
LlamaIndexLlamaIndex
QdrantQdrant
MilvusMilvus
Voyage AIVoyage AI
LangfuseLangfuse
vLLMvLLM

Frequently asked questions

What is an AI readiness assessment?

It is a structured review of your data, processes, and team that shows where AI can deliver value and what has to be in place first. You get a scored baseline and a prioritized list of opportunities.

What does an AI roadmap include?

A use-case backlog ranked by ROI, a phased implementation plan with milestones and owners, plus build-vs-buy and risk guidance for each initiative. It maps quick wins and longer projects across quarters.

How long does AI consulting take?

A readiness assessment and roadmap usually take one to two weeks, depending on company size and access to stakeholders. Larger organizations with many workflows can run a bit longer.

What is the difference between consulting and implementation?

Consulting decides what to build and why, and ends in a prioritized roadmap and business case. Implementation is building and shipping the systems.

Do you also build what you recommend?

Yes. We have shipped 20+ AI systems, so the team that scopes your roadmap also builds the pilot and production systems. Start with consulting only, or continue straight into a build.

Get in touch

Tell us about your task — we will suggest what AI pilot we can build and what it takes to start.

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AI Consulting & Readiness Assessment | Gless