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AI Consulting Services

Most companies know they should be using AI but have no clear idea where it fits. Our AI consulting services help you decide what is worth doing, what to skip, and how to turn a good idea into a system that pays off.
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Why Companies Choose Incora as an AI Consulting Company

We are an engineering team first, so as an AI consulting company, our advice comes with the ability to build what we recommend, and an honest view of what AI will really cost.
  • 101+

    Experts to choose from

  • 11+

    Years of experience

  • 150+

    Projects successfully delivered

  • 20+

    Niche-experienced developers

What AI Consulting Services Actually Cover

Good AI consulting is less about the technology than the decisions around it: which problems to solve, what data you need, and how to adopt AI without disruption.
  • 50%

    less manual work through process automation

  • 3x

    faster decisions with a roadmap leadership approves in one read

  • 40%

    lower project risk by catching weak use cases before funding

  • 30%

    lower cost from clear build, buy, and run numbers

  • 2x

    faster adoption with governance built in from the start

AI Strategy, Roadmap and Readiness Assessment

Our AI strategy consulting turns a vague AI ambition into a clear, sequenced plan: what to do first, who owns it, and what it should return. These 5 steps are how we get there.
01

AI Readiness Assessment

An AI readiness assessment scores your data, infrastructure, and team against what AI requires. You get a prioritized list of gaps to close before any money goes into development.
02

AI Strategy Development

We turn your goals into an AI strategy with clear priorities, budgets, and expected returns. It is a plan leadership can approve, and finance can defend.
03

AI Roadmap and Prioritization

We sequence the work into phases, so the first win funds the next and progress stays visible. Each phase has a defined outcome and a budget.
04

Use-Case Discovery

We find the use cases worth pursuing and rank them by value and effort. The ones that only look good in a demo get filtered out early.
05

Success Metrics and ROI Modeling

We define how each initiative will be measured and model the return before you commit. You know what success looks like on day one.

AI Consulting by Industry

Our enterprise AI consulting adapts to the data, compliance, and workflows your sector actually runs on, rather than applying a generic playbook.

Elevate your business with Incora!

Create a custom solution!

Our AI Consulting Services

As an AI consulting company, we support the full AI lifecycle, from the initial assessment to post-launch governance. Take one service or the full program.
01

AI Readiness and Maturity Assessment

  • Review your data, systems, and team against AI needs
  • Spot the gaps that would block an AI project
  • Score how ready you really are to build
  • Get a prioritized list of what to fix first
02

AI Strategy and Roadmap Development

  • Turn your goals into a clear, phased plan
  • Set priorities, owners, and budgets for each stage
  • Model the expected return before you commit
  • Leave with a roadmap leadership can approve
03

AI Use-Case Discovery and Prioritization

  • Find the use cases actually worth pursuing
  • Score each one by value, effort, and risk
  • Filter out the ideas that only demo well
  • Build a ranked, fundable backlog
04

Generative AI Consulting

  • Apply LLMs to support, search, and documents
  • Decide where generative AI genuinely pays off
  • Add guardrails and evaluation from the start
  • Avoid a model where a simpler tool fits
05

Enterprise AI Advisory

  • Get ongoing guidance as your AI program grows
  • Keep priorities, architecture, and risk aligned
  • Act as the AI leadership you may lack in-house
  • Keep the program coherent as it scales
06

Data Readiness and AI Data Architecture

  • Assess whether your data can support AI
  • Design the pipelines your models need to work
  • Map what you have, need, and must fix
  • Scope the data work before the AI work
07

AI Solution Architecture and Model Selection

  • Design an architecture that fits your task
  • Choose models for cost, privacy, and accuracy
  • Size the setup to your real workload
  • Keep the freedom to swap models later
08

AI Agent and Automation Advisory

  • Decide where agents and automation belong
  • Keep a human in the loop where it matters
  • Automate the safe, high-value wins first
  • Set clear limits, oversight, and control
09

AI Integration Advisory

  • Fit AI into your CRM, ERP, and internal tools
  • Plan a staged, low-risk rollout
  • Keep daily work running throughout
  • Build around your existing systems
10

Legacy and AI Modernization Advisory

  • Assess older systems for AI modernization
  • Plan improvements without a risky rewrite
  • Move in staged, safe-to-ship steps
  • Avoid any big-bang cutover
11

AI Governance, Risk and Compliance

  • Set the policies and controls AI needs
  • Add oversight and sign-off on key actions
  • Keep audit-ready evidence of every decision
  • Scale governance with the program
12

AI Security and Data Privacy Advisory

  • Review how your AI handles sensitive data
  • Find where that data could be exposed
  • Close the gaps before they become incidents
  • Keep data inside the limits you set
13

AI Cost, ROI and Vendor Evaluation

  • Model the real cost of an AI initiative
  • Compare build, buy, and vendor options
  • Include run cost alongside the build
  • Back the decision with clear numbers
14

AI Enablement and Team Training

  • Train your team to use and run AI
  • Cover engineers and everyday business users
  • Keep the knowledge in-house after launch
  • Make the team self-sufficient over time

Select The Best Strategy For Your Business!

Choose an Approach!
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Testimonials

Clients stay with Incora because our engineers own outcomes and adapt to product changes on their own. Read what they say below, alongside the certifications behind our practice.
5.0
Based on 27 reviews
Clutch (Testimonials)
Leo Kudryavtsev

Leo Kudryavtsev

Founder & Principal Solution Architect, Softrange Technology
Dhaval Bhatt

Dhaval Bhatt

Co-founder of Squibler

Incora has been fantastic to work with. I find them very professional, ethical, and, responsible. I’ve worked with many developers, but Team Incora has been outstanding. This team understands what you need and what you want, and delivers on both fronts very effectively. Highly recommend working with them if you get a chance…

Khalid Alolayan

Khalid Alolayan

CEO at Shadda

Incora developed an iOS application for an on-demand delivery service company. The team built and designed the app to help the client achieve an improved user experience and add new features. Incora led a solid process, utilizing various platforms such as Github and Trello to maximize the workflow. The team was full of diverse and talented individuals. In the end, all the work was done in a timely manner.

David Park

David Park

CEO & Co-Founder, Narada AI

Once we showed designs (e.g. Figma) of what we needed, along with aggressive deadlines, Incora always delivered on time and in many cases when above and beyond to build beautiful, robust UI interfaces for us. In addition to the high skill level of their engineers, I am very impressed with how personable and kind every employee, including their leadership, is. Their values and professionalism stand out, and they make it easy to partner with and communicate with them!

FAQ About AI Consulting Services

What are AI consulting services?

AI consulting services are expert advisory engagements that help a company decide where AI fits, plan how to adopt it, and reduce the risk of getting it wrong. A consultant assesses your readiness, finds the use cases worth pursuing, builds a roadmap, and sets up the governance to run AI safely.

In practice, our AI consulting services for enterprises combine strategy, data, architecture, and compliance in one engagement, so you get a cohesive plan rather than advice from four separate vendors. The work ranges from a short readiness review to an ongoing advisory relationship.

Good AI advisory services deliver a clear decision: what to build, what to buy, what to skip, and what it will cost, so you move forward on evidence instead of pressure to do something with AI. A typical engagement runs through readiness, use-case discovery, a phased roadmap, and governance, and you can stop after any stage.

How much does AI consulting cost?

Advisory engagements typically cost from about $5,000 for a focused readiness assessment to $50,000 or more for a full strategy and roadmap, with ongoing advisory priced monthly. The price scales with the depth of the work and the size of your organization.

A well-run AI adoption strategy usually starts small, with an assessment that pays for itself by stopping a costly wrong turn, and expands only into work that proves worth doing. We give you a fixed scope and price before any work starts.

The real return is avoided waste: the projects you do not fund, the vendors you do not overpay, and the rework you skip by planning first. Most clients find the consulting costs far less than one failed AI project would have.

How do you know if our company is ready for AI?

We run an AI readiness assessment that scores your data, infrastructure, team skills, and use cases against what AI actually requires. It tells you plainly whether you are ready to build, or whether groundwork on data or skills has to come first.

Readiness is mostly about data and clarity: whether your data is usable, and whether you have a problem worth solving. We check both, then give you a prioritized list of what to fix before any model is trained.

The assessment usually takes 2 to 4 weeks and ends with a report your leadership and engineers can both use, so you know exactly where you stand and what the first realistic step is.

How is AI consulting different from IT or management consulting?

AI consulting focuses specifically on where and how to use AI, combining the business view of management consulting with the technical depth to actually build the solution. IT consulting keeps your systems running, and management consulting advises on strategy, while this bridges both for AI in particular.

Our AI transformation consulting covers the full picture: the business case, the data, the architecture, and the governance, from one team that can also build what it recommends.

That is the difference between advice you can act on and a plan nobody can execute. Our AI implementation consulting then carries the strategy through to a working system, so you are never left with a roadmap you cannot deliver.

What does an AI consultant do?

An AI consultant helps a company find where AI creates real value, plans how to adopt it, and guides the work so it ships safely and pays off. The role blends business judgment, data know-how, and enough engineering depth to tell a good idea from an expensive one.

Day to day, that means running a readiness review, shortlisting use cases, building a roadmap, and advising on architecture, cost, and governance. Our AI advisory services can stay with you through delivery or hand a clear plan to your own team.

A good consultant also says no: the biggest value is often the projects they talk you out of. You leave each engagement with a decision you can defend and act on.

How long does an AI consulting engagement take?

A focused readiness assessment usually takes two to four weeks, and a full strategy and roadmap runs about six to eight weeks, depending on the size of your data and the number of use cases. Ongoing advisory then continues for as long as it adds value.

Our AI strategy consulting front-loads the understanding phase, so the first weeks produce the facts every later decision rests on. You see a usable output early rather than waiting months for a single big deliverable, so the work stays useful even if priorities shift.

Timelines stretch with the number of systems and stakeholders involved. A larger enterprise AI consulting program runs in phases across quarters, and we give you a dated plan before any work starts.

What AI tools, models, and technologies do you work with?

We stay model-agnostic and pick the tools that fit your task, budget, and privacy needs, from OpenAI, Anthropic, and Google models to open models like Llama and Mistral. The right choice depends on your accuracy bar, your data sensitivity, and what you can run in-house.

Our generative AI consulting services cover the full stack around a model: retrieval, data pipelines, evaluation, and the guardrails that keep outputs safe. We design for portability, so you can swap a model later without a rewrite.

Where a simpler, cheaper option does the job, we recommend it over a heavier one. The goal is a result that lasts, backed by AI consulting services that keep working as the technology moves.

Get in touch

Let's discover which technologies will make your idea great.

🌐
Anastasiia Pryshliak
Anastasiia Pryshliak
Senior Partnerships Manager

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