Enterprise AI Consulting

Proměňte AI v měřitelnou hodnotu s ROI. Začněte AI strategií.

Senior AI architects and data engineersZískejte jasný plán, jak využít AI napříč celou organizací – od kratkodobých cílů po dlouhodobé investice, které se vám skutečně vrací.

50+ enterprise solutions in production
CZ · SK · DE · US · SA
8+ years in enterprise AI & data
Microsoft Partner
Deloitte Fast 50 CE
Positioning

We're an engineering company that consults — not a consultancy that pretends to be technical.

500+ delivered projects
100+ data & AI experts
60+ enterprise clients

Every person we put in front of you has built production systems for enterprise clients. They understand data pipelines, legacy integrations, regulatory constraints, and what breaks under load. That's why our recommendations go straight to production — not into another slide deck.

We also bridge the gap that kills most AI initiatives: the disconnect between business goals and technical execution. Our people speak both languages fluently — and they're not afraid to tell you when your idea won't work. We'd rather push back on a brief than deliver something that doesn't move the needle.

Sound familiar?

The problems that bring companies to us

If any of these sound like your organization, we've solved them before — in production, at enterprise scale.

AI costs are growing, but returns aren't
Experiments and PoCs keep multiplying. Budgets keep climbing. But nobody can point to a concrete business outcome that justifies the spend.
We tie every initiative to measurable ROI
Fragile architecture that doesn't scale
What worked as a prototype breaks under real traffic. The data pipeline is held together by scripts and good intentions. No one trusts the outputs.
We design production-grade from day one
A 60-slide strategy with no execution plan
A consulting firm left behind a beautiful roadmap. But no one internally knows how to implement it, prioritize it, or even validate it technically.
We build strategies we can execute ourselves
No senior AI talent in-house
Hiring senior AI architects takes 6–12 months and costs a fortune. Meanwhile, decisions are being made by people who've never deployed a model to production.
Our seniors embed directly in your team
Security and compliance are an afterthought
AI is being adopted faster than governance can keep up. Data lineage is unclear, access controls are loose, and the next audit is getting closer.
We build governance into the architecture
The tool is built, but nobody uses it
A technically sound solution that sits idle because end users weren't part of the design process. Low trust, low adoption, wasted investment.
We involve stakeholders from the start
Any starting point

It doesn't matter where you are today

We work with companies at every stage of AI maturity. Whether you're starting from zero or scaling what you've already built — we meet you where you are.

Exploring
"We know AI matters, but we don't know where to start."
You see the opportunity but lack clarity on what's realistic, where to invest first, and what the technical prerequisites actually are.
What we deliver

AI readiness assessment, prioritized use case map, data maturity review, first-step roadmap with ROI projections

Building
"We've started, but we're stuck between PoC and production."
You have pilots running but they're not scaling. Architecture decisions need validation. You're unsure what to double down on and what to drop.
What we deliver

Architecture review, production readiness plan, governance framework, hands-on implementation support

Scaling
"We have AI in production, but adoption is patchy and costs are rising."
Solutions are live but siloed. Costs are hard to justify. Governance is inconsistent. You need a systematic approach to scale what works and retire what doesn't.
What we deliver

Portfolio optimization, cost-to-value analysis, cross-department scaling strategy, MLOps and governance maturity plan

How we engage

Your external AI innovation center

You don't need to build an AI department from scratch. We become your dedicated innovation engine — continuously identifying opportunities, designing solutions, and delivering them into production. Not a one-off project. A permanent capability.

Continuous cycle — not a one-off engagement
01 – Immerse

Understand your business

We learn your organization, industry dynamics, competitive landscape, strategic goals, and internal constraints. No generic frameworks — real context.
02 – Discover

Gather inputs across the org

Interviews, data audits, process mapping, pain point collection. We talk to stakeholders from the C-suite to the operations floor.
03 – Analyze

Map use cases & prioritize by ROI

Every opportunity is scored against business impact, technical feasibility, data readiness, and time-to-value. Informed by our best practices and cutting-edge technology landscape.
04 – Report

Deliver a clear analysis

A structured report of validated opportunities — not a list of ideas, but a prioritized, evidence-backed assessment with realistic estimates.
05 – Plan

Build a concrete action plan

Not a strategy deck that ends on a "next steps" slide. A detailed execution plan with phases, ownership, dependencies, timelines, and budget.
06 – Repeat

Loop back & compound

Results feed the next cycle. New opportunities emerge from production data. The innovation engine keeps running — each round smarter than the last.
07 – Execute

Deliver into production

PoC, production deployment, scaling, optimization. The same team that designed the plan builds and ships it. No handoff, no translation loss.

Full talent bench, on demand

Throughout the entire engagement, you have access to every role you need. No recruiting, no ramp-up. Senior specialists ready to embed in your team from day one.

BigHub-founders-story-Karel-Simanek-Tomas-Hubinek
Why BigHub

Six ways we're different

Enterprise segment, every vertical
Energy, finance, insurance, retail, e‑commerce, telco. We work exclusively with large organizations and understand their complexity — governance, procurement, compliance, stakeholder management.
Production, not just proof of concept
Our PoCs don't end with a board presentation. We design architectures that go live — with monitoring, versioning, SLAs, and a maintenance plan. Because value only comes from deployed systems.
Security and governance from day one
Security isn't a project phase — it's a design principle. Audit trails, access control, data lineage, regulatory compliance. We build governance architecture in parallel with every technical solution.
Senior engineers, not juniors with a framework
You won't get a recent graduate with a checklist. Our people have years of hands-on experience with production systems, know the vendor landscape, and communicate fluently with both C‑suite and DevOps.
From strategy through implementation to operations
We're not advisors who leave after the workshop. The same team that designs the strategy implements it and hands it over to operations. One partner, the entire lifecycle.
Technology and business. In the same room.
You don't need a translator between IT and the business. Our experts understand both — they design technically sound solutions with clear business impact and meaningful KPIs.
AI-ready data

Prepare your data for GenAI and scaling AI.

AI strategy

Prepare your data for GenAI and scaling AI.

AI workshop

Prepare your data for GenAI and scaling AI.

EU AI Act compliance

Prepare your data for GenAI and scaling AI.

Security & Compliance

Data governance
Lineage, classification, access control, retention policies — we design governance architecture as an integral part of every solution.
Regulatory compliance
GDPR, NIS2, AI Act, sector-specific regulations. Compliance is built into the design, not bolted on after an audit.
Enterprise security
Encryption, audit trails, role-based access, secure integration with the client's on-premise and cloud infrastructure.
Case studies

Discover how BigHub transforms businesses with AI in a wide range of fields

Actions speak louder than words. Explore tangible examples of our solutions.

Jak pracujeme

ImplementaceThe entire lifecycle.

Náš přístup zajišťuje plynulou a měřitelnou cestu od nápadu k realizaci. Každá fáze je strukturována tak, aby ověřila dopad, minimalizovala rizika a urychlila doručení hodnoty.

Plán ověření konceptu

Nejprve identifikujeme jasný obchodní use case a definujeme metriky úspěchu. Společně ověříme technickou proveditelnost a měřitelnou návratnost investic prostřednictvím malého prototypu přizpůsobeného vašim datům a systémům.

Scale proven patterns

Jakmile se koncept osvědčí, rozšíříme řešení do řízeného produkčního prostředí. Zaměřujeme se na výkon, uživatelskou adopci a integraci se stávajícími pracovními postupy — abychom zajistili, že přinese skutečné obchodní výsledky.

Implementation

Po úspěšné validaci nasazujeme plnou produkční verzi. Náš tým zajišťuje škálovatelnost, monitoring a průběžnou optimalizaci, aby vaše AI řešení i nadále přinášelo měřitelné výsledky dlouhodobě.

Operations & Support

Monitoring, optimization, retraining, governance reviews

Ready to move off your legacy platform?

Want to discuss the details with us? Fill out the short form below. We’ll get in touch shortly to schedule your free, no-obligation consultation.

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