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AI consulting services

AI consulting for your industry, your size, your problem

One team of Ph.D.-level data scientists and engineers — applied to very different realities. Pick the page that matches yours: the use cases, case studies, and answers are tailored to it, not recycled.

Ph.D.-level data scientists & engineers
Member of the German AI Association
Offices in Frankfurt Rhine-Main & Berlin

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5.0 18 reviews on Clutch Go Global Awards winner

Trusted by enterprises, scale-ups and non-profits

AI consulting

By company size

AI Consulting for Business

The complete guide to putting AI to work across operations, sales, finance, and customer service — whatever your size.

AI Consulting for Small Businesses

Enterprise-grade AI scoped for small business reality: quick-payback use cases, fixed prices, no data science team required.

AI Consulting for Mid-Market

For the squeezed middle: too complex for off-the-shelf tools, too lean for an enterprise AI programme.

AI Consulting for Startups

Ship an AI-powered product without hiring an ML team — PoC to MVP to product, mapped to your funding stages.

AI Consulting for Enterprises

Get AI out of pilot purgatory: production integration, governance, and scaling from one use case to a portfolio.

AI Consulting for Entrepreneurs

AI as leverage for a team of one — do the work of people you cannot yet hire, and know when off-the-shelf is enough.

AI consulting

By industry

AI Consulting for Healthcare

Medical imaging, medication verification, private clinical assistants — built for patient-data privacy from day one.

AI Consulting for Healthcare Systems

System-level AI for hospital networks: capacity forecasting, network-wide automation, and governed multi-site rollouts.

AI Consulting for Life Sciences

Research-grade AI for pharma, biotech, and medtech — imaging, literature mining, and lab work in regulated environments.

AI Consulting for Pharma

Across the pharmaceutical value chain: inspection, supply forecasting, pharmacovigilance, and grounded medical information.

AI Consulting for Pharmacy Sciences

Dispensing accuracy, medication verification, and pharmacy workflow automation — proven by our 99.9% pill-detection system.

AI Consulting for Manufacturing

Visual quality inspection, predictive maintenance, and production forecasting — Industrie 4.0 with German engineering rigor.

AI Consulting for Logistics

Forecasting, routing analytics, warehouse computer vision, and freight-document automation along the whole chain.

AI Consulting for Retail

Demand forecasting, personalization, and location-based pricing intelligence for retail and e-commerce.

AI Consulting for Finance

Fraud detection, risk modeling, and auditable AI for banks, insurers, fintechs, and finance teams.

AI Consulting for Financial Services

Customer experience and operations for banks, insurers, and wealth managers — onboarding, claims, and service AI.

AI Consulting for Banking

Lending automation, relationship-manager copilots, and modernization that never touches the core banking system.

AI Consulting for Fintech Companies

For fintechs building AI into the product: credit decisioning, embedded intelligence, and diligence-ready engineering.

AI Consulting for Family Offices

Deal screening, portfolio analytics, and private assistants over the office archive — discretion as the architecture.

AI Consulting for Proptech Companies

Valuation models and location intelligence — anchored by our deep learning work on urban zone pricing.

AI Consulting for Telecommunications

Network anomaly detection, churn prediction, and service automation across the network, service, and customer layers.

AI Consulting for Utilities

Load forecasting, asset inspection, and outage prediction — AI on infrastructure that cannot be allowed to fail.

AI Consulting for Government

Citizen-service automation and explainable decision support with data sovereignty and GDPR-native engineering.

AI Consulting for Nonprofits

Lift the admin load off your mission — donor analytics, reporting automation, and honest advice on where AI does not belong.

AI Consulting for Hospitality

Front of house and back of house: guest assistants, revenue forecasting, staffing, and hygiene monitoring.

AI Consulting for Tourism

AI along the traveller journey — destination demand, itinerary personalization, and multilingual traveller support.

AI Consulting for Law Firms

Private LLM assistants, contract analysis, and document review — with confidentiality as the architecture.

AI Consulting for Accounting Firms

Client document intake, bookkeeping automation, and audit anomaly detection — plus an honest look at the billable hour.

AI Consulting for Insurance

Underwriting, pricing, claims, and fraud — led by our real usage-based insurance deep-learning work.

AI Consulting for Private Equity

Two value levers: sharper deal diligence, and a repeatable AI value-creation playbook across the portfolio.

AI Consulting for Biotech Companies

Research-grade ML for small, complex, R&D-stage datasets — from a genuinely Ph.D.-level team.

AI Consulting for the Technology Industry

A research bench for when your engineers are great but the problem is a genuine ML problem.

AI Consulting for B2B SaaS

AI features that move retention and NDR — not a demo-ware chatbot that spikes your inference bill.

AI Consulting for B2B

For fewer, bigger, slower deals: account intelligence, RFP and quote automation, complex-catalog support.

AI Consulting for Professional Services

A firm that sells expertise should compound it — proposals, knowledge capture, and delivery automation.

AI Consulting for Architecture Firms

Give architects their design time back — drawings, specs, compliance pre-checks, and a searchable archive.

AI Consulting for the Energy Sector

Generation to market: production optimization, renewables and price forecasting, asset maintenance.

AI Consulting for Supply Chain

Plan, see, react — network planning, multi-tier visibility, and disruption response above logistics execution.

AI Consulting for Ecommerce

Down the funnel: discovery, personalization, catalog enrichment, and returns for online-only and DTC.

AI Consulting for Defense & Aerospace

Non-weapons operations: predictive maintenance, component inspection, spares forecasting, compliance docs.

AI Consulting for the Defense Sector

Readiness and responsibility — sustainment, logistics, and compliance, with an explicit ethical boundary.

AI Consulting for Senior Living

AI that gives carers time back, not that watches residents — staffing, admin, and dignified care.

AI Consulting for Healthcare Enterprises

At payer and IDN scale, AI is a governance and integration problem — delivered under strict data protection.

AI Consulting for Healthcare Organizations

A pragmatic first AI project for mid-size providers — start where it hurts, safely, with patient data protected.

AI Consulting for Healthcare, Explained

A calm, hype-free primer: what healthcare AI can and cannot do, and how a responsible engagement works.

AI Consulting for Catholic Schools

Administrative relief in service of the mission — with strict protection of minors and clear ethical limits.

AI Consulting for Regulated Industries

One discipline, many regulators: explainable, auditable, data-sovereign AI whatever the rulebook.

AI consulting

By function

AI Consulting for Marketing

Custom models on your customer data: segmentation, forecasting, personalization, and brand-guardrailed content ops.

AI Consulting for Brands

Brand-safe generative AI, sentiment intelligence, and personalization that protects the brand while it scales.

AI Consulting for Content Creation

Build a grounded content pipeline — source, generate, review, localize, and learn — not just another writing tool.

AI Consulting for Data Analytics

Cross from dashboards into predictive and prescriptive analytics — and get insight into the workflow, not the report.

AI Consulting for Operations Automation

Where rule-based automation stops and AI starts: documents, free text, images, and the exceptions rules never anticipated.

AI Consulting for Business Growth

The four levers AI can actually pull on revenue — and how to prove incremental lift instead of claiming credit for it.

AI Consulting for MSPs

The AI engineering bench behind your MSP offering: subcontracted delivery, co-delivery, or team enablement.

AI Consulting for Customer Service

Deflect, assist, learn — grounded support AI that hands off to a human instead of hallucinating.

AI Consulting for Sales Growth

Focus reps on winnable pipeline and make the forecast defensible — scoring, slippage prediction, rep productivity.

AI Consulting for HR

Efficiency and fairness together — recruiting ops and a policy assistant, designed against bias from the start.

AI Consulting for Digital Transformation

Beyond digitization — data foundations, legacy modernization, and AI that turns dashboards into decisions.

AI Consulting for Enterprise Transformation

Portfolio, not pilots — a target operating model and governed AI change across many business units.

AI Consulting for Business Transformation

Start from the number you need to move, not from AI — outcome-first operating-model change at any size.

AI Consulting for Market Insights

Turn unstructured chatter into defensible insight — reviews, calls, social, and news mined with rigor.

AI Consulting for Tax Season

Beat the deadline — absorb the document surge so professionals spend the season on review, not data entry.

AI consulting

By role

AI Consulting for CEOs

The questions to ask before approving an AI project, and what a chief executive should keep on their own desk.

AI Consulting for Teams

Most AI failures are adoption failures. Make it stick: the right workflow, real training, and capability that stays.

AI Consulting for Finance Teams

For the internal finance function: invoice processing, reconciliation, faster close, and rolling cash-flow forecasts.

AI Consulting for Marketing Directors

For the person accountable for the number — prove incremental lift to the C-suite, own the decisions that matter.

AI Consulting for Leadership Teams

Get the whole executive committee aligned — shared literacy, one prioritized portfolio, clear ownership.

AI consulting

By region

AI Consulting for Businesses in Atlanta

Full-service AI consulting for Atlanta companies across logistics, media, health tech, and fintech — delivered remotely.

AI Consulting for Marketing in Atlanta

Personalization, generative content ops, and campaign analytics for Atlanta marketing teams — delivered remotely.

AI Consulting for French SMEs

An EU-to-EU engagement for French PME: data stays in the EU, one regulatory framework, one time zone.

AI Consulting for Businesses in New Jersey

Full-service AI for New Jersey companies across pharma, finance, logistics, and manufacturing — delivered remotely.

AI Consulting for Canadian Manufacturers

German engineering rigor for Canadian plants — visual inspection and predictive maintenance, delivered remotely.

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A call with an AI expert to understand your problem, data and goals.
A clear recommendation: the approach we suggest and a high-level estimate.

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