AI strategy to production use

AI Implementation Service — intelligent solutions for your company

We support B2B companies in Germany with tailored AI implementation: from strategy through development to integration into existing systems and SaaS products.

ClutchAI Agency Radar — ranked for AI Agent DevelopmentClutch — Top Flutter Developers Germany 2026Clutch — Top Health & Wellness App Developers Germany 2026FlutterFlow Partner
Overview

Xmethod helps B2B companies in Germany use AI where it creates measurable value. We start with an analysis of your business processes and an actionable roadmap, so AI implementation is geared towards value creation rather than experiments from day one.

We integrate AI features directly into SaaS products, build voice agents for customer service and sales, and adapt foundation models such as GPT, Claude, Llama or Mistral to your requirements. We connect the solutions to ERP, CRM, data warehouses and cloud infrastructure — GDPR-compliant and, after go-live, with monitoring, retraining and performance optimisation.

Services01

Our AI implementation service at a glance

As a specialised partner for B2B AI implementation in Germany, we guide you through the entire process — from the first idea to productive use.

01

AI strategy consulting & roadmap

We analyse your business processes, identify potential and create an actionable roadmap. That way AI implementation in your company is geared towards value creation from the start.

  • Process analysis & use case identification
  • Technical feasibility assessment
  • ROI forecast & prioritisation
  • Readiness assessment
02

Tailored AI implementation for SaaS products

We integrate AI features directly into your SaaS platform — whether intelligent automation, predictive analytics or personalised user experiences. Your users benefit from smart features that raise product value significantly.

  • Modules as microservices
  • API-first architecture
  • Multi-tenant-capable pipelines
  • Seamless integration into your existing SaaS architecture
03

AI voice agent implementation

We build and integrate intelligent voice agents for customer service, sales and internal processes. Our voice agents understand context, speak naturally and integrate with your existing systems.

  • Voicebots & conversational AI
  • Connection to CRM, ERP & ticketing systems
  • Multilingual voice agents
  • Real-time analysis & reporting
04

AI model development & fine-tuning

We build bespoke models or adapt existing foundation models (GPT, Claude, Llama, Mistral) to your specific requirements.

  • Custom model training
  • Fine-tuning LLMs on your domain
  • RAG systems (retrieval-augmented generation)
  • Prompt engineering & optimisation
05

Integration into existing systems

We connect solutions to your existing IT landscape — ERP, CRM, data warehouses, cloud infrastructure and third-party systems.

  • API development & middleware
  • Data pipeline setup (ETL/ELT)
  • Cloud-native deployment (AWS, Azure, GCP)
  • Monitoring & MLOps
06

Maintenance, optimisation & scaling

After go-live we ensure continuous improvement: model monitoring, retraining cycles and performance optimisation.

  • Model monitoring & drift detection
  • Automated retraining pipelines
  • Performance optimisation
  • Scaling as data volumes grow
Highlights02

Facts we are proud of

Process03

Our proven process for AI implementation

Every successful AI implementation follows a structured approach. Our process makes sure your project is delivered efficiently, transparently and with a focus on results.

01

Step 1 — Discovery & analysis (1–2 weeks)

We get to understand your business, your data landscape and your goals. Together we define the use cases with the highest impact.

  • Stakeholder workshops
  • Data audit
  • Technical infrastructure analysis
  • Use case prioritisation
02

Step 2 — Concept & architecture (1–2 weeks)

We design the technical architecture, select the right AI models and technologies and create a detailed delivery plan.

  • System architecture design
  • Model selection & technology stack
  • Data strategy & pipeline design
  • Project plan with milestones
03

Step 3 — Development & training (4–12 weeks)

In agile sprints we build your solution, train models and integrate them into your systems.

  • Agile development (Scrum)
  • Model training & validation
  • API development & integration
  • Continuous testing
04

Step 4 — Testing & quality assurance (1–3 weeks)

Thorough testing makes sure your solution runs reliably, performs well and stays secure.

  • Functional tests & edge case testing
  • Performance & load tests
  • Security & data protection audit
  • User acceptance testing (UAT)
05

Step 5 — Deployment & go-live (1–2 weeks)

We deploy your solution into the production environment and make sure the start goes smoothly.

  • Staging & production deployment
  • Monitoring setup
  • Team training & documentation
  • Hypercare phase
06

Step 6 — Optimisation & scaling (ongoing)

After launch we optimise continuously and scale the solution as needed.

  • Performance monitoring
  • Model retraining
  • Feature extensions
  • Scaling measures
Use cases04

Use cases from practice

Our solutions for B2B companies in Germany cover numerous industries and use cases. Here are a few examples:

01

Features for SaaS platforms

Tailored integration into SaaS products: intelligent recommendation systems, automated content generation, predictive analytics dashboards and AI-powered search.

  • Result: +40% user engagement, higher retention
02

Voice agents in customer service

Automated customer interaction around the clock, with a natural conversation flow and seamless handover to human staff.

  • Result: 60% of requests automated, 35% cost saving
03

Personalisation & demand forecasting

AI-powered product recommendations, dynamic pricing and demand forecasts for optimised inventory.

  • Result: +25% conversion rate, -20% excess stock
04

Risk assessment & compliance automation

Models for credit risk scoring, fraud detection and automated compliance checks.

  • Result: 80% faster risk assessment, higher detection rate
05

Route optimisation & predictive maintenance

Route planning, predictive maintenance and real-time supply chain optimisation.

  • Result: -15% transport costs, 30% fewer unplanned outages
06

Document analysis & clinical decision support

AI-powered evaluation of medical documents, patient data analysis and support for clinical decisions.

  • Result: 50% faster document processing
Technologies05

Technologies we use for the implementation

For custom software development we use modern technologies that fit the requirements of each project. Our goal is not to use a particular framework at any price, but to choose a stable, scalable and maintainable technical foundation.

01

Frontend

React, Next.js, Vue.js, Webflow, Framer

02

Backend

Node.js, Python (FastAPI, Django), PHP (Laravel)

03

ML frameworks

PostgreSQL, MySQL, ML frameworks, Supabase

04

Integration

REST APIs, GraphQL, Webhooks, Kafka, RabbitMQ

05

LLMs & foundation models

OpenAI GPT-4o, Anthropic Claude, Meta Llama, Mistral, Google Gemini

06

Low-code

Webflow, Bubble, Adalo, AppGyver

Not sure which stack fits your project? In the free product discovery we recommend the optimal technology combination — matched to your budget, your scaling goals and your internal team.

Why Xmethod06

Why xmethod as your partner for AI implementation?

01

Specialised in B2B

Compliance, data protection and complex integration scenarios for the German B2B market.

02

End-to-end delivery

From strategy consulting through development to ongoing operations.

03

Experience with SaaS products

AI features integrated seamlessly into existing SaaS platforms.

04

GDPR compliance

All AI solutions built GDPR-compliant from the start.

05

Agile way of working

Transparent communication and regular demos — you keep the overview.

06

Fast time to value

Proven frameworks and reusable modules — first results in weeks.

Case Studies07

Our Projects

CalMePlease
GermanyHealth & Nutrition

CalMePlease

AI-powered nutrition app with flexible meal logging, personal goals and progress tracking.

  • Five meal-logging methods
  • Personalized AI feedback
SportsForce
USASport

SportsForce

Mobile Tinder for sports recruiting: a FlutterFlow app with custom swipe widget, matching, ranking and Supabase backend.

  • Mobile recruiting app on FlutterFlow
  • University-level matching, no Google Maps
Life Algorithm
GermanyFitness

Life Algorithm

Fitness app with guided workouts, personalized training plans and muscle recovery tracking.

  • Guided real-time workouts
  • Muscle recovery & statistics
Wellup
GermanyWellbeing

Wellup

Wellness app for training and nutrition routines with a focus on motivation and daily habits.

  • Habits & routines in one place
  • Motivation through clear goals
Caster Wizard
SwitzerlandIndustry

Caster Wizard

Monitoring and control system for steel plants: incident reports and expert feedback through an admin panel.

  • Real-time steel plant monitoring
  • Incident reports via admin panel
Breakletics HIIT the Beat
GermanyFitness

Breakletics HIIT the Beat

Fitness app that combines high-intensity interval training with breakdance moves.

  • HIIT meets breakdance
  • Community fitness app
Empathia
GermanyHealthcare

Empathia

Mobile caregiving platform for care requests, jobs, company and caregiver profiles, training and direct communication.

  • Role-based caregiving ecosystem
  • Requests, jobs and direct communication
Fokus Nachhilfe
SwitzerlandEdTech

Fokus Nachhilfe

Responsive web platform for assignments, lesson planning and progress, with contracts and payments organised for administration.

  • Tutor portal for assignments and lessons
  • Administration for contracts and payments
Miera
USAEdTech

Miera

Learning app for students with task planning, streaks and badges to keep daily practice motivating.

  • Streaks & badges for motivation
  • Task & lesson planning
Players for Good
GermanySport

Players for Good

Sports and donation app: basketball fans turn their performance into “Good Energy” for nonprofit clubs.

  • Gamified donation campaigns
  • Clubs & community focus
SAP Partner Summit
GermanySaaS

SAP Partner Summit

Event networking app with NFC and QR scanning for fast contact exchange at SAP events.

  • NFC & QR contact exchange
  • Networking for SAP events
CPD
GermanyAgency Operations

CPD

ERP system for agency work records, contributor payouts and project finance.

  • n8n data synchronization
  • Project and portfolio finance
Kissmet
GermanySocial

Kissmet

Local dating app with values-based matching, requests, chat and a Next.js waitlist landing page.

  • Values-based matching
  • Nearby discovery & mutual requests
Nearby Spots
GermanyLifestyle

Nearby Spots

Motorcycle community app with rider profiles, personal garages, shared content, push notifications and RevenueCat subscriptions.

  • Push notifications
  • RevenueCat subscription paywall
RaedHealth
Saudi ArabiaHealthcare

RaedHealth

Premium HealthTech app for Saudi patients: Arabic RTL experience, English dietitian panel, and Zoho CRM, WhatsApp and payment integrations.

  • Arabic RTL + English LTR in one app
  • Zoho CRM, WhatsApp & payment integrations
FESCO
GermanyLogistics

FESCO

Mobile app for truck drivers in container transport: track trips, capture container and seal data, keep vehicles and licence details in the profile.

  • Trips with terminal, unloading and depot status
  • Container & seal data captured in the app
Fundora
GermanyFinTech

Fundora

Web investment platform: balance, investments and returns in one dashboard, plus a primary and secondary market, deposits and withdrawals.

  • Primary & secondary investment market
  • Auto-invest, bonuses & referral programme
Grow Bank
SwitzerlandFinTech

Grow Bank

Mobile finance app: accounts, cards and invoices, a crypto portfolio with statistics and an overview of the user's partner network.

  • Accounts, cards & invoices in one app
  • Crypto portfolio & partner network
Team12

Our Team

Viktorija Kanepe

Viktorija Kanepe

Founder of Xmethod

With 15 years of experience in sales within the digital economy, I bring deep expertise in product strategy development.

Sales & partnershipsProduct strategyMarathon & Ironman
Testimonials13

Our Reviews

Rated 4.97/5from over 50 reviews.

“Their ability to balance technical expertise with client-focused collaboration made them an outstanding partner.”

Xmethod delivered a high-quality app that met all requirements and expectations. They adhered to deadlines, communicated efficiently, and maintained a proactive and solutions-oriented approach. The team was responsive, attentive, and committed to delivering a functional and user-friendly app.

✕
Breakletics GmbH

Peter Sowinski

Project Lead · Breakletics GmbH

“Xmethod’s project management was collaborative and generally well-organized.”

Xmethod delivered a fully functional app that was launched and began testing with real users. The team provided a collaborative and well-organized process. They were flexible in working through changes and committed to delivering a polished product. Their technical expertise was impressive.

✕
Mi-Era

Renee Kretz

Founder · Mi-Era

“They did the homework on our niche before building anything, and the process was clear the whole way through.”

Thanks to Xmethod's work, the client reduced their contact processing time from over a week to just a day. The solution also improved the client's contact follow-up rate. Xmethod was a communicative, punctual, and proactive partner. Their automation expertise and industry research stood out.

✕
8Blocks

Alexander Fursa

CBDO · 8Blocks

“The price-to-quality ratio was impressive.”

Xmethod's website design received positive feedback from users, achieving the desired 'wow' effect. Moreover, the team demonstrated excellent project management and effective communication via Telegram. Overall, the team's impressive price-to-quality ratio makes them a valuable partner.

✕
Gaff Agency

Fedor Menshenin

CEO · Gaff Agency

“We've been impressed with Xmethod's great culture.”

Xmethod's work has improved the app's performance and user satisfaction. The team's project management approach has been great, and they've primarily communicated with the client through virtual meetings throughout the engagement. Moreover, Xmethod's culture has been impressive.

✕

Anonymous

Executive · Karakhan

“Everything was handled very well from start to finish.”

Xmethod's work was well-received by the client's end users, with over 90% of active clients moving to the app within the first six months after launch. The team managed the project very well, consistently met deadlines, and communicated clearly throughout. They were responsive to the client's needs.

✕

Anonymous

Executive · Woodland Invest

“They really can tailor the right solution specifically for your product and goals.”

Xmethod redesigned and restructured the platform, improving its functionality. The team transformed the platform into a more structured, multi-role product with an AI-LLM-assisted support experience. The team delivered on time and communicated well. Their tailored solutions were impressive.

✕

Slava Parno

Founder · New Velocity Ventures, LLC

“All deadlines were met.”

Xmethod's work improved the client's efficiency and capacity to interact with clients by 50%. The team met all deadlines and was highly available, flexible, and responsive. Xmethod's involvement in the process was impressive. They communicated via in-person and virtual meetings and emails.

✕

Anonymous

Consultant · Steel Plant Consultancy

“I was most impressed by their FlutterFlow expertise, technical knowledge, and responsiveness.”

Xmethod successfully completed the key development tasks, making the app more stable and ready for production. Xmethod managed the project professionally and maintained clear communication throughout the process. They were reliable, organized, and supportive from start to finish.

✕
Information technology company

Ümit Olgun

Founder & Owner · Information technology company

“They consistently went above and beyond to ensure the project’s success.”

Xmethod delivered the product on time, and the client saw increased revenue. There was also a significant reduction in manual labor, and the client’s user engagement improved. The team’s project management approach was exemplary, and their proactive approach and expertise were truly commendable.

✕

Misha Kourtalidis

Project Manager · IT Services Company

“The team was professional and to the point. They met my needs, and we found a common language very quickly.”

Xmethod helped the client boost their site's ranking on Google, increase service requests, and receive positive customer reviews. Their team listened carefully to the client's needs, enabling them to provide sound feedback and custom solutions. They also communicated well via virtual meetings.

✕

Tania

CEO · Italea

“The project management was top-notch, and all tasks were completed within the acceptable timeline.”

Xmethod completed the development of a full-fledged MVP in two months. The client appreciated how the vendor discussed the results at the end of each sprint and made modifications as needed. They also lauded the vendor's work speed, politeness, timely delivery, and top-notch project management.

✕
SoulFlicker

Triin Tsorits

Founder · SoulFlicker

FAQ15

Frequently Asked Questions

Trusted by 50+ founders

Contact16

Let’s discuss your project

Free and non-binding — book a slot straight away or drop us a message.

Dennis Polevik

Dennis Polevik

CEO

What happens next?

  • Reply within 1 business day
  • Short call on your goals
  • Clear proposal, no obligation

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