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AI Consulting
That Delivers ROI

Cut support tickets by 70%. Boost conversions by 67%. Reduce hallucinations to near zero.

We build custom multi-agent systems, privacy-first GPTs, and RAG solutions using proven frameworks like LangGraph and CrewAI—not generic chatbot wrappers.

THE AI GAP:
CLOSE IT WITH US

71% of businesses use AI. Only 17% see meaningful EBIT impact. That's the AI gap—everyone's experimenting, but few are profiting. The difference? Proper engineering, not just prompt engineering.

We're not AI consultants who learned to code last quarter. We're software engineers who've spent a decade building production systems serving millions of users. We bring that same rigor—proper architecture, monitoring, testing, documentation—to every AI project.

Custom multi-agent systems. Privacy-first GPTs on your infrastructure. RAG solutions that eliminate hallucinations. All built on proven open-source frameworks, integrated with your existing workflows, delivering measurable ROI from day one.

Custom Multi-Agent Systems

Build AI teams that collaborate like human teams. Using frameworks like LangGraph, CrewAI, and AutoGen, we create role-based agents that negotiate, delegate, and coordinate complex workflows—from customer inquiries to data processing and automated decision-making.

Real-world impact: One e-commerce client automated 80% of customer support proactively, freeing their team for high-value conversations.

Perfect for businesses that need more than a single chatbot but less than a full data science team.

Privacy-First Internal GPTs

Your data stays yours. We deploy custom GPT instances on your infrastructure—on-premise or in your private cloud. Full GDPR compliance, zero data sharing with third parties, complete audit trails.

Cost savings: Mid-market clients save hundreds of thousands monthly by eliminating per-user SaaS fees while maintaining full control.

Train on proprietary knowledge without leaking to public AI models. SOC 2, ISO 27001 compatible.

RAG Systems (Retrieval-Augmented Generation)

Turn your documentation, knowledge bases, and archives into intelligent, searchable resources. Vector databases, hybrid search, and graph-aware retrieval mean your AI answers are grounded in your actual data—not hallucinated nonsense.

Proven accuracy: RAG reduces AI hallucinations to near-zero while cutting document search time from 20 minutes to 30 seconds.

The $40B RAG market isn't hype—it's businesses seeing real compliance and efficiency gains.

AI Bots & Assistants

From customer service to internal support, we build bots that understand context and deliver useful responses. Integrate with Slack, Teams, email, Shopify, Magento, or your custom platform.

Performance metrics: 70% resolution without human intervention, <15s response times, 30% boost in support team capacity.

Built for production reliability. These bots handle millions of conversations, not just demos.

Built for E-Commerce

Most AI consultants are generalists. We've spent over a decade building e-commerce platforms on Magento, Shopware, and custom solutions. We speak your language.

E-commerce AI use cases we've deployed:

  • Automated order status inquiries (70% resolution without human touch)
  • Inventory-aware product recommendations that actually increase AOV
  • Cart recovery automation with personalized messaging
  • Multilingual customer support (crucial for EU markets)
  • Returns/refund processing automation

Platform integrations:

  • Magento 2 (our specialty)
  • Shopware 6
  • Shopify
  • Salesforce Commerce Cloud
  • Custom headless architectures

The advantage: We understand your catalog structure, order workflows, and customer journeys. No learning curve—we hit the ground running.

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Why Choose run_as_root for AI?

We're not AI consultants who learned to code last quarter. We're software engineers who've been building production systems for over a decade—the kind that serve millions of users and never go down.

That means: proper architecture, robust error handling, comprehensive monitoring, automated testing, and documentation that doesn't suck. Your AI solution will be maintainable, scalable, and actually work when you need it.

No hype. No overselling. No vendor lock-in. Just solid engineering applied to AI, using open-source frameworks that give you control.

Start Small, Scale Smart

Week 1-2: Discovery
Deep dive into your business, workflows, and AI opportunities. No charge for qualified prospects.

Week 3-6: Fixed-Price Pilot
$5,000-$50,000 depending on scope. Build a proof-of-concept that proves ROI before full deployment.

Week 7+: Scale or Stop
Pilots that work, we scale. Pilots that don't, we part ways—no hard feelings, no long-term contracts.

Production Deployment:
Seamless integration, team training, comprehensive documentation, ongoing optimization.

The Promise: You'll see measurable value within 30 days, or we keep working until you do.

How We Work

1. Discovery & Strategy

Understand your business, identify high-value AI opportunities, design the architecture.

2. Agile Build & Test

Weekly demos, continuous feedback, real progress—not six-month waterfalls.

3. Deploy & Optimize

Production launch, team training, monitoring, and continuous improvement.

merchants

Support tickets crushing your team?
Customers demanding instant answers?
Ready for AI with measurable ROI?

Was ist dein Shop-Problem?