AI Implementation
We build and deploy practical, enterprise-grade Agentic AI systems that don't just automate tasks—they own whole workflows. Elevate your day-to-day performance with AI you can actually trust.
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Beyond Automation: What We Implement
We design and deploy custom AI solutions across your core business functions. We move your business from passive tools to active, autonomous digital coworkers.
Operations & Agentic AI
- ✓Autonomous AI Agents: Self-correcting agents that handle multi-step workflows, cross-reference data across platforms, and make logic-based decisions.
- ✓Cognitive Infrastructure: Replacing rigid, easily broken API chains with flexible, LLM-driven reasoning paths.
Sales & Revenue Operations
- ✓Hyper-Personalized Proposals: Generative scoping documents tailored to client history and RFPs.
- ✓Intelligent Lead Routing & Scoring: AI agents that analyze intent, enrich data instantly, and assign leads.
- ✓Context-Aware Follow-ups: Multi-channel sequences that adapt dynamically based on prospect replies.
Marketing & Growth
- ✓Multi-Channel Campaign Setup: Turn a single brief into targeted ad sets, landing page variants, and tracking codes.
- ✓Real-time Audience Sync: AI that monitors audience behavior and adjusts segments across Meta, Google, and LinkedIn automatically.
- ✓Predictive Attribution & Reporting: Moving past basic dashboards to AI that tells you why a campaign worked and what to budget next.
Content & Localization
- ✓Scale-Ready Generation: High-ranking SEO blogs, technical whitepapers, and bulk product descriptions optimized for brand voice.
- ✓Contextual Translation & Localization: Cultural and industry-specific adaptation, moving way beyond literal Google Translate.
People & Culture (HR)
- ✓Frictionless Onboarding Flows: Automated, personalized learning paths and document verification for new hires.
- ✓Instant Knowledge Access: Internal AI semantic search that answers compliance, policy, and training questions instantly from your company wiki.
AI Implementation: Our 4-Step Ecosystem Blueprint
We turn fragmented, manual operations into a single, intelligent ecosystem. No tool overload. No unnecessary complexity.
- 01
Audit & Operations Mapping
We shadow your team to find the high-friction, low-leverage tasks. We don't implement AI for the sake of it—we target the bottlenecks holding back your scale.
- 02
Agentic Architecture & Prompt Engineering
We build the logic. We design custom AI agents, fine-tune models on your proprietary data, and establish guardrails to ensure 99.9% accuracy and brand alignment.
- 03
Native Integration (One Smooth Ecosystem)
We hook AI directly into your existing tech stack (Slack, HubSpot, Salesforce, Notion, Custom Databases). Your data flows seamlessly without adding yet another dashboard your team has to log into.
- 04
Guardrails & Optimization
AI learns and evolves. We implement rigorous human-in-the-loop (HITL) checkpoints and performance monitoring to ensure your systems get smarter every single day.
Before vs After
Frequently Asked Questions
How long does AI implementation take for an e-commerce business?
Most AI automation implementations take 4-12 weeks from kickoff to production deployment. Quick-win modules (automated reporting, content pipelines) can ship in 2 weeks. Full marketing automation across multiple channels typically takes 8-12 weeks. Average outcome at 90 days: 50% cost reduction on automated processes, 3x output increase.
What ROI can I expect from AI automation?
Based on client data: typical cost reduction of 50% on automated processes, 3x increase in content and reporting output, and 20%+ improvement in profit margin (CM2) through better budget allocation. ROI is typically achieved within 90 days of deployment.
What AI tools do you use for production deployments?
Modern AI stack tailored to business needs, not vendor preference: Claude (Anthropic) for LLM tasks, Make.com and n8n for workflow orchestration, MCP servers for tool integration, Google Cloud or Vercel for infrastructure, custom Python where needed. We integrate with your existing CRM/ERP/martech stack rather than forcing replatform.
Do you build agents or just connect SaaS tools?
Both — but the differentiator is custom AI agents with human-in-the-loop (HITL) checkpoints. Standard automations (Zapier-style) work for simple workflows. For revenue-critical processes (lead scoring, content QA, customer service triage) we build agents that reason, escalate, and learn from feedback.
Is AI implementation GDPR and EU AI Act compliant?
All implementations are designed GDPR-compliant and EU AI Act-ready from day one. We include compliance assessment as part of every deployment, covering data residency, consent management, transparency requirements, and risk classification under the AI Act. For deep compliance work we leverage the AI and Shine platform.
What's the smallest engagement you take?
Audit-only engagements start at €5K (2-4 weeks). Quick-win implementations from €15K (2-4 week pilot). Full marketing automation €25-80K depending on scope. Retainer advisory from €3K/month. We don't take engagements where AI cannot deliver clear ROI within 90 days.