What we automate
CEOs think in processes, not models — here is where we start most European pilots.
Outcomes
4–8 weeks to pilot
Scoped automation on one high-volume workflow with clear KPIs — not a year-long platform project.
No rip-and-replace
Connect AI to the systems you already use — CRM, ERP, ticketing, and document stores.
Safe AI deployment
Human oversight built in — logging, escalation paths, and iteration after go-live.
How it works in production
Architecture you can explain to your board
Document pipeline
Typical path for invoices, KYC packs, and customs forms.
CRM / Inbox
Sources
OCR
Extract
LLM
Validate
ERP
Post
Analytics
Monitor
Concept · production-style UI
What your operators see after go-live
ROI and volume at a glance
- ·Invoices processed today
- ·Exception queue: 12
- ·Estimated hours saved: 34
Illustrative UI — tailored to your stack on delivery.
Proof
Automation that shipped in production
Document pipelines, support agents, and workflow automation — with metrics from live European deployments.
Logistics
60% of support tickets auto-resolved
Agent went live in 3 weeks and resolved the majority of tier-1 tickets.
SaaS
FAQ-grounded AI chatbot — ~60% first-line deflection with one-script embed
Approximately 60% first-line deflection on typical sales and support questions (estimated); one-script website embed in about one day; 170+ FAQ items across three languages with audit-ready LLM usage per organization.
How we work
Pilot → production in three phases
One accountable team from discovery to go-live — no handoff to a separate support vendor.
- 1
Discovery
1–2 weeks
Map one high-volume workflow, agree KPIs, inventory systems, and define escalation rules before any build.
- 2
Pilot
4–8 weeks
Ship agents or pipelines in staging, connect integrations, run UAT with your ops team, and tune guardrails.
- 3
Production & iterate
Ongoing
Go-live with monitoring, weekly metrics review, and a backlog for v2 — expand to the next workflow when ROI is proven.
What we deliver
End-to-end automation — not slide decks
- 01AI consulting & process mapping
- 02Custom AI agents & RAG systems
- 03Workflow automation (n8n, custom pipelines)
- 04CRM / ERP integration
- 05Production support & iteration
By industry
Sector playbooks with live metrics
Manufacturing, logistics, fintech, SaaS — follow the metric to a published case on the industries hub.
Learn before you buy
AI Automation playbook
- CEO / Operations →
ROI benchmarks, payback timelines, and how to scope a first automation workflow.
- How AI Engineers Work Alongside AI Agents →
How AI engineers work alongside agents in production — architecture and guardrails.
- Evaluating vendors →
Build vs buy vs partner — and what to demand before signing.
FAQ
Common questions about AI automation
Straight answers for European B2B buyers — no vendor fluff.
Automation first. Engineers when you need to scale.
Ship the pilot with our automation squad, then extend with dedicated AI and full-stack engineers in European time zones — same partner, no re-onboarding.
Dedicated Engineers →
30 minutes · No commitment
From idea to AI-powered delivery in weeks, not months.
Let's discuss how AI and engineering can accelerate your business.
Automation, engineers, or both — we'll recommend a clear path and respond within one business day.
Talk to an AI & Delivery Expert