Practical AI Automation for European Businesses
Stacklyn builds AI automation for European teams that need useful results without treating privacy, governance, or operational control as an afterthought. We connect approved models to defined workflows—documents, internal knowledge, CRM, support, and reporting—then build the access controls, evaluation, and review paths your team needs before a system acts on real work.
Start with an operational result, then design the AI around it
The best first AI project is usually a narrow workflow with clear evidence and a measurable result: extract information from incoming documents, prepare a response from approved policies, route a customer request, or assemble a draft update in a CRM. We map the workflow, systems, data access, and exception path before choosing models or writing prompts. That gives teams something they can test with real examples and scale only when it proves reliable.
- Useful starting points
- Document intake, internal knowledge search, support triage, CRM updates, recurring reports, and human-reviewed customer communications
- Data delivery approach
- Client-approved data flows, least-privilege access, documented subprocessors where relevant, and customer-controlled accounts where practical
- AI Act readiness
- Clear AI disclosure where required, documented use case, evaluation evidence, human oversight, and traceable changes—not a generic compliance claim
- Working rhythm
- Agreed European-time overlap for planning and demos, with India-based engineering progress between decision windows
- Typical starting point
- Focused workflow automations start from $2,500; supervised AI agent pilots generally start from $6,000
Built to support a responsible European rollout
Defined purpose and owner
We document the task, intended users, approved data, outputs, and accountable business owner before an automation gets production access.
Human oversight by design
High-impact workflows can prepare work and surface evidence, while an authorised person reviews the action, correction, or escalation.
Privacy-aware system design
We minimise data sent to each service, identify processors and subprocessors with the client, and work within the client’s chosen data and hosting approach.
Evaluation and change control
Representative test cases, release criteria, output review, and a documented rollback path make the system measurable after launch.
Software We Build for Europe
AI Agents for Back-Office Work
Controlled agents that collect approved information, prepare a draft, and hand decisions to the person responsible.
AI Document Processing
Extract, validate, classify, and route invoices, forms, reports, and supplier documents into your existing systems.
Private Knowledge Assistants
Source-linked answers from approved SOPs, contracts, product documentation, and internal policies with access control.
CRM and Service Automation
Route leads, summarise conversations, create structured follow-ups, and handle repetitive support work with review gates.
AI Evaluation Harnesses
Repeatable tests for accuracy, source quality, escalation behaviour, and regressions when models or prompts change.
Workflow Integration
API and automation engineering across cloud storage, CRM, help desk, email, databases, and internal tools.
Working With Stacklyn From Europe
Workflow discovery
We establish the current process, data boundary, owner, risks, and a business measure before implementation.
Supervised pilot
The first release works with a review queue and visible feedback, giving users a safe way to validate it on real cases.
Weekly working demos
European stakeholders see a live product each week and decide the next priority from evidence, not status slides.
Handover and ownership
Your team receives code, configuration, test cases, documentation, and access in accounts you control where practical.
AI Automation Services for European Businesses — Frequently Asked Questions
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