01
Business & Solution Architecture
Analyse the operating process, customer journey, roles, information flows and management needs before deciding what should be built.
- Process discovery
- Target workflow
- Data architecture
AI-powered business systems · Maastricht, Netherlands
Turn fragmented processes, data and tools into reliable AI‑powered business systems.
CloudStaff AI combines business-process analysis, solution architecture and hands-on delivery to automate workflows, connect systems and turn AI initiatives into reliable production-ready business solutions.
Founder-led by Pavel Golovlev, AI Solution & Business Systems Architect.
For SMEs and mid-market teamsFor consultancies and MSPsDirect projects · Specialist delivery · Partnerships
Where CloudStaff AI creates value
When the business process no longer fits the existing toolset
Growth often adds more systems, spreadsheets, manual checks and handovers. The result is not only inefficiency: data, responsibilities, exceptions and customer outcomes become harder to control.
01
Manual handovers
Information is copied between CRM, email, spreadsheets, portals and external services, creating delays and avoidable errors.
02
Fragmented operational data
Statuses, customer records, documents and process history become incomplete, duplicated or difficult to reconcile.
03
AI without process context
AI experiments remain disconnected from actual workflows, roles, permissions, approved knowledge and business data.
04
Limited operational control
Systems lack reliable exception handling, logs, monitoring, end-to-end testing and documentation for daily operation.
What CloudStaff AI builds
One manageable system around the way the business actually works
The objective is not to add another disconnected tool. CloudStaff AI connects processes, data, people and systems into an operable environment with clear ownership and production controls.
02
Process Automation
Replace repeated manual steps with traceable workflows, statuses, rules, tasks, notifications and controlled exceptions.
- Workflow logic
- Approvals
- Notifications
03
CRM & API Integrations
Connect CRM, payments, email, portals and external services through APIs, webhooks and reliable data synchronisation.
- REST APIs
- Webhooks
- Data synchronisation
04
AI Knowledge & RAG Solutions
Give teams grounded access to approved organisational knowledge, with retrieval controls, fallback behaviour, logging and quality review.
- Ingestion
- Hybrid retrieval
- Grounding
05
Digital Platforms & Portals
Build customer, partner and employee environments with authentication, role-based access, workflows, payments, data and analytics.
- PostgreSQL / Supabase
- Auth & RLS
- Portals
06
Production Delivery & Operational Control
Deploy, monitor, test and document the system so it remains operational, maintainable and transferable after launch — including a practical technical passport.
- Docker / VPS
- Monitoring
- E2E testing
Selected delivery evidence
Evidence across automation, AI knowledge systems and digital platforms
Each case focuses on the complete chain: business problem, architecture, implementation, integration, operational control and verified result.
Selected evidence from Pavel Golovlev’s prior client delivery, founder-led implementations and clearly labelled presentation environments.
How delivery works
From operating problem to production-ready system
The work starts with the real process and ends with an operable system, not only a roadmap, prototype or interface.
- 01
Diagnose
Understand the process, roles, systems, data, customer journey and current bottlenecks.
- 02
Design the target model
Define the target workflow, responsibilities, information model and expected business outcome.
- 03
Architect
Design the platform, data, integrations, AI components, security boundaries and operating model.
- 04
Build & integrate
Implement the core workflow, interfaces, backend logic, APIs, automation and knowledge components.
- 05
Deploy & verify
Release into a controlled environment and test the complete end-to-end business flow, including exceptions.
- 06
Operate & improve
Add monitoring, alerts, documentation, recovery guidance and a practical improvement roadmap.
PrincipleDelivery is considered complete only when the system works across the full business chain and can be monitored, maintained and transferred.
- Based in Maastricht, Netherlands
- Business analysis + solution architecture
- Hands-on implementation and integration
- Production deployment, testing and documentation
Founder-led delivery
Architecture and implementation under one responsibility
Pavel Golovlev is the founder of CloudStaff AI and an AI Solution & Business Systems Architect based in Maastricht. He works at the intersection of business-process analysis, solution architecture and hands-on technical delivery.
He takes systems from architecture through production: integrations, knowledge components, deployment, monitoring, testing and documentation — under one ownership.
CloudStaff AI is structured for direct projects, specialist freelance and interim delivery, subcontracting and delivery partnerships.
Professional working language: English. Dutch-language website content and prepared written communication are available; complex workshops and architecture discussions are currently conducted primarily in English.
Maastricht, Netherlands
Ways to work together
Flexible delivery for companies, intermediaries and IT partners
Direct projects
Defined projects, production pilots and complete workflow implementations for SMEs and specialist organisations.
Best fit: a clear operating problem, several disconnected systems or a workflow that needs end-to-end ownership.
Discuss a direct projectSpecialist delivery
Freelance or interim contribution where solution architecture and hands-on implementation are both required.
Best fit: a defined workstream in architecture, automation, integration, RAG or application productionisation.
Discuss a specialist workstreamPartnerships
Subcontracting, white-label delivery and specialist co-sourcing for consultancies, CRM integrators and managed-service providers.
Best fit: an existing client relationship that needs application-level AI, integration or custom business-system capacity.
Explore a delivery partnershipStart with the real process
Where is the workflow breaking down?
Briefly describe the current process, the systems involved and the result you want to achieve. Pavel will review the enquiry and respond directly.
- Direct project, specialist assignment or partnership
- English-language calls and workshops
- Based in Maastricht; remote and hybrid delivery
Prefer email? Contact Pavel at pavel@golovlev.io
Maastricht, Netherlands