Copilot Studio Advanced Agent
Sophisticated multi-agent AI system with complex integrations, custom models and enterprise capabilities. End-to-end automation of complex workflows at scale.
A robust multi-agent system built for enterprise complexity
Architecture design, multi-agent development, complex integrations, custom AI models, rigorous QA, beta deployment and complete technical handover.
Discovery & Architecture Design
Deep-dive into the complex use case. Design multi-agent orchestration, contextual memory, API integrations with ERP/CRM/external systems, custom model requirements and security blueprint.
Development & Integration
Build with Copilot Studio, Azure Bot Framework and Azure OpenAI. Multiple specialized agents with an orchestrator, complex integrations (Dynamics 365, SAP, SQL, external APIs), fine-tuned models and persistent context.
Rigorous QA & Security Testing
Load testing, prompt injection defense, data security validation, UAT with expert users and performance benchmarking — ensuring production-grade reliability
Beta Deployment & Production Launch
Controlled beta release for a user subset, final adjustments, then full production deployment with CI/CD pipelines, monitoring (Application Insights) and usage dashboards.
Technical Documentation
Comprehensive architecture documentation, commented source code, operation guides, monitoring procedures and parameter adjustment instructions.
Technical Workshops & Handover
In-depth workshops with the client’s IT team: system maintenance, parameter tuning, model updates and support escalation procedures. Integration with AI Center of Excellence if available.
Transformational impact on your business
End-to-End Automation
Quality & Consistency
Proprietary IP
Measurable Business Impact
Reusable Platform
Cross-Team Learning
What you receive
Practical, actionable outputs – not theoretical reports. Everything you need to make informed decisions and move forward with confidence.
Multi-Agent System
in Production
Advanced orchestrated agent system — e.g., Teams bot + web app + Azure backend — serving the defined enterprise use case at scale.
Source Code &
Configurations
All code (Azure Functions, PVA flows), trained models and Azure infrastructure configurations delivered in a repository — full ownership.
Complete Technical &
Operational Documentation
Architecture diagrams, API contracts, deployment guides, monitoring playbooks and operational runbooks for day-to-day management.
Growth Plan &
Future Roadmap
Modular expansion recommendations: new agents, additional skills and integrations that can be built on the same platform for continued ROI.
The Arquiconsult advantage
Experience with complex Microsoft projects. Deep familiarity with Azure AI Foundry, Bot Framework, Power Platform and Dynamics 365 — ensuring the best integrated solution possible.
AI + business logic balance. We know where to trust the LLM for flexibility and where to insert deterministic rules for compliance — avoiding both over-reliance and under-utilization of AI.
Software engineering discipline. Version control, unit tests, structured monitoring and CI/CD — ensuring the solution is sustainable long-term, not just a prototype.
Security & compliance built in. GDPR-compliant data handling, interaction logging for audit, content moderation and access controls — enterprise-ready from the start.
Value-oriented consulting. We continuously reassess whether planned features add value, suggest alternatives for low-ROI integrations and bring up improvement opportunities proactively.
