Agentic AI
Multi-agent systems that plan, call tools, follow your business rules and hand off to people when confidence is low.
- Agent orchestration and tool calling
- Approval, escalation and audit trails
- Integration through APIs and Power Automate
Enterprise AI & automation partner
Put AI agents to work on your busiest processes
Varkson designs and builds agentic AI, document intelligence and Azure-native applications that take manual work off your teams, with humans in control of every decision that matters.
Azure AI FoundryPower Platform
DataverseMCPPrivate & local AIHuman-in-the-loop
agent-pipeline / invoice-intake
Document receivedEmail, upload or portal, any format
RECEIVEDIntelligent extractionFields, tables and line items read by AI
EXTRACTINGAgent validationRules, vendor and PO matching, anomaly checks
VALIDATINGHuman reviewOnly exceptions reach your team
IN REVIEWSystem of record updatedPosted to ERP, Dataverse or SharePoint
POSTED
AI solutions
Core AI capabilities, one connected platform
We combine autonomous agents, document understanding and the Microsoft cloud stack you already own, so AI lands inside your real workflows rather than in a demo.
Document intelligence
Turn invoices, contracts, forms and emails into clean, validated data that flows straight into your systems.
- Extraction from PDFs, scans and email
- Validation against vendors, POs and policies
- Confidence scoring and review queues
Azure AI & Power Platform
Enterprise-grade AI apps built on Azure AI Foundry, Power Apps and Dataverse, secured by your own tenant.
- Custom copilots and internal chatbots
- Power Apps, Code Apps and Dataverse
- Role-based security and governance
Document intelligence
From unstructured paperwork to structured, trusted data
Accounts payable, legal, HR and operations still run on documents. We build pipelines that read them, check them and route them, so your people focus on exceptions and decisions.
- Extract header fields, tables and line items with high accuracy.
- Validate against master data, purchase orders and business rules.
- Review only what the AI is unsure about, with side-by-side source view.
- Post to ERP, Dataverse, SharePoint or any system with an API.
INVOICE #INV-10482
Vendor: Sample Supplies Co.
Date: 2026-09-12
PO: 4500017731
------------------------
Line 1 . . . . . 1,200.00
Line 2 . . . . . . 340.50
Total . . . . . 1,540.50
Vendor: Sample Supplies Co.
Date: 2026-09-12
PO: 4500017731
------------------------
Line 1 . . . . . 1,200.00
Line 2 . . . . . . 340.50
Total . . . . . 1,540.50
{
"vendor": "Sample Supplies Co.",
"invoice": "INV-10482",
"po": "4500017731",
"total": 1540.50,
"po_match": true,
"confidence": 0.98
}
"vendor": "Sample Supplies Co.",
"invoice": "INV-10482",
"po": "4500017731",
"total": 1540.50,
"po_match": true,
"confidence": 0.98
}
MCP & private AI
Connect AI to your systems. Keep your data where it belongs.
Two capabilities that decide whether enterprise AI is actually usable: secure access to your tools and data, and full control over where models run.
MCP integrations
We build Model Context Protocol servers that give AI agents governed access to your applications, data and workflows, so every assistant uses the same secure, reusable connectors.
- Custom MCP servers for SAP, SharePoint, Dataverse, databases and internal APIs
- Per-user permissions, scoped tools and full audit logging
- Works with Claude, Copilot Studio, Azure AI Foundry and custom agents
Local & private AI deployment
Run language models where your policies require: on-premises, in a private cloud or inside your Azure network. Sensitive documents and prompts never leave your boundary.
- Open-weight models on your own GPU servers or Azure Local
- Private RAG over internal knowledge, with no data sent to third parties
- Air-gapped and regulated-environment designs, with model evaluation and monitoring
Use cases
Where AI pays off fastest
Illustrative solutions we design and deliver. Each is scoped to your data, systems and controls.
Invoice and AP automation
Capture, match and post supplier invoices with exception-only review.
Internal AI assistants
Secure chatbots grounded in your policies, knowledge base and Dataverse data.
Workflow orchestration
Agents that coordinate approvals, notifications and system updates end to end.
Enterprise integration
Connect SAP, SharePoint and line-of-business apps through APIs, Integration Suite and MCP.
How we work
From idea to production in four steps
Discover
Map the process, the data and the risks. Pick the use case with the clearest return.
Prototype
A working proof on your own documents and systems in weeks, not quarters.
Build & secure
Production engineering with role-based access, logging and human approval points.
Operate & improve
Monitor accuracy, tune prompts and rules, and extend to the next process.
Foundation services
The engineering behind the AI
Successful AI needs solid data, applications, security and cloud. Since 2018 we have delivered the full stack.
Digital Transformation Consulting
Strategy and roadmaps that connect technology investment to business outcomes.
Business Intelligence & Analytics
Dashboards and data models that give leaders one trusted view.
App Development
Custom web, mobile and Power Platform applications.
SharePoint Development
Modern intranets, portals and workflows, built and maintained.
User Experience Design
Interfaces people actually enjoy using, tested with real users.
SIAM
Service integration and management across multi-vendor IT environments.
Cyber Security
Assessment, hardening and monitoring to protect data and AI workloads.
Application Packaging
Reliable packaging and deployment for enterprise desktops.
Cloud Migration
Move workloads to Azure safely, with minimal disruption.
Why Varkson
Practical AI, built to be trusted
We focus on AI that survives contact with real enterprise environments: governed, explainable and integrated.
- Microsoft-native. Azure, Power Platform and Dataverse, inside your tenant and your controls.
- Human in the loop. Confidence thresholds, approvals and full audit trails on every automated decision.
- Secure by design. Role-based access, data residency awareness and least-privilege integrations.
- Delivery you can count on. A software and consulting partner since 2018.
Ready to see what AI can automate for you?
Tell us about a process that slows your team down. We will come back with an honest view of what is possible and what it would take.
Book a consultation →