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Generative and Agentic AI Delivered by a certified Microsoft partner

AI that takes action,
not just answers questions.

Armely designs and deploys generative AI and autonomous agent solutions on the Microsoft platform, grounded in your business data, governed to your compliance requirements, and built to run in production, not just a demo.

Book a Free Assessment See What We Do
Understanding the Landscape

From assistants to autonomous agents. Where does your business need AI?

AI capability exists on a spectrum. Most organizations start at the assistive end and move toward automation as confidence and governance mature. Armely helps you identify where to start and how to progress deliberately rather than reactively.

01
Assistive AI
AI that helps individuals work faster. Microsoft 365 Copilot drafting emails, summarizing meetings, and generating first drafts. Triggered by a human, reviewed before use.
02
Generative AI Applications
Custom applications that generate content, answers, or analysis from your business data. Internal knowledge assistants, document summarization tools, and customer-facing chatbots grounded in your own systems.
03
Agentic AI Workflows
AI agents that pursue a goal autonomously across multiple steps, tools, and systems without a human in the loop for each action. Case triage, order processing, and onboarding workflows executed end to end.
04
Multi-Agent Orchestration
Networks of specialized agents that coordinate to complete complex business processes. One agent researches, one drafts, one reviews, one routes, each within defined guardrails and audit trails.
Microsoft AI Stack
Build Tools
Copilot StudioAzure AI FoundryGitHub CopilotAgent Builder
↕
AI Models and Data
Azure OpenAI (GPT)Microsoft PhiAzure AI SearchDataverseSharePointSQL Server
↕
Governance and Safety
Microsoft PurviewEntra IDDLP PoliciesAudit LogsResponsible AI Controls
A Word on AI-Assisted Development

The prototype is not the product.

AI-assisted development can produce a working prototype in hours. The problem is that a prototype built without security review, governed data access, or a maintainable architecture is not ready for production, and most organizations discover this the hard way.

Where AI-Assisted Development Breaks Down in Production
Common issues Armely is brought in to resolve
Security Vulnerabilities
AI-generated code passes basic functional tests but fails security review. Improper input validation, over-permissive access roles, and hardcoded credentials are common patterns that reach production undetected.
Ungoverned Data Access
Agents built without proper permission scoping expose content that users should not see. A customer-facing agent answering from an unscopeable knowledge base is a data governance incident waiting to happen.
No Maintainable Architecture
Prototype code accepted without review accumulates technical debt rapidly. When the business need evolves or the underlying model changes, there is no structured codebase to update.
No Audit Trail
Regulated industries require documentation of what an AI system did and why. Agents deployed without audit logging cannot satisfy compliance requirements when they are audited.
The Armely Approach
We treat AI-assisted development as a starting point, not a finishing line. Where your team or ours uses AI tools to accelerate building, we apply the security review, governance configuration, architecture standards, and testing discipline that turns a fast prototype into a production-grade solution your business can rely on.
What That Means in Practice
Every AI solution Armely deploys includes defined permission scoping so agents only see what they should, sensitivity label enforcement through Microsoft Purview, audit logging for compliance, a documented architecture that survives a model or platform change, and a governance framework that scales as new agents are added.
Already Have a Prototype?
If your team has already built an AI agent or generative AI application and you are not confident it is production-ready, Armely can conduct an AI readiness review, identify gaps, and either remediate the existing solution or rebuild it on a governed foundation.
What Armely Delivers

AI solutions designed for your business, built for production.

Every Armely AI engagement starts with a use case that has a clear business outcome, not a technology looking for a problem.

AI Use Case Assessment
We work with your leadership and operations teams to identify, prioritize, and scope AI use cases based on business value, data availability, and implementation complexity.
Custom AI Agents
We design and build AI agents using Copilot Studio and Azure AI Foundry that answer questions, retrieve information, trigger workflows, and complete tasks, grounded in your data sources.
Document Intelligence
We build generative AI solutions that read, classify, extract, and summarize documents at scale, including contracts, invoices, clinical notes, and compliance filings.
Agentic Process Automation
We design and deploy autonomous agent workflows that handle multi-step business processes end to end, with human review gates where the business requires them.
AI Governance and Security
We implement the governance layer that every AI deployment requires: permission scoping, sensitivity label enforcement, DLP policies, audit logging, and responsible AI controls.
AI Readiness Review
For organizations that have already deployed AI solutions and are unsure whether they are production-ready, we conduct a structured review with a remediation plan where gaps exist.
The Armely AI Journey

From identified use case to governed production deployment.

AI projects fail most often because use cases are selected without clear success criteria, or because governance is treated as a post-launch concern.

01
Use Case Discovery
We identify and prioritize AI opportunities based on business value, data readiness, and implementation risk. You leave with a ranked list, not a blank canvas.
Free
02
Data and Governance Design
We map your data sources, design the permission and governance model, and confirm the Microsoft platform tools required before any build begins.
Week 1
03
Build and Test
We build the agent or application, test it against real data with realistic user scenarios, and apply security and governance controls throughout.
Weeks 2-5
04
Pilot and Validate
A controlled pilot with a defined user group validates business outcomes before broad deployment. We measure against the success criteria defined in discovery.
Week 6
05
Scale and Govern
Broader rollout with training, an agent registry, ongoing monitoring, and governance reviews as new AI solutions are added to your environment.
Ongoing
Common Engagements

The AI use cases delivering measurable value for organizations today.

These are the scenarios where generative and agentic AI is delivering clear, verifiable business outcomes.

Internal Knowledge Assistants
AI agents grounded in your SharePoint, policies, and documentation that answer employee questions accurately, with citations, in natural language.
Automated Case and Ticket Triage
Agents that read incoming service requests, classify them by type and urgency, extract relevant information, and route to the correct team or trigger an automated resolution.
Contract and Document Review
Generative AI that reads contracts, extracts key clauses, flags non-standard terms, and produces a structured summary for legal or procurement review.
Business Report Generation
Agents connected to your data sources that generate structured reports and narrative summaries on a schedule or on demand, populated with live figures.
Customer-Facing AI Assistants
Governed customer-facing agents deployed on your website or portal that answer product questions, check order status, handle routine service requests, and escalate when needed.
Multi-Step Agentic Workflows
End-to-end autonomous workflows where an agent receives a trigger, gathers information from multiple systems, takes action, and notifies stakeholders.
Client Results

Real outcomes for real organizations.

Armely has delivered Microsoft platform and AI solutions for healthcare providers, school districts, energy operators, professional services firms, government agencies, and non-profit organizations.

Healthcare

Swope Health Services and UNMC: data platform and clinical workflow modernization on Microsoft Azure.

Education

Plano ISD: Microsoft 365 governance, SharePoint, and Power Platform implementations across district operations.

Energy

Oil and gas operators: OpenInvoice visibility and AP workflow automation through Invoice Lens.

Professional Services

Consulting and legal firms: Dynamics 365, Power Automate approval workflows, and AI knowledge agents.

Government

State and local agencies: Microsoft 365 Government deployment and compliance configuration.

Non-Profit

Social services organizations: Microsoft 365 optimization, Power BI grant reporting, and SharePoint governance.

Read Client Stories on armely.com
Why Armely

AI implementation requires more than AI enthusiasm.

The organizations that get the most from AI are those that treat it as a governed business capability rather than an experiment.

  • Microsoft AI Platform Certified
    Our team holds certifications in Copilot Studio, Azure AI Foundry, and Microsoft 365, with production delivery experience building AI agents across healthcare, education, and enterprise.
  • Governance Is Not Optional for Us Either
    Every solution Armely deploys includes Microsoft Purview integration, permission scoping, audit logging, and a documented governance framework.
  • Your Data Stays in Your Environment
    We build on the Microsoft AI stack because it processes your data inside your Microsoft 365 tenant with your existing security controls applied.
  • Measured Against Business Outcomes
    We define success criteria before we build, not after. Every AI engagement includes a measurement framework so you can demonstrate value with verifiable evidence.
Microsoft Authorized Partner

Armely's Microsoft partnership gives us access to Azure AI Foundry technical resources, Copilot Studio enterprise support, and early access to new AI capabilities before they reach general availability.

1.3B
AI agents projected to be in production globally by 2028 (IDC)
41%
of all code written today is AI-assisted (GitHub, 2026)
35%
of enterprise development teams already using AI-assisted coding tools (JetBrains, 2026)
0
AI solutions Armely deploys without a defined governance and audit framework
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Tell us what you want AI to do for your business.

Book a free 30-minute AI assessment. We will review your current environment, identify the highest-value AI opportunities, and come back with a prioritized roadmap at no obligation.

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Recommendation and partner pricing included
Response within one business day
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We Value Your Privacy

We use cookies to enhance your browsing experience, serve personalized content, and analyze our traffic. By clicking "Accept All", you consent to our use of cookies, see our privacy policy. You can manage your preferences by clicking "customize".