AI Agents & Business Automation

AI Agents: From Concept to Production

AI agents are not a future concept. They are available today through Microsoft Copilot Studio, Azure AI, Power Automate and a growing range of enterprise platforms, and they are already automating meaningful work in Australian organisations.

Evocate helps businesses implement AI agents and intelligent automation that actually work in production, handling real business processes, operating within your security boundaries, integrating with your existing systems, and delivering measurable time savings.

Service Desk and Support Agents

AI agents that handle first-line support requests, answer questions from your internal knowledge base, triage and route tickets, escalate complex issues, and follow up on open requests, reducing helpdesk load and improving response times. Built using Microsoft Copilot Studio or Azure Bot Service, integrated with your Microsoft Teams, SharePoint knowledge base, and ticketing systems.

Document Processing and Intelligence

Agents that can read, classify, extract, summarise and route documents: purchase orders, contracts, compliance submissions, client onboarding documents, incident reports and more. Connected to SharePoint, your line-of-business applications and workflow systems via Power Automate or Azure Logic Apps.

Onboarding and Offboarding Automation

Agents that coordinate the multi-system, multi-team process of staff onboarding and offboarding: provisioning accounts, assigning licences, triggering approvals, notifying stakeholders, and tracking completion across HR, IT and management systems. Integrates with Microsoft 365, Azure AD/Entra ID, HR platforms and your existing process tools.

Knowledge and Information Agents

AI agents that give staff fast, accurate access to your organisation’s internal knowledge: policies, procedures, project documentation, product information, compliance requirements and institutional knowledge that is currently locked in SharePoint, Teams and email. Built on Retrieval Augmented Generation (RAG) patterns using Azure AI Search and Azure OpenAI, connected to your SharePoint and document repositories.

Sales and Customer Support Agents

Agents that support your sales and customer-facing teams: qualifying leads, answering product questions, preparing briefings, summarising customer history and drafting follow-up communications.

Service Desk Agents

First-line support, ticket triage, knowledge base answers and escalation handling.

Document Intelligence

Classification, extraction, summarisation and routing of business documents.

Onboarding Automation

Multi-system coordination of staff onboarding and offboarding processes.

Knowledge Agents

RAG-based access to organisational knowledge across SharePoint and Teams.

Sales Support

Lead qualification, briefing preparation and customer communication assistance.

Agent Strategy and Use Case Identification

Evocate identifies where AI agents will deliver the highest impact in your organisation by mapping workflows, quantifying manual effort, and scoring candidates based on automation potential, data availability, and business value.

Workflow mapping and automation opportunity scoring
Use case prioritisation by ROI and complexity
Data source assessment and integration feasibility
Governance requirements and risk classification
Agent architecture and platform selection

Copilot Studio Agent Development

Evocate builds custom agents in Microsoft Copilot Studio that connect to your organisational data, line of business systems, and third party services. Agents handle multi step tasks with reasoning, escalation, and human in the loop controls.

Conversational agent design and prompt engineering
Knowledge base connection to SharePoint and external sources
Plugin development for line of business systems
Multi step orchestration with conditional logic
Testing, evaluation, and iterative improvement

Azure AI Agent Development

Evocate builds advanced agents on Azure AI Services for scenarios requiring custom models, complex reasoning chains, or integration with systems outside the Microsoft 365 ecosystem.

Azure OpenAI Service integration and orchestration
Retrieval Augmented Generation (RAG) architecture
Function calling and tool use configuration
Semantic Kernel and LangChain implementation
Custom model fine tuning for domain specific tasks

Agent Governance and Security

Evocate establishes governance frameworks that control what agents can access, what actions they can take, and how they escalate to humans when confidence is low or risk is high.

Data access controls and permission boundaries
Action approval workflows and human in the loop gates
Audit logging and conversation monitoring
Content filtering and responsible AI guardrails
Credential management and secret rotation

Agent Operations and Continuous Improvement

Evocate provides ongoing managed services for deployed agents including performance monitoring, conversation analytics, knowledge base maintenance, and iterative prompt refinement.

Conversation analytics and success rate tracking
Knowledge base refresh and accuracy maintenance
Prompt and response quality optimisation
Escalation pattern analysis and threshold tuning
New capability rollout as platforms evolve

Reduced Manual Work

Automate repetitive tasks and free staff to focus on higher-value activities.

Faster Response Times

24/7 agent availability for common requests and first-line support.

Consistent Processes

Standardised handling of routine workflows with clear escalation paths.

Scalable Capacity

Handle volume spikes without proportional staffing increases.

Engage

Identify high value agent use cases through workflow analysis, stakeholder interviews, and assessment of existing automation maturity.

Validate

Confirm feasibility by evaluating data sources, integration points, governance requirements, and expected user interaction patterns.

Optimise

Design agent architecture including knowledge bases, tool connections, escalation logic, and testing frameworks before building.

Launch

Deploy agents to pilot user groups with monitoring, feedback mechanisms, and human in the loop controls for edge cases.

Verify

Measure resolution rates, user satisfaction, escalation frequency, and time savings against baseline metrics.

Evolve

Continuous improvement through conversation analytics, prompt refinement, knowledge updates, and expansion to additional use cases.

Government

AI agents for government service delivery, document processing and compliance workflows.

Utilities & Energy

AI agents for utilities and energy organisations automating meter reading analysis, outage response coordination and regulatory submissions.

Defence

AI agents for defence organisations automating security compliance checks, document classification and procurement workflows.

Transport & Logistics

AI agents for logistics operations, shipment tracking and customer service automation.

Healthcare & Aged Care

AI agents for healthcare administration, patient onboarding and clinical documentation support.

NDIS & Community Services

AI agents for NDIS providers automating participant plan reviews, progress note generation and compliance documentation.

Mining & Resources

AI agents for mining operations automating safety incident reporting, equipment maintenance scheduling and shift handover documentation.

Professional Services

AI agents for professional services firms handling client onboarding, document processing and knowledge management.

Copilot Studio

Build and deploy conversational agents with knowledge grounding, plugin actions, and multi turn reasoning within the Microsoft ecosystem.

Azure OpenAI

Advanced language model capabilities for complex reasoning, content generation, and domain specific understanding.

SharePoint

Knowledge base grounding using organisational documents, policies, and procedures stored in SharePoint libraries.

Dynamics 365

Agent actions in CRM and ERP systems for customer service, sales support, and operational automation.

Power Automate

Trigger automated workflows from agent conversations to execute multi step business processes across connected systems.

Microsoft Teams

Deploy agents as Teams apps for direct user interaction through chat, meeting assistance, and channel monitoring.

Delivery that fits your business

Microsoft Partner

Practical guidance across Microsoft 365, Azure, SharePoint, Teams, Dynamics 365, Power Platform, security, and governance.

Certified Consultants

Senior specialists who can move from strategy into delivery, adoption, migration, support, and continuous improvement.

Australian Business

Local consulting for Australian organisations, backed by national experience and a delivery record across the country.

Why Evocate

Experience

Delivering Microsoft consulting outcomes since 2009.

Clients

Trusted by 186 clients across Australia and the Asia-Pacific region.

Delivery

622 completed projects and 1,068 total engagements.

See all our clients

Tell us what you are working on and we will map the right next step, whether that is consulting, licensing, managed services, or all three.

Contact Us

Frequently Asked Questions

A traditional chatbot follows a decision tree and can only answer questions it was explicitly programmed to handle. An AI agent can understand natural language, reason about ambiguous requests, take actions (not just answer questions), connect to multiple systems, and handle situations it was not explicitly programmed for, within defined boundaries.

Primarily Microsoft Copilot Studio (for M365-integrated agents), Azure OpenAI with Azure AI Search (for knowledge and RAG agents), and Power Automate (for workflow integration). We also work with Azure Bot Service for more complex scenarios.

Through careful scope definition, human escalation paths, audit logging, staged rollout, and clear permission boundaries. We do not give agents write access to systems where errors would be difficult to reverse without careful review and testing.

We follow a structured approach: process mapping to understand current state and failure modes, scope definition to clarify what the agent handles vs what it escalates, security and governance design before building, pilot deployment with controlled user groups, and measurement against defined success criteria.

AI Agents & Automation