Design Scalable Multi Agent AI Systems

Build agent teams that coordinate, communicate, and adapt. We help you choose existing tools, create custom AI, or hybrid solutions.

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Custom AI Agents

Tailored AI systems that think, act, and automate like humans - with memory and purpose.Explore

Multi-Agent Orchestration

Deploy teams of AI agents that coordinate across tasks, tools, and departments.Explore

AI Strategy & Consulting

Expert-led guidance to design, scope, and implement Agentic AI systems that deliver ROI.Explore

Integration & Deployment

Seamless integration with your platforms, APIs, and data - powered by real-time orchestration.Explore

Off-the-shelf or Custom-built?

Use existing platforms or build custom agents - we help you decide.Explore
100s
of projects delivered
90%
client retention
100%
Australian owned
28
years in the industry

Agentic AI Services

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We design intelligent AI agents that act autonomously, collaborate across workflows, and integrate with your existing systems. Whether you're choosing an existing agentic platform, building a custom solution, or combining both, WNPL helps you make the right call. We handle integration, data pipelines, and AI/ML where needed—ensuring real-world impact and the best possible ROI. Supercharge your operations with WNPL’s Agentic AI solutions. Contact us today.

Agentic AI development

With years of industry experience, our team of experts bring extensive knowledge in discussing, analysing and problem-solving your Agentic AI needs.

WNPL
We partner with
Microsoft AI Cloud Partner
For Business Leaders
A practical guide to Agentic AI for executive leaders. Discover how autonomous agents improve coordination, visibility, and resilience—without disrupting your operations.
Read more >>

Custom AI Agent development

Design and build intelligent, goal-driven agents that act autonomously within your workflows. Tailored to your business logic, systems, and data.

Multi-Agent orchestration

Deploy multiple agents that collaborate, share memory, and coordinate across complex tasks. Ideal for distributed operations and large-scale automation.

Agentic AI consulting & strategy

Engage with WNPL’s experts to assess feasibility, define architecture, and create a clear roadmap for agent-based automation in your organization.

AI Discovery workshops

Rapid, focused workshops to uncover the best use cases for agentic AI in your environment. Get stakeholder alignment and quick-win strategies.

LLM & Generative AI Agents

Leverage GPT and other LLMs to build agents that reason, communicate, and learn. Includes prompt design, memory architecture, and tool integration.

Agent integration & deployment

We integrate agents into your existing tools, platforms, and APIs - securely and at scale. From CRMs to ERPs, we make agents production-ready.

Data integration & pipeline design

Prepare, structure, and flow data to support intelligent agent behaviour. Includes access control, transformation layers, and memory systems.

Machine Learning & predictive models

Embed ML models into agents to enable scoring, forecasting, or classification where needed - using modern, explainable techniques.

Ethical & auditable AI design

Build trust into every agent. We ensure decisions are traceable, compliant, and aligned with your ethical and regulatory standards.

Use case & opportunity mapping

Identify agent-ready processes in your business. We work with stakeholders to prioritise high-impact, low-risk AI opportunities.

Pilot deployment & iteration

Test quickly and learn fast. We deliver focused prototypes with real users and real data - refining based on usage and outcomes.

AI readiness assessments

Assess your systems, teams, and data landscape to determine how prepared your organization is to adopt agentic AI effectively.

Post-deployment monitoring & support

Ensure agents continue to perform, adapt, and deliver ROI. Includes logging, performance dashboards, and issue response.
Some customers to who WNPL technical team members have delivered products/consultancy/services.

Some of our work

WNPL serves many industries including startups, SMEs and large enterprises.
Over the years we’ve had the pleasure to work with many great clients, some of which include:

ALDI

WNPL specialises in building sophisticated tracking and reporting systems for global organisations to enhance their operational efficiency. Our solutions include workforce synchronisation through mobile applications and alerts for critical tasks and changes. These systems are globally deployed and adhere to the highest standards of security and reliability. WNPL continues to develop and enhance a range of applications to support the efficiency management needs of our clients.

Simplex Living

Simplex Living is an emerging platform aimed to help make the lives of apartment residents and their building managers easier and more streamlined. With many apartments and residents signing up, Simplex Living is on the route to becoming the new norm in resident-and-apartment communication.

Shriro

A platform for enhancing their product presentation and customer education initiatives. This platform, which included tablet-based marketing and presentation tools was developed for use by their associates and partner stores in international locations. A secure backend server was also developed to manage the products. The app, while not publicly available to download, is distributed internally by Shriro and deployed internationally, and would help retailers who deal in Shriro products better present these products and provide their customers with the best information to make the right decision in purchasing quality products.
The reviews listed above are provided by WNPL and have not been fact checked or provided by the clients. Claims made are purely the expressions of WNPL.
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Why choose WNPL

We understand the importance of building great, long-term partnerships through delivering high quality software, on time at affordable rates. With many years of industry experience and knowledge we’re committed to our work, and you can be assured you’re in good hands.

AI Services

Agentic AI, Machine learning, Big Data, Consultancy, Discovery workshop, Prototype, AI Readiness.

Intellectual Property

Treated with utmost confidentiality. All communications & discussions are confidential.

Complex ideas

All levels of complexity, mathematical rigour and R&D welcome.

Support & maintenance

Support included to cover all updates & change requests. Quick turn-around & easy to manage.

Methodology & practices

Software engineering principles and development practices like Agile followed.

On-time delivery

Project deliveries are on time for all milestones and final product. Phased delivery.

Our services

  • Agentic AI
  • Machine Learning & AI services
  • Custom Software Development
  • Operational Efficiency Applications
  • Big Data & Decision Trees
  • Mobile App Development
  • Web App Development
  • API Integrations & Development
  • Cloud Development
  • Digital Transformation

Our development process

Agentic AI development at WNPL follows a rigorous, phased approach, ensuring that AI agents deliver real operational value while seamlessly fitting into your existing workflows and systems.
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The key steps in our process are:
1
Discovery Workshop
 
We begin by understanding your workflows, operational challenges, system landscape, and strategic goals. This discovery phase ensures our Agentic AI design is tightly aligned with your real-world needs.
2
Opportunity identification
 
We identify high-impact areas where AI agents can create measurable improvements, focusing on process bottlenecks, repetitive tasks, orchestration opportunities, and intelligent automation potential.
3
Feasibility & readiness analysis
 
We assess the technical, data, security, and integration readiness for AI agent deployment. Business value, risk management, and financial viability are carefully evaluated before proceeding to build.
4
Agent architecture design
 
We design modular, scalable agent systems, defining goals, roles, tool access, memory needs, coordination strategies, and fallback mechanisms. Security and auditability are embedded by design.
5
Prototype Agent development
 
Using agile cycles, we rapidly build functional agent prototypes. These pilots integrate with real tools, workflows, or APIs, allowing testing of core agent logic, autonomy, and decision quality.
6
Pilot testing & iteration
 
Prototypes are deployed in controlled environments, monitored for performance, error handling, and interaction quality. Feedback loops refine the agent’s logic, prompts, memory, and orchestration flows.
7
Full-scale Agent deployment
 
Following successful pilots, agents are scaled into production, integrated across systems (e.g., CRM, ERP, HR platforms) with full monitoring, observability, and role-based security controls in place.
8
Monitoring, metrics & continuous learning
 
We continuously monitor agent actions, task completions, and decision paths. Optimizations, memory adjustments, and logic refinements are implemented as your processes evolve.
9
Data governance & ethical AI assurance
 
We ensure all agents comply with data protection standards, ethical design principles, and auditability requirements. Special attention is given to explainability, fallback paths, and human oversight options.
10
Support, maintenance & evolution
 
We provide ongoing support, system updates, performance tuning, and enhancement services. As your business grows, agents can be retrained, expanded, or coordinated into larger orchestration systems.

Next steps

1
 Contact: We'd love to hear about your software project! Get in touch to arrange a face-to-face, phone or online chat.
   
2
 Discuss: We'll reach out to you to discuss project details (we're happy to sign an NDA as needed).
   
3
 Quotation: A project quotation, including cost & timeline, will be provided to you. There are no fees or obligation for this process.
Speak with a Tech Consultant

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1300 633 225
office@wnpl.com.au
147 King Street, Sydney, NSW 2000

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