Operatir / Capability statement
AI for your
everyday work.
Strategy, workshops, engineering and security for Australian businesses.
Melbourne, Australia.
Working with businesses across Australia.
In brief
We get inside the workflow and build what your team actually uses. We find the highest-impact opportunities, ship AI into real operations, and measure the result.
Built for operationally
complex businesses.
High volumes of repeatable work. Knowledge spread across systems. People spending too much of their day coordinating, chasing and processing.
- Typical team size
- 5–100+ employees
- Typical annual revenue
- $5–50 million
These are useful reference points. The opportunity depends on the work itself and a practical business case.
Common sectors
- Professional services
- Property & real estate
- Accounting & finance
- Legal & contract-heavy businesses
We also work with businesses in other sectors where administration, delivery and coordination create significant overhead.
One team.
End-to-end accountability.
Strategy, enablement, engineering and security stay connected throughout the engagement.
Strategy & roadmap
We audit your operations, identify the highest-impact opportunities, and produce a phased plan with clear owners, timelines and measurable targets. Priorities are tied to revenue, cost, speed and customer experience.
Workshops
Hands-on sessions built around your actual workflows. Your team learns to use AI tooling safely and effectively, from research and administration to building practical solutions they can use in their day-to-day work.
Agent engineering
Purpose-built agents for triage, drafting, reconciliation, research, quality assurance and follow-ups. We scope, engineer and deploy them into your existing systems, with monitoring and measurement.
Security audit
We assess AI tool usage, map how business data moves, identify exposure and recommend practical policies and controls. Your team gets a clearer basis for using AI responsibly as adoption grows.
Find. Ship. Prove.
Start with a focused opportunity. Get it into the hands of your team. Expand on evidence.
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01 Discover
Understand your operations, customer-facing work and the handoffs that slow people down.
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02 Prioritise
Score opportunities for impact and feasibility. Agree the use case, baseline and measures of success.
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03 Pilot
Build a focused agent and deploy it into the workflow, integrated with the tools your team uses.
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04 Measure
Compare results with the agreed baseline and track performance weekly. Make the value visible.
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05 Scale
Expand into adjacent workflows once the return is demonstrated, with governance that supports growth.
We prioritise the work that improves cash outcomes and customer satisfaction. A focused pilot gives you an early view of value, with practical controls and measurement built into the delivery.
Something useful.
Something you can run.
The deliverables are agreed to suit the engagement. An end-to-end programme brings the following together.
- A prioritised opportunity map and return-on-investment hypotheses
- Practical workflow designs and agent specifications
- Production deployment and runbooks for operating the system
- Governance controls and security guidance
- Performance tracking and a plan for the next stage
What changes in the workflow
Fewer handoffs and bottlenecks. Faster turnaround. Clear visibility of what is working. Agents doing practical work, so your people can focus where their judgement matters.
Security belongs
in the design.
Data handling, access and operational controls are considered from the start. The right safeguards depend on your requirements, the chosen platform and the agreed deployment.
- Access & resilience
- Encryption at rest, role-based access, audit logging, automated backups and least-privilege permissions are scoped to the solution. Encryption standards, including AES-256 where supported, are checked against your requirements.
- Model & data use
- We review provider terms, data-use settings and retention policies. Non-training commitments and appropriate controls for your business information are assessed and agreed for each deployment.
- Australian hosting options
- Australian data centres and sovereign AI model options can support onshore requirements. Hosting and processing locations are agreed during design, including any third-party services.
Business understanding.
Engineering depth.
Our team has built, scaled and operated businesses and teams across Australia. Finance, operations, engineering and growth are represented in the same room.
Automation Operatir
Costa Charalambides
Led finance for one of Australia's largest integrated wealth and accounting firms. Brings the financial and strategic perspective needed to connect AI investment with business outcomes.
Workflow Operatir
Mario Koulloupas
Property and procurement leadership, with deep experience in property development and operational transformation at scale. Translates complex operations into workable systems.
Agent Operatir
Peter Fotinis
Engineering leader who has built and scaled teams from startup to enterprise. Builds and orchestrates AI agent systems, from early experimentation through to production.
Growth Operatir
Chris Koulloupas
Growth leader with a background in transforming PropTech businesses through AI. Connects commercial strategy, market opportunity and operational change to turn AI capability into a lasting competitive advantage.
Start with a
real workflow.
A practical starting point connects team capability with a clear business case.
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One workshop session
Hands-on work around the processes your team knows best.
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Strategy & roadmap
Align on priorities, targets and the most useful first opportunity.
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A focused pilot
Deploy into the workflow and measure the return.
If the workshop does not surface a meaningful opportunity, you will know early. If it does, you will have a clear, staged path to the next step.