What we do
Fixed-price expertise for the complexity of real enterprise.
A focused set of engagements across AI capability, delivery, and program services — every one fixed-price, practitioner-led, and built for the regulatory environments our clients operate in. Senior people deliver. Working systems get handed over.
Agentic AI & Automation
AI that reasons, decides, and acts — not just responds.
We design and deploy AI agents that handle complex, multi-step work end-to-end. Unlike traditional automation, agentic AI adapts to exceptions, coordinates across systems, and improves with every cycle. The result is a workforce multiplier — not a workflow script.
Traditional RPA follows rules. It breaks the moment something unexpected happens. Agentic AI handles the unexpected — it reasons about the situation, decides on an approach, executes actions across your systems, and escalates to a human only when genuinely needed. We design and deliver the full stack: the agents themselves, the orchestration layer that coordinates between them, the integration surface into your existing systems, and the monitoring infrastructure to keep it operating reliably in production. Every agentic system we build includes a human oversight layer — because unmonitored autonomous action in a regulated environment is a liability, not an asset.
Best suited for
Organisations with high-volume operational processes involving exceptions, conditional logic, and multiple system interactions — particularly in claims, settlements, onboarding, compliance monitoring, and document processing.
What you get
End-to-end automation of complex, exception-heavy workflows
Significant reduction in manual processing time for high-volume operational tasks
AI agents that handle edge cases and exceptions, not just the happy path
Full audit trail of every agent decision and action for regulatory compliance
Operational monitoring so you see the system performing, not just a dashboard of completions
Claims processing & exception handling
Document extraction & routing
Compliance monitoring & alerting
Customer onboarding automation
Settlement and payment orchestration
Regulatory reporting automation
AI Capability
AI strategy, models, generative systems, and governanceMachine Learning & Predictive AI
Turn your historical data into forward-looking operational intelligence.
Custom ML models built for your data, your domain, and your risk tolerance. We develop, train, validate, and deploy predictive AI that produces decisions you can explain to a regulator — not black-box outputs that create governance problems.
What you get
- Predictive models calibrated against your historical outcomes, not generic benchmarks
- Explainability documentation meeting APRA and ASIC model risk requirements
- Inference infrastructure that scales with your transaction volume
Generative AI Implementation
LLMs and RAG systems that are accurate, safe, and production-ready.
We implement generative AI systems that do specific, verifiable work — not demos that impress in a boardroom and fail in production. Custom AI assistants, document intelligence pipelines, retrieval-augmented generation, and structured output systems built with the accuracy and governance controls your organisation requires.
What you get
- AI assistants trained on your documents, policies, and operational knowledge
- RAG pipelines with citation and source grounding for every generated output
- Structured output systems that produce auditable, schema-validated results
AI Strategy & Readiness
A clear-eyed view of where AI creates value in your organisation — and where it doesn't.
Most AI strategies are written by people who are not going to implement them. Ours are built to be executed — grounded in your actual data assets, your operational constraints, and your regulatory environment. The output is a prioritised roadmap, not a vision document.
What you get
- Prioritised AI opportunity register scored by business value and implementation feasibility
- Data readiness assessment identifying the gaps between current state and what your AI programs require
- Regulatory risk assessment calibrated to APRA, ASIC, and Privacy Act obligations
Delivery
Software, transformation programs, and data platformsBespoke Software Solutions
Custom software built to last — with the documentation, tests, and governance to prove it.
When no off-the-shelf product does what you need, we build it. Full-stack delivery of custom AI-powered software — from data layer through to user interface — at fixed price, with Tensaria's delivery standards applied throughout. The outcome is a working system your team can operate independently.
What you get
- A working, deployed system built to your exact requirements — not a configured platform
- Full test suite covering functional requirements, edge cases, and regression scenarios
- Documentation generated from the actual codebase, not written separately and immediately outdated
Digital Transformation
Transformation programs designed and delivered by the same team.
End-to-end transformation programs that use AI as the engine of change — covering process redesign, technology modernisation, and capability uplift together. We separate ourselves from most transformation firms by doing both the strategy and the implementation. The transformation we design is the one we build.
What you get
- A transformation program designed with delivery constraints in mind — not aspirational and unexecutable
- Single accountability from strategy through to production deployment
- Capability transfer built into the program so your team grows through the transformation, not after it
Data Engineering & Analytics
The data foundations that your AI programs actually need.
Most AI programs fail not because the models are wrong but because the data is unreliable. We build the data platforms, pipelines, and analytics infrastructure that make AI-ready data a property of your organisation rather than a pre-project task that has to be done every time.
What you get
- A data platform designed for AI consumption — not adapted from a BI-era architecture
- Data quality monitoring that catches issues before they reach your models
- End-to-end data lineage from source systems to model predictions
Program Services
Project management, oversight, and post-deployment monitoringProject Management & Delivery Governance
Independent delivery governance for the programs where the stakes are too high to leave to chance.
Structured delivery oversight for complex AI and technology programs — whether we are delivering or managing a third-party delivery on your behalf. PMO setup, milestone governance, risk management, vendor management, and the independent assurance that what was scoped is what gets built.
What you get
- Independent delivery oversight with no commercial incentive to underreport risk
- Milestone governance that tracks what was actually scoped against what is actually being built
- Vendor management that holds third parties accountable to their commitments
Architecture & Technology Advisory
Independent architectural judgement for the decisions that shape the next five years.
Some technology choices are too consequential to leave to a single internal team or a single vendor pitch. We provide independent solution and technical architecture advisory — assessing options, pressure-testing decisions, and producing the documented rationale your board, risk committee, and delivery teams can stand behind. Not a deck that goes in a drawer — evidence-based architectural guidance that drives the build.
What you get
- Independent architectural assessment grounded in your real systems and constraints
- Build vs buy vs partner analysis with documented rationale and risk profile
- Architecture decision records that capture the why, not just the what
Legacy System Support
Senior practitioners running and modernising the legacy systems your team has stopped enjoying.
Most enterprises have a few systems no one wants to touch — old codebases, undocumented integrations, brittle dependencies. We take them on. By hooking them into our Deliver platform, we add the standards, compliance checks, and living documentation your in-house team never had time for, then maintain or modernise the system from there.
What you get
- Architecture and operational runbooks reconstructed from the codebase, not from memory
- Compliance and security checks applied to legacy systems that never had them
- Senior practitioners running maintenance, not contractors who leave the moment the SOW ends
Post-Deployment Monitoring
What happens to your AI system after go-live is as important as what happens before it.
AI systems change in production. Models drift. Regulatory frameworks update. Third-party APIs change without warning. We provide continuous post-deployment monitoring for AI systems — surfacing issues before they become incidents, and providing the ongoing evidence your compliance team needs.
What you get
- Continuous model performance monitoring with alerts before accuracy degrades to an unacceptable level
- Input and prediction distribution drift detection — the early warning before the system starts failing
- Third-party dependency health monitoring so API changes don't become transaction failures
How we engage
Every engagement starts with understanding your problem.
We work on fixed-price, outcome-anchored terms. Our discovery tool is free and produces four deliverables you keep — it is the most useful thing we can give someone before they have committed to working with us.
Assessment
A structured tech opportunity assessment — covering efficiency, customer experience, automation, and AI — producing a process map, opportunity register, risk assessment, and business case. The fastest way to validate which improvements are worth making, and whether AI is part of the answer.
Try the free toolImplementation
Fixed-price delivery of AI systems, software, transformation programs, or data platforms. Scoped, built, tested, and handed over with full documentation and operational monitoring.
See how we workAdvisory & Monitoring
Post-deployment monitoring, governance reporting, regulatory change intelligence, and ongoing advisory. The relationship that continues after go-live.
Talk to usNot sure which service fits your problem?
Start with the free Opportunity Assessment. It takes 10 minutes and produces a prioritised view of where tech improvements — including AI — create real value in your organisation. Which makes the conversation about which service is the right fit a much shorter one.