AI agents & assistants
LLM-powered agents grounded in your data, with retrieval, tool use, evaluation harnesses and guardrails built in from day one.
- LLM
- RAG
- Agents
- Evals
We are obsessed about achieving your business outcomes
Looking to increase productivity, revenue or reduce costs in your business? We can help!
We leverage Artificial Intelligence and advanced analytics to deliver that.
Who are we?
At Glenfield Analytics, we start with the end in mind and then work backwards. We don't follow the hype or implement technology for the sake of it.
We've built our consulting and software product business by prioritising our customers' business outcomes.
We deliver tangible commercial value and productivity benefits to our customers, leveraging capability uplift and advanced technologies such as Artificial Intelligence, Data and Analytics as enablers.
We are a company registered and headquartered in Sydney, Australia, but with a global reach.
How we deliver commercial value
01 Revenue Increase
We leverage AI and Machine Learning's advanced analytics to derive insights that enable our customers to produce more of their desired business outcomes.
02 Cost Avoidance
We leverage predictive analytics to surface unplanned incidents with the potential to wipe our customer's profit margins. Our insights provide recommendations before the cost is incurred.
03 Cost Saving
We leverage advanced analytics to derive insights on business areas where our customers could spend less than budgeted.
04 Efficiency Gains
We mentor teams and automate manual processes that save our customers valuable time.
Productised solutions
Three systems we have built, demonstrated and refined with real institutions. Each keeps people in charge of the decision and is hosted where you need it.
01 Revenue Assurance Engine
Audit targeting for tax and revenue authorities
AI-led audit targeting lets a finite inspectorate focus on the returns most likely to recover revenue. The engine ranks tax returns for audit as e-invoicing and filing data arrives, and explains every flag.
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02 Inclusive Credit Scoring
Lending on verified trading data instead of collateral
Scoring businesses on verified trading, tax and payroll compliance records opens credit to young entrepreneurs and SMEs who have no collateral. Machine learning runs inside the lender's policy rules, so every decision is explainable and auditable.
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03 Decision Support Console
AI recommends, people decide, everything is logged
A single live view of operations in which AI recommends actions with a confidence level, reasons and projected impact. Operators and officials accept, adjust or dismiss, and a benefits ledger separates value realised from value projected.
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Industries we serve
Deep operating experience in heavy industry, telecommunications and finance, applied to the public sector and essential services.
- 01
Public Sector & Revenue
Revenue mobilisation, programme delivery and accountable decisions on data the state already holds.
- Audit targeting
- Delivery tracking
- Resource revenue monitoring
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- 02
Financial Services
Inclusive, explainable credit decisions and supplier finance on verified trading records.
- Inclusive credit scoring
- Supplier and invoice finance
- Empowerment and development funds
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- 03
Mining & Resources
Decision support, predictive maintenance and production-to-revenue visibility for heavy industry.
- Operational decision console
- Predictive maintenance
- Production-to-revenue monitoring
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- 04
Telecommunications
Network, customer and security analytics from a team with fifteen years in the sector.
- Revenue assurance
- Churn and next-best-action
- Network anomaly detection
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- 05
Utilities & State-owned Enterprises
Asset reliability and accountable operations for essential services.
- Public asset maintenance
- Operations console
- Billing and collections analytics
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- {All industries} {»}
What we build
Consulting advice is only half of it. We design, engineer and operate production-grade AI systems that our customers run their business on.
Predictive & prescriptive models
Forecasting, anomaly detection, risk scoring and optimisation models that surface what will happen next and recommend what to do about it.
- Forecasting
- Anomaly detection
- Risk scoring
Data & ML platforms
Cloud-native or on-premises lakehouses, feature stores and MLOps pipelines that take models from notebook to monitored production reliably.
- Lakehouse
- MLOps
- Sovereign hosting
Decision intelligence products
Consoles and applications that put recommendations, reasons and audit trails directly in the hands of operators, officials and executives.
- Consoles
- Audit trail
- Benefits ledger
- 01
Discover
Define the business outcome and the metric that proves it.
- 02
Prove
A tightly scoped pilot on real data, measured against that metric.
- 03
Build
Production engineering: architecture, security, integration, change.
- 04
Operate
Monitoring, support and continuous improvement under SLA.
How we work
- 01
Outcome first
We start with the result that matters to you and work backwards to the data, models and systems that produce it.
- 02
People decide
AI explains and recommends. Your officers, officials and operators make the decision, and every choice is logged with its evidence.
- 03
Sovereign by design
Systems and data are hosted where you need them: in-country, in your own cloud tenancy, or on premises, with security aligned to ISO/IEC 27001.
- 04
Explainable and auditable
Each score or flag shows the reasons behind it, stores its inputs and model version, and stands up to challenge.
Let's talk about your outcomes
Tell us the business result you're after. We'll tell you honestly whether AI and analytics are the right lever, and what it would take.