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Data engineering
Ingestion, transformation, warehousing and reporting: reliable pipelines with lineage and monitoring.
Services
Engineering that ends with a working product.
We scope in outcomes, deliver in fixed sprints and hand over code you own.
01 · AI & data platforms
AI features that survive production
A demo is one thing; production is another. Retrieval has to stay accurate, prompts need versioning, costs need a ceiling, and failures need to degrade without taking the system down. That is the part we build.
- ✓Assistants & copilots grounded in your documents, tickets and product data, they answer from your facts.
- ✓RAG & semantic search, questions matched by meaning, with every answer linking to the exact document it came from.
- ✓Agentic workflows that call your tools and APIs, with limits and audit logs, so nothing runs without a record.
- ✓Evaluation harnesses that score answer quality on every change before it ships.
Representative delivery records (4)
- ✓Grounded RAG assistant for a government agency. The agency needed citation-grade answers over 40,000 policy and operational documents, hosted inside a PROTECTED-level boundary with zero data egress, replacing a mailbox-driven enquiry process. Read delivery →
- ✓Enterprise AI assistant connectors at 1.2M objects. An enterprise rolling out a productivity-suite AI assistant needed its document stores, CRM and intranet connected with correct permissions and freshness. Read delivery →
- ✓Permissioned agentic operations platform. A scale-up wanted LLM agents acting across its CRM, ticketing and document APIs under strict, auditable controls. Read delivery →
- ✓Evaluation harness that gates AI releases. A product team needed LLM quality measured against a golden dataset before every release. Read delivery →
02 · Product engineering
Web products, end to end
From a marketing site to a complex internal tool: one team owns the database, the API, the interface and the deploy. Nothing falls between handoffs.
- ✓Customer portals & dashboards with real data and real permissions.
- ✓APIs & integrations connecting CRMs, payments, ERPs and third parties.
- ✓Modernisation of legacy apps, replaced piece by piece, without a risky big-bang rewrite.
- ✓Design systems so the product stays consistent as it grows.
Representative delivery records (4)
- ✓Merchant payments portal. A payments company needed a self-service merchant portal for onboarding, reporting and payouts that could not become a PCI liability. Read delivery →
- ✓National clinical registry modernisation. A university-led programme needed its national clinical registry (entry, validation, reporting, multi-clinic access) rebuilt off an ageing, error-prone legacy stack. Read delivery →
- ✓Timed-entry ticketing for a visitor attraction. A visitor attraction needed ticketing, memberships, timed entry and on-site sales unified into one system before a peak season. Read delivery →
- ✓Embedded senior capacity for a SaaS team. A growing SaaS company wanted a polished admin and analytics area plus senior engineering capacity inside its existing process. Read delivery →
03 · Cloud & platform
Infrastructure you can rely on.
If deploys are events and the cloud bill is a surprise, the platform needs work. We make releases routine and spend predictable, so a deploy feels like saving a file.
- ✓CI/CD pipelines with automated tests and one-click rollback, if a change breaks something, you undo it in a click.
- ✓Containers & Kubernetes sized to the workload your team actually runs.
- ✓IaC & environments that can be rebuilt from code.
- ✓Observability, metrics, logs and alerts, so you see a problem before your customers do.
Representative delivery records (4)
- ✓Browser-test CI/CD farm. A browser-focused product ran thousands of UI tests that took over an hour and cost a fortune to run. Read delivery →
- ✓GitOps reliability for a payments platform. A payments platform wanted deploys declarative, auditable and reversible after recurring incidents. Read delivery →
- ✓Multi-tenant Kubernetes for data and ML teams. A platform team needed one Kubernetes foundation for data pipelines, Earth-observation ingest, geospatial analytics and ML model serving. Read delivery →
- ✓Cloud cost and reliability audit. A company with a climbing bill and recurring incidents wanted a diagnosis, a fix plan and the fixes applied. Read delivery →
04 · Data & MLOps
Data you can trust, models that stay useful
Data pipelines and model operations that keep answers fresh, with lineage and monitoring so the numbers hold up under scrutiny.
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MLOps
Model serving, versioning, drift monitoring and retraining loops that keep models useful after launch.
Representative delivery records (4)
- ✓Governed analytics engineering. A media organisation needed metrics everyone trusts, without weekly hand-stitched spreadsheets. Read delivery →
- ✓Real-time event platform. A product company wanted live features and analytics on high-volume event streams, including GNSS-positioned fleet telemetry. Read delivery →
- ✓Document intelligence at 2.4M pages. An organisation needed structured data extracted from millions of pages for search, records and workflow automation, replacing manual keying. Read delivery →
- ✓Market data pipeline with exactly-once semantics. A trading-adjacent platform needed market data with strict correctness under low latency. Read delivery →
05 · Security & compliance
Security that does not slow you down
AppSec and identity engineering for teams that answer to regulators and enterprise buyers. Delivered with evidence clients can verify.
- ✓Application security, SAST/DAST, threat modelling and dependency scanning run on every change, so risks surface at build time.
- ✓Identity & access, OAuth/OIDC, roles, secrets management and hardening.
- ✓Detection & response, detection rules, playbooks and incident evidence.
- ✓GRC, control mapping and audit-ready evidence.
$ security audit --service checkout
› SAST ......... 0 critical
› secrets ...... rotated
› policy ....... enforced
// evidence captured for audit
Representative delivery records (4)
- ✓Detection and response engineering. A security team wanted faster, more defensible incident response. Read delivery →
- ✓AppSec embedded in delivery. A fast-shipping product team needed security that did not slow releases. Read delivery →
- ✓CIAM for a customer platform. A customer-facing platform needed modern identity delivered as a resilient, centralised service. Read delivery →
- ✓GRC evidence system. A company preparing for audits needed controls documented and evidence defensible. Read delivery →
$ migrate --system legacy-erp
› extract ...... ok
› transform .... validated
› load ......... parallel-run
// 0 records lost · rollback ready
06 · Systems integration
Connect what you already own
EDRMS, ERP/CRM and legacy systems, modernised piece by piece. The old system keeps running while its replacement takes over.
- ✓Records & documents, EDRMS integration with migration and retention rules.
- ✓ERP/CRM extension, D365, Odoo and middleware integrations.
- ✓Legacy modernisation, strangler pattern: the old system is replaced feature by feature while it keeps running, with no big-bang cutover.
- ✓Data migration, validation, reconciliation and parallel-run verification, so every record is accounted for.
Representative delivery records (4)
- ✓EDRMS migration and integration. An organisation replacing its records system needed migration, integration and record-keeping compliance. Read delivery →
- ✓ERP overlay application. An enterprise wanted modern workflows on top of its ERP without destabilising the core. Read delivery →
- ✓Integration middleware with typed contracts. An organisation with several back-office systems needed reliable data movement between them. Read delivery →
- ✓Strangler-pattern legacy modernisation. A business-critical legacy application was hard to change and risky to deploy. Read delivery →
07 · IP telephony & voice
The full phone system, run for you
Numbers, IVR, call routing, queues, recording and porting, on one platform we operate for you. An optional AI receptionist adds 24/7 answering, booking and intake.
- ✓Full phone-system stack, numbers, trunks, IVR, queues, recording and porting, provisioned and maintained by us.
- ✓Booking & intake flows for restaurants, hotels, clinics, legal and service businesses.
- ✓Optional AI receptionist, multilingual, with transfer to your staff when needed.
- ✓Real-time dashboards, call analytics, transcripts and recordings with consent.
Availability: Local numbers in Australia and Canada; mobile, fax and SMS/MMS on US and Canadian numbers; emergency calling including AU 000.
08 · Applied R&D
Research that becomes product
We apply and industrialise optically-guided electrical discharges. Feasibility studies, proofs-of-concept and TRL-raise programs, delivered as implementation packages our engineering teams (and yours) can run.
Optics & beam control
Vortex/Airy/Bessel beam shaping, optical trapping, SLM/MEMS steering, wavefront and polarisation metrology, hollow beams and particle chains.
Remote sensing & penetration methods
Photogrammetry and lidar, ground-penetrating radar, electromagnetic induction and transient methods, magnetometry, gamma-ray radiometrics and muon tomography: measurement-grade collection in remote areas.
Spectral AI & ground models
Spectral signature libraries, machine-learning inversion, vision-based defect detection and living digital twins of ground and structures.
Navigation & autonomy
GNSS-denied visual-inertial navigation, electromagnetic positioning, coverage optimisation, autonomous observation scheduling and safety interlocks for sensor platforms.
Manufacturing & materials
Freeform micro-welding, in-cavity micro-machining, plasma-assisted deposition, 3D conductive-track writing, surface treatment.
Medicine & life science
Fibre-delivered diffuse plasma, implant and bio-scaffold sterilisation, surface electroporation, wound care, plasma-activated liquids.
Energy & power
Steerable corona for static dissipation, remote switchgear triggering, plasma ignition, guided de-icing, laser-filament and particle-seeded discharge channels for lightning protection research.
Environment & agriculture
Ambient ionisation sources, plasma nitrogen fixation, zero-chemical weeding, VOC/NOx remediation, dust removal.
Aerospace & space
Spacecraft charge mitigation, Mars regolith processing, plasma flow-control actuators, sustained plasma antenna.
Instrumentation & science
Reconfigurable plasma waveguides, pre-ionisation for laser-plasma acceleration, discharge physics, standoff LIBS and standoff Raman.
Optics is expressed through these research streams as a single portfolio. Estimates are stated as effort and scope.
Standards & compliance
Regulatory standards, line by line.
Operations and deliverables across every line conform to an information security management system aligned with ISO/IEC 27001, quality management aligned with ISO 9001, and SOC 2-aligned controls embedded in delivery. Privacy is handled under the Australian Privacy Principles in Australia and under PIPEDA, including Quebec Law 25, in Canada.
AI / LLM enablement
AI work governed under ISO/IEC 42001-aligned management: registered AI use, documented evaluation and human oversight of every merge and release.
Application development
Secure development with review gates on every merge, WCAG 2.2 AA accessibility targets and clean intellectual-property assignment.
Cloud & platform
Encryption in transit and at rest, least-privilege access and documented data-residency options in both markets.
Data & MLOps
Documented data governance: lineage, access rules and retention schedules on every dataset.
Security & GRC
An information security management system aligned with ISO/IEC 27001, with audit-ready evidence packs available under NDA.
Systems integration
Documented change control, client acceptance gates and least-privilege integration credentials.
Applied R&D
Reviewable research governance, clean intellectual-property assignment and ISO/IEC 42001-aligned AI management where AI is in scope.
Voice & telephony
Voice services delivered to each market’s telecommunications rules, with carrier and number-provider compliance handled end to end.
References to standards describe alignment. Certification is claimed only where an accredited certificate is published on this page.
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