We build AI systems that ship to production
From an afternoon workshop to a full custom build - our engineering and consulting team delivers AI that does real work, not just demos. Based in Sydney, working globally.
Stop buying leads. Start generating them with AI.
We build end-to-end AI lead generation systems - from intent signal identification and automated outreach through to CRM integration and hand-off. Your pipeline fills while your team closes.
ICP signal detection
AI models trained on your best-fit customers surface lookalike accounts and buying intent signals in real time.
Personalised outreach
AI drafts and sequences personalised emails and LinkedIn messages at scale - relevant, not spammy.
AI Voice follow-up
Warm leads get an automated follow-up call from a CSAI Voice Agent, booked into your calendar on response.
CRM integration
Every lead, touch point and conversion flows directly into your CRM with full attribution tracking.
Pipeline analytics
Real-time dashboards show cost-per-lead, conversion rates and which channels are driving the best quality pipeline.
Continuous optimisation
We monitor and iterate on messaging, targeting and timing - improving results month over month.
Strategy before stack. Outcomes before output.
Most AI projects fail because they start with a tool, not a problem. We start with your business goals - then design the right AI system, select the right models and build a roadmap your team can actually execute.
AI opportunity mapping
We audit your operations and identify the highest-ROI AI opportunities - prioritised by impact, not novelty.
Model selection & evaluation
Unbiased comparison of LLMs, vision models and specialised AI across cost, latency, accuracy and safety.
RAG & knowledge systems
Design and build retrieval-augmented generation systems that answer accurately from your own documents and databases.
Responsible AI governance
Bias testing, explainability frameworks, data lineage and AI usage policies your board and regulators will accept.
Team enablement
Workshops, playbooks and training programmes to build internal AI capability that outlasts the engagement.
Embedded advisory
Ongoing fractional CTO-level AI advisory - in your product reviews, architecture discussions and board updates.
Production-grade software, without the hiring risk
We design, build and launch web apps, APIs and integrations to production standards. Experienced engineers across modern stacks - no juniors, no bloat.
Web applications
Full-stack web apps built in React, Next.js and Node - from MVPs to enterprise-scale platforms.
API & integrations
RESTful and GraphQL APIs, third-party integrations and automation pipelines that connect your entire stack.
Mobile applications
React Native apps for iOS and Android - sharing code with your web app where it makes sense.
Data pipelines
ETL pipelines, data warehousing and analytics infrastructure for teams that need data to move fast and reliably.
AI feature integration
Add intelligent features - LLM copilots, semantic search, recommendation engines - to your existing products.
Code reviews & audits
Architecture reviews, security audits and performance assessments for existing codebases before you scale.
From idea to launch - with the team that does it all
Discovery workshops, UX design, engineering and QA under one roof. We act as an embedded product studio - moving at startup speed with enterprise rigour.
Discovery & scoping
Structured workshops to align on the problem, user needs and business goals before a line is written.
UX design & prototyping
User research, wireframes and interactive prototypes validated with real users before development starts.
Agile sprints
Two-week sprints with clear deliverables, stakeholder demos and continuous feedback loops.
Technical documentation
Architecture docs, API references and runbooks handed over at launch - not an afterthought.
MVP & market validation
Fast, focused MVPs built to validate your riskiest assumptions before scaling investment.
Team augmentation
Embed our engineers alongside your existing team - no handover friction, no loss of momentum.
Ship faster. Scale reliably. Sleep better.
We set up the infrastructure, pipelines and monitoring that let your team deploy with confidence - and keep things running when traffic spikes.
CI/CD pipelines
Automated build, test and deploy pipelines that ship every green commit to production safely and fast.
Cloud architecture
AWS, GCP and Azure architectures designed for resilience, cost efficiency and compliance from day one.
Kubernetes & containers
Container orchestration, autoscaling and workload management - so your infrastructure keeps up with growth.
Infrastructure as Code
Terraform and Pulumi configurations that make your infrastructure reproducible, auditable and version-controlled.
Observability
Metrics, logging and alerting with Datadog, Grafana or your preferred stack - so problems surface before users notice.
Security hardening
WAF, secrets management, VPC isolation and least-privilege IAM - applied before you go live, not after an incident.
No surprises. No scope creep. Just delivery.
Discovery call
We understand your goals, constraints and timeline. If we're not the right fit, we'll say so.
Scoped proposal
A clear statement of work with milestones, deliverables and a fixed or capped budget.
Build & iterate
Fortnightly demos, weekly updates and a shared project board - you see every decision as it's made.
Ready to build something real?
Tell us what you're trying to automate or build - we'll come back with a straight answer and a clear scope.