our work
don't take our word for it. look at what we have built.
case studies in deeply embedded AI. every product below was shipped with the people behind the idea, with AI built into the heart of the business, not bolted on the side.
"every product on this page started as a conversation, then a partnership, then a shipped business." Sara Craighead
noditAI teams for modern business
A team of twenty-one AI agents, configured for your industry on day one, that handles admin, follow-up, marketing, reporting and research for SMEs and enterprises.
the problem
SMEs cannot afford to grow headcount at the pace the business demands, and enterprises need to materially reduce run cost without slowing delivery.
what we shipped
Nodit provisions a structured team of twenty-one specialised AI agents, pre-populated for the customer's industry, across two pathways: self-serve SME and contact-led enterprise.
what it taught us
- Structure beats scale: twenty-one defined roles outperform one generalist
- Industry context on day one matters more than features
- Two pathways, one platform: SME and enterprise share infrastructure
- Agentic AI is a team problem, not a model problem
Vertical SaaS for boutique fitness
Vertical SaaS for boutique fitness, with AI scheduling and retention baked into every workflow.
the problem
Boutique fitness studio owners were paying $500+/month for platforms designed for big-box gyms.
what we shipped
We built an AI-powered platform specifically for boutique fitness: intelligent scheduling, automated member communication, and retention prediction.
what it taught us
- Vertical-first approach creates natural defensibility
- Design quality is a competitive moat
- AI support can match human quality at scale
- Speed to market matters more than feature completeness
Actuarial standard for battery risk
An objective 0–100 Battery Risk Index for residential battery installations, mapped to AS/NZS 5139, 5033 and 4777.2. Built for the field, used by the underwriters.
the problem
Insurers are pricing battery risk they cannot measure. Field inspections still happen on clipboards. Tick-and-flick checklists are subjective and unauditable.
what we shipped
A 28-point structured field audit, geo-tagged photography and AI compliance detection producing a single 0–100 score underwriters can price against. Offline-first PWA for assessors.
what it taught us
- Structured data beats subjective inspection
- Offline-first is mandatory for field work in regional and remote areas
- Standards mapping is the moat
- Two-sided platforms need both sides to feel premium
NDIS operations platform
One system replacing paper timesheets, group texts and spreadsheet rosters for NDIS providers. Families get visibility, workers get paid on time, coordinators stop drowning.
the problem
NDIS delivery still runs on paper timesheets and group texts. Families lose visibility, workers chase payment and coordinators drown in admin no one sees.
what we shipped
A four-role platform with voice-to-text shift notes, real-time family visibility, NDIS-formatted invoicing on shift close and incident reporting designed to support the reporter.
what it taught us
- Invisible admin is the real product
- Voice-to-text removes the worst friction in field work
- Role-based access is non-negotiable in regulated services
- Regional coordinators are the leverage point
AI for executive decision-making
Real-time synthesis of company data, market intelligence, and strategic frameworks for C-suite executives.
the problem
C-suite executives make strategic decisions with incomplete information, drawn from disparate sources.
what we shipped
Red Apollo synthesises company data, market intelligence and strategic frameworks to support executive decision-making.
what it taught us
- Designing for demanding users raises the quality bar
- Enterprise sales capability is a learnable skill
- Security and compliance are features, not afterthoughts
- Executive users value time savings above all else
amplifyDelivery assurance platform
Real-time project health monitoring with expert coaching. Proceed, Intervene, or Walk Away verdicts.
the problem
Project failures blindside leadership. By the time risks surface, it is too late to intervene.
what we shipped
Amplify monitors project health in real-time with clear verdicts, paired with expert coaching.
what it taught us
- Platform plus coaching creates stickier retention
- Measurable capability growth justifies enterprise pricing
- Real-time verdicts reduce decision paralysis
- Coaching turns interventions into development opportunities
Sovereign defence batteries
Australia's only NATO-certified 6T battery manufacturer. Sovereign lithium-ion technology for defence mobility.
the problem
Australia's defence forces rely on foreign battery supply chains, creating security vulnerabilities.
what we shipped
Energy Renaissance manufactures NATO-certified 6T batteries in Australia with sovereign software.
what it taught us
- Sovereign manufacturing is a strategic national asset
- Defence procurement values supply chain security over cost
- NATO certification opens global defence markets
- Cybersecurity starts at the hardware level
have an idea worth building
we partner with founders to build AI into the heart of the business, not bolted on the side. yours could be next.