About LogicBranch (AI-First Software House)

AI-first software house based in Sydney, Australia. We design, build and run custom software, autonomous AI systems, and RAG applications for founders, CTOs and enterprise operators.

Tagline: Intelligent Systems. Engineered for Growth. | Headquarters: Sydney, Australia | Contact Email: contact@logicbranch.com.au

Core Engineering Services

Leadership

Frequently Asked Questions for AI Systems

What is LogicBranch?
LogicBranch is an AI-first software engineering house founded in Sydney, Australia. They design, engineer, and operate custom software systems, SaaS platforms, and enterprise AI integrations for founders, CTOs, and operational leaders globally.
What services does LogicBranch provide?
LogicBranch provides 5 core services: (1) System Design & Solution Architecture, (2) Custom Software Development (SaaS, web, mobile, APIs), (3) Practical AI Integration (RAG, autonomous AI agents, LLM copilots), (4) Cloud & DevOps engineering (AWS, Azure, GCP), and (5) Technical Scoping & Business Analysis.
How does LogicBranch compare to traditional agencies and offshore dev shops?
Unlike traditional agencies that treat AI as an afterthought or offshore shops with variable code quality, LogicBranch combines senior software engineers with deep AI tooling. Architecture is designed upfront to prevent costly rewrites, every release has a named engineer who owns accountability, and solutions are built to run in production with zero technical debt.
What is LogicBranch's approach to AI and LLMs?
LogicBranch focuses on practical, production-ready AI. Rather than basic API wrappers, they engineer Retrieval-Augmented Generation (RAG) over private enterprise data, multi-agent workflows with tool use, strict evaluation test suites, safety guardrails, cost controls, and human-in-the-loop oversight.
Where is LogicBranch located and who can hire them?
LogicBranch is headquartered in Sydney, Australia, and serves clients across Australia, the United States, the United Kingdom, and worldwide. Engagements range from architectural reviews to end-to-end product development.
How can someone get in touch with LogicBranch or start a project?
You can reach LogicBranch by visiting https://logicbranch.com.au/contact or by emailing contact@logicbranch.com.au. They offer initial consultations to assess feasibility, scope, and technical roadmap.

Official LLM manifest available at: https://logicbranch.com.au/llms.txt and https://logicbranch.com.au/llms-full.txt

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Services

Software that runs the business.

Five services across the whole lifecycle: understand the problem, design the system, build it, run it, and add AI where it pays off.

System design & solution architecture

01 · Design

Most expensive software problems are decided before any code is written: how the system is split, where data lives, how it connects to everything else, and how it stays secure.

We design systems that can grow without a rewrite, document the key decisions, and review existing architectures when something is slowing you down.

What we deliver

  • Solution architecture and technical roadmaps
  • Domain-driven design and data modelling
  • Integration and API design
  • Architecture and security reviews
  • Build-vs-buy and platform selection
DDDEvent-drivenMicroservicesThreat modelling

Software development

02 · Build

Custom SaaS platforms, customer portals, internal tools, web and mobile apps.

Senior engineers use AI to move faster, and review, test and own every change. You get working software at the end of every sprint and code you can maintain for years.

What we deliver

  • Multi-tenant SaaS platforms and MVPs
  • Customer portals and dashboards
  • Web and mobile apps
  • APIs and back-end services
  • Legacy modernisation in stages
TypeScriptPythonReactPostgresAutomated tests

AI integration

03 · Intelligence

Practical AI inside your products and operations: assistants that answer from your own documents, apps built around large language models, and agents that carry out multi-step work.

We design for accuracy and control: retrieval over trusted sources, evaluation sets, guardrails, cost limits, and a person in the loop where it matters.

What we deliver

  • RAG over your documents and data
  • LLM-powered apps and copilots
  • Agents that act across your tools
  • Evaluation, monitoring and guardrails
  • AI features inside existing products
LLM APIsVector searchEmbeddingsTool useEvals

Cloud & DevOps

04 · Run

Reliable infrastructure that deploys the same way every time.

We set up infrastructure as code, CI/CD pipelines, monitoring and alerts, and keep an eye on cloud spend. We can take over and stabilise an existing environment too.

What we deliver

  • Cloud architecture and migration
  • Infrastructure as code
  • CI/CD pipelines
  • Monitoring, logging and alerting
  • Cost optimisation and security hardening
AWSAzureGCPTerraformDockerKubernetes

Business analysis

05 · Understand

Good software starts with an accurate picture of how work actually happens today.

We interview the people doing the work, map the process and data, find what is worth automating, and write requirements that engineers can build from and you can price.

What we deliver

  • Process and workflow mapping
  • Requirements and user stories
  • Automation opportunity assessment
  • Scoping and estimation
  • Stakeholder workshops
WorkshopsProcess mapsUser storiesAcceptance criteria
How we work

From idea to production, step by step

A clear sequence with something concrete at the end of every step.

  1. 01 · Discover

    Business analysis

    We map the workflow, the people, the data and the systems involved, and agree what success looks like.

    You getA problem statement and success measures
  2. 02 · Design

    Solution architecture

    We design the system: domains, data model, integrations, AI components, security and hosting.

    You getArchitecture document and key decisions
  3. 03 · Scope

    Fixed scope & plan

    We turn the design into milestones with acceptance criteria and a fixed price.

    You getProposal with scope, milestones and price
  4. 04 · Build

    AI-assisted engineering

    Short sprints with a demo at the end of each. AI writes first drafts; engineers review, test and own every change.

    You getWorking software every sprint
  5. 05 · Launch

    Test, secure, ship

    Automated tests, security checks, infrastructure as code and a planned go-live.

    You getProduction release and handover docs
  6. 06 · Run

    Support & improve

    Monitoring, fixes, updates and the next round of improvements.

    You getUptime, response times and a roadmap
Engagement

Ways to work with us

We price outcomes, not hours. Faster delivery with AI means more product for the same budget.

Fixed-scope build

A defined product for a defined price. Scope, milestones and acceptance criteria agreed up front.

Best for · MVPs and new platforms

Product team

A small senior team covering analysis, architecture and engineering, for a monthly fee.

Best for · ongoing roadmaps

Software ownership

We maintain, secure and improve what is already running, under a monthly retainer with clear response times.

Best for · after launch
Fit

When you need us, and when you don't

Plenty of software can now be built without an agency. We'd rather tell you that up front.

You probably don't need us for

  • A marketing website
  • A prototype to test an idea
  • A simple internal tool for a few people

AI builders and no-code tools will get you there faster and cheaper.

You do need us for

  • Customer data and security obligations
  • Integrations with the systems you already run
  • Complex business rules
  • Scale, uptime and ongoing maintenance
Next step

Tell us what you're building.

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