Two Red Kites is a Brisbane software consultancy that built four specialist AI systems — Janus for development, Gaia for design, Hermes for marketing, and Sotaria for security — instead of hiring a larger team. These systems let a small group of senior engineers deliver the breadth and quality of a much larger firm. This post explains why we took that approach and what each system does.
There’s a standard playbook for growing a software consultancy. Win a bigger client, hire more developers. Need design work, hire a designer or subcontract a design agency. Client asks about security, bring in a penetration testing firm. Marketing? Another agency.
Before you know it, you’re coordinating five different firms, nobody owns the full picture, and the client is paying for the overhead of keeping everyone aligned.
We decided to do something different.
The Problem with Throwing People at Problems
When a large consultancy takes on a project, they assign a team: project manager, business analyst, a few developers (some senior, some junior), a QA tester, maybe a designer. If the project needs a security review, that’s a separate engagement with a separate team. Marketing optimisation? Another vendor entirely.
This model works. It’s proven. But it has three fundamental problems:
Coordination costs are invisible but real. Every handoff between teams (between the dev team and the security auditor, between the developer and the designer, between the PM and the client) introduces delay and information loss. The more people involved, the more time is spent making sure everyone is on the same page.
Junior developers are the margin. Large consultancies make money by billing junior developers at senior rates, or by having a few seniors supervise many juniors. The client pays for 10 people but gets the output capacity of 4 experienced ones.
Breadth requires multiple vendors. A development agency doesn’t do penetration testing. A security firm doesn’t do marketing. So the client ends up managing three or four relationships, three or four invoices, and three or four firms that don’t talk to each other.
What We Built Instead
We’ve spent the last three years building four specialist AI systems that handle the functions traditionally requiring separate teams or vendors.
Janus: Development Orchestration
When code is written on a 2RK project, it doesn’t go through a single reviewer and a manual QA pass. Janus coordinates parallel review by five specialist agents simultaneously — a software architect checks the design, a security engineer looks for vulnerabilities, a QA specialist verifies test coverage, a UX reviewer checks the interface, and an SEO engineer validates search optimisation.
In a traditional agency, these reviews happen sequentially (if they happen at all). The architect reviews on Monday, security on Wednesday, QA on Friday. With Janus, they happen at the same time. A week of review compressed into minutes.
Janus also enforces our development workflow: five phases from setup to merge, with safety guardrails that prevent the kinds of mistakes that cause late-night production incidents. Mandatory code review before merge. Automated backup before any destructive git operation. Every task tracked from ticket to deployment.
Gaia: Design Intelligence
Gaia understands that a dashboard for a water treatment plant needs different design patterns than an e-commerce storefront. It has 10 built-in context patterns (SaaS applications, BI dashboards, e-commerce, documentation sites, and more), each with appropriate layout, typography, and interaction principles.
For new projects, Gaia produces working prototypes in days, not weeks. Not Figma mockups: real, deployable code with proper accessibility (WCAG 2.1 AA by default) and responsive design. See examples of this in our case studies.
For existing applications, Gaia can modernise the user interface without touching the backend logic. It detects whether the app uses Bootstrap or Tailwind and works within the existing framework. The result is a modern face on a proven foundation.
Hermes: Marketing Systems
Marketing for a software company shouldn’t be ad hoc. Hermes provides 33 structured workflows. SEO audits that tell you exactly what’s broken and how to fix it. Content strategy that maps topics to where your buyers are in their decision. Conversion rate optimisation that finds the friction on every page.
When we run an SEO audit, it’s not a person spending two days clicking through pages. Hermes systematically checks every technical SEO factor, every on-page element, every schema markup issue, and produces a prioritised action plan. The same thoroughness applies to content strategy, competitor analysis, analytics tracking, and email sequences.
Sotaria: Security Assessment
Security testing shouldn’t be something you do once a year when the compliance deadline approaches. Sotaria runs a three-phase penetration test: reconnaissance to map the attack surface, deep vulnerability scanning against known CVE databases, and active exploitation testing that actually probes for weaknesses.
The output is a professional report with semaphore severity ratings — red for critical, amber for medium, blue for low — with specific remediation steps for each finding. Not a generic “you should improve your security posture” recommendation, but “this header is missing on these pages, here’s the exact configuration to add.”
What This Means for Clients
The practical outcome is straightforward: a small team of senior engineers delivers the breadth and quality that traditionally requires a much larger firm.
See our full range of services to understand what this covers.
When you work with us, you get:
- Development with parallel expert review (not a single overworked reviewer)
- Design that understands your industry context (not a generic template)
- Security assessment integrated into the delivery process (not a separate engagement months later)
- Marketing optimisation done systematically (not ad hoc by whoever has time)
And you get it from the people who actually do the work. No project managers relaying messages. No account managers translating requirements. No junior developers learning on your project. Direct access to the senior engineers who built these systems and use them every day.
The Trade-Off
We should be honest about what this model doesn’t do.
We’re not a 200-person consultancy that can put 15 developers on your project simultaneously. If you need a massive team working in parallel on a tight deadline, a large firm may genuinely be the better choice.
What we offer is different: a smaller team that covers more ground because the systems handle the breadth. Development, design, security, and marketing: integrated, not siloed.
For mid-market businesses that have outgrown their current tools but don’t need (or want) a large consultancy, that trade-off works out well.
Why We’re Sharing This
We considered keeping this quiet. The systems are a competitive advantage, and explaining how we work gives competitors a blueprint.
But we’ve found that clients who understand our approach trust us more, not less. They can see that the quality of their code review, security testing, and marketing optimisation comes from systems refined over years. Not from a lucky hire or a good week.
And frankly, building these systems isn’t something you do over a weekend. They represent years of refinement across 11+ industries and over a decade of client delivery. Knowing they exist doesn’t make them easy to replicate.
If this approach resonates with how you want to work — senior people, specialist systems, direct communication — we’d like to hear from you.
Frequently Asked Questions
What are Janus, Gaia, Hermes, and Sotaria? They are four purpose-built AI systems created by Two Red Kites. Janus orchestrates development with 19 specialist agents providing parallel code review. Gaia handles design with 10 industry-specific patterns and produces working prototypes in days. Hermes provides 33 structured marketing workflows for SEO, CRO, and content. Sotaria runs three-phase automated security assessments with professional reporting.
How does AI-powered code review work? Janus coordinates five specialist agents simultaneously: a software architect, security engineer, QA specialist, UX reviewer, and SEO engineer. They review code in parallel, compressing what would be a week of traditional sequential review into minutes.
Is this approach suitable for large projects? For projects needing 15+ developers working simultaneously on a tight deadline, a large consultancy may be the better choice. Two Red Kites is designed for mid-market businesses that need enterprise breadth — development, design, security, marketing — without enterprise overhead.
Where is Two Red Kites based? Brisbane, Australia, with a 100% Australian team. Over 60% of clients are outside Queensland, serving businesses nationally.
Book a free 30-minute call → — no pitch, no obligation, just straight answers from the people who’d work on your project.