We run our lab on coordinated AI agents — and build the same for you.
Humans direct, agents execute. Kaikaku Labs designs, deploys and governs coordinated AI agent systems, with human oversight at every layer. This site is proof: it's built and run by the system we sell.
How we help
Three ways we put coordinated agents to work — see it live in the projects hub below.
Agent orchestration
We design, deploy and operate coordinated agent systems — the same ones that run our own lab.
See examplesBusiness & operational systems
Enterprise-grade systems for operations and management — performance, workforce, procurement.
See examples
Who's behind it
Kaikaku Labs was created by Rodrigo Souza, an engineer who grew up inside real companies, not just presentations. He began on the quality and audit side, working with ISO 9001, ISO 14000, GMP, HACCP and safety standards, learning how systems, routines and people actually hold a business together. From there he moved into Falconi (INDG) as a senior consultant, and later into executive roles leading operations, commercial strategy and finance across different countries and cultures, especially in the global meat and FMCG industry.
His academic path combines Food Engineering with advanced training in production and operations, finance, auditing, controlling and valuation, now complemented by formal studies in Data Science at USP. The way he thinks is straightforward: clear goals, numbers on the table, strong cause-and-effect logic and a constant push for people to grow with the challenge instead of hiding behind process or hierarchy.
Kaikaku Labs was born when Rodrigo saw the limit of ‘continuous improvement’ alone. A whole generation built ISO, PDCA and better processes, yet many companies still live in noise: too much data, bad routines, unclear ownership and weak decisions. The name Kaikaku (改革) means radical change, not just polishing what already exists. It reflects how Rodrigo sees his work: bring clarity and transparency into the chaos, organize knowledge and real-world wisdom, and then create a true breakthrough in how companies decide, execute and win.
Frequently Asked Questions
We work with projects of various sizes, from short-term strategic consultations (2-4 weeks) to full implementations spanning several months. What matters most to us is the alignment between the challenge and our expertise — not the contract size.
Yes. Although we are based on the Gold Coast, we serve clients worldwide. Our work model is remote-first, with efficient asynchronous communication and alignment meetings in compatible time zones.
We start with an in-depth assessment of your current context — available data, existing processes, and business objectives. From there, we design a technical and strategic roadmap, prioritizing quick wins and long-term results. Implementation can be done by our team or in partnership with your internal team.
Three things: technical depth (we're not just strategists — we build and ship to production), the Kaikaku approach (we pursue radical transformation, not patches), and full transparency (you always know exactly what we're doing and why).
Insights & Content
Articles, videos, and resources on AI, data, and digital transformation.
The projects hub
Every project the lab has built, in one place — live client systems, internal tools and research prototypes. Proof of what we build, not a product catalog.
Agent orchestration
Agentic Company OS
The lab that runs itself, built to run for you
The system that operates Kaikaku Labs: nearly 200 configured agents organised in directorates and areas, each with a written charter, mandate and curated skills, working under one operating standard with automated checks and human sign-off. Built on Paperclip (open source) and Claude. In operation since 2026.
GetSOLVD
Agentic work, delivered
A production agent system that coordinates multiple AI agents to carry a real task from request to result, end to end.
Lumen
Growth marketing for wellness businesses
A boutique growth agency for yoga studios, therapists and wellness brands: brand strategy, segment landing pages and an AI 'squad' that produces social content end to end — research, copy and design — with human checkpoints at every step.
Products
Contrato Claro
Contracts, read for you
An AI system that reads a contract and explains it in plain language — clauses, risks and what to watch for — so a non-lawyer can decide with confidence.
clareIA
AI, made legible
A content engine that turns dense AI topics into short, clear pieces at scale — proof that our pipelines produce real output, on schedule.
Premium Online
See next year's insurance premium today
Workers' compensation premiums are a black box until renewal. Premium Online applies a claims-prediction model from our MBA research to show employers their projected premium a full year early — with a what-if simulator for every open claim.
YouTube Curadoria
Your watch history, turned into a library
A local-first pipeline and web app that turns a raw YouTube data export into a curated, searchable library — thousands of channels classified into a clean hierarchy, with a 'watch again' ranking and zero data leaving your machine.
Business & operational systems
GPD
KPIs out of spreadsheets, into decisions
An enterprise performance-management platform that replaced Excel-based KPI control at a large food-processing group: targets, ownership, monthly submissions and multi-level approvals across business unit, site and area — with a full audit trail and an executive 'Book of Results'.
Manning Planner
The right people in the right positions, every shift
A constraint-optimisation system that assigns hundreds of workers to production positions each shift at minimum labour cost — respecting training gates, headcount caps and area policy — with a historical backtest that turns the plan into a verifiable business case.
Freight Validator
Every freight invoice, checked against the contract
A document-AI system that reads freight invoices, matches each charge against the contracted rate card and returns a verdict — correct, incorrect or needs review — with the reasoning attached, replacing hours of manual reconciliation.
Ready to transform your data into decisions?
Let's talk about how artificial intelligence can accelerate your business results.
Get startedData is the new territory. Clarity is the compass. We are the guide.
Made with dedication on the Gold Coast, Australia