01
Discovery
A focused conversation to map your operations, identify the highest-value automation opportunities, and agree on where to start. No lengthy workshop needed.
We're building AI automation for operations teams. You describe the problem, we build and run the solution. No code, no hiring, no maintenance. Just outcomes.
Talking to operators in healthcare, legal, insurance, HR, and sport. If that's you, we want to hear from you.
No engineers to hire. No infrastructure to manage. Tell us the problem, we handle the rest.
A focused conversation to map your operations, identify the highest-value automation opportunities, and agree on where to start. No lengthy workshop needed.
Agents built for the workflows that need judgment, not just rules. Wired into the tools you already use, deployed on our platform, managed by us.
Automation built on proven platforms. We connect your existing stack, tighten the underlying process, and keep everything running. You just use it.
Continuous monitoring, tuning, and fixes. We run everything so reliability holds as your operations change. You focus on outcomes, not infrastructure.
You could reclaim 80% of that, saving roughly $16,627/month. Let's talk about which workflows to start with.
Look before we leap. Readiness checks, workflow mapping, and prototype tests so we're confident we're tackling the right problem before resources go in.
Automation and agents tailored to how you actually work. Short cycles, regular feedback, frequent releases so we learn fast.
Roll out across your team. We handle deployment, onboarding, and ongoing reliability. You use it from day one without managing infrastructure.
Optional ongoing monitoring, tuning, and fixes. Your stack keeps running smoothly as your operations shift.
Strategy lead
15+ yrs operations & product
ex-healthtech AI startup · product & ops
Engineering lead
15+ yrs systems & automation
ex-national sport platform · AI in prod
One of our founders worked inside Australia's leading national sport management platform, powering major sporting bodies and 3M+ participants, building AI assistants for volunteer administrators, generative game summaries, and automation that turned months of seasonal ops work into hours. The other worked inside a fast-growing healthtech company, where AI-powered clinical scribing delivered an 80% reduction in documentation time and reached 75% of Australian GP clinics. We're now building that same capability as a product any operations team can access, without needing a platform engineering team behind them.
Based in Melbourne · Talking to operators in healthcare, legal, insurance, HR, and sport
Hard lessons from shipping AI inside operations teams. These aren't values we invented. They're what we got wrong before we got it right.
Most AI projects fail because someone picked the tool before understanding the workflow. We talk to you first. The technology follows the problem, not the other way around.
We build, host, and manage the solution. You pay a recurring fee to use it. No code to maintain, no infrastructure to manage, no engineers to hire.
The people you talk to are the people building it. No account managers, no handoffs. We stay close because the feedback loop is everything at this stage.
The smallest workflow that proves the idea is the right place to start. We get something running in days, not months, so you know quickly whether it's working.
If we think automation won't solve your actual problem, we'll say so on the first call. We'd rather lose a deal than build something that doesn't matter.
Practical reading on automation and AI agents. No hype, no thought-leadership theater. Just what we'd tell an operator over coffee.
Patterns across customer support, ops, data extraction, and IoT, with concrete workflow templates you can adapt.
↗A real practitioner's account of turning supply-chain pain points into shippable AI-powered workflows.
↗A live library of community-built workflows: customer support, RAG, scraping, summarization. Useful as a starting point.
↗Official docs for Anthropic's CLI agent. Pairs well with custom internal tooling and one-off automation work.
↗Patterns for prototyping, design exploration, and shipping production UI with Claude in the loop.
↗Real work from inside real operations, before peoplease.ai existed as a company. More stories are being written as we work with our first discovery partners.
Months of seasonal ops work reduced to hours. Volunteer administrators self-serving in seconds. Match content generated automatically post-round.
→80% reduction in documentation time. 3 hours of daily note-writing reduced to 30 minutes. 1M+ consultations processed monthly.
→40% of tickets resolved without a human agent. First response time cut by 50%. CSAT improved while headcount stayed flat.
→60% of service requests handled without an agent. MTTR cut by 45%. IT team shifted from firefighting to proactive work.
→70% reduction in intake processing time. Contract generation from days to seconds. 50% of routine legal queries deflected via self-service.
→Case creation in minutes, not hours. Six months of entity history surfaced automatically. Every Fair Work procedure covered. Nothing missed.
→How we work, what you pay, and what to expect. Out in the open.
If you run operations in healthcare, legal, insurance, HR, or sport and you're drowning in manual work. We want to understand your problem. No pitch, just a conversation.