Anyone can sell you an AI agent. We're the automation partner that shows you the test results before you pay — every build ships with published evaluation evidence, not promises.
Five questions. No email required. Get an honest read on where automation would pay for itself first in your business.
1. Where do the most staff hours disappear?
2. What breaks when your best person goes on leave?
3. Have you tried AI tools already?
4. What would one reclaimed day per week be worth?
5. Your customer contact volume is…
Phone agents that book, route, and answer 24/7 — built on the same stack as our published capstone, with real evaluation results.
n8n and API automations that move data between your systems so your people stop being the glue.
Assistants grounded in your documents — policies, product docs, procedures — that cite their sources.
Live dashboards that replace the weekly spreadsheet ritual. Numbers that update themselves.
Practical staff training: what to use, what never to paste into a chatbot, and how to get real value safely.
Identity verification, agent-assist, auto-summaries, and voice front doors for high-volume operations.
Already have AI? We test it like it matters — golden datasets, failure analysis, judge calibration — and hand you the evidence. Know it works, or know why it doesn't.
We map where your hours go, what to automate first, and what it returns — before you spend a dollar on builds.
Your operation mapped, top 3 opportunities scored by hours saved, and a build-ready plan. One week. Why paid when others audit free? Because free audits are sales pitches — ours is independent, and sometimes the answer is "don't automate this." And if you build with us within 30 days, the full $2,500 is credited to your build — the audit becomes free.
Find where the hours go. Score the opportunities. Pick the winner.
Ship the first automation in weeks, not quarters.
Measure hours saved with real numbers — every build carries evaluation results.
Roll what works across the business. Retire what doesn't.
Automations save hours. Becoming AI-native changes what your business can do. Three ways we take small and medium businesses from "we tried ChatGPT" to AI running through the operating model.
Executive training for owners, boards, and leadership teams: what AI actually does, where the risks live, how to read a vendor pitch, and how to govern what your teams deploy. Half-day or two-session format, no code, no hype.
A staged program taking your business from current state to AI-native: opportunity map, capability build, workflow redesign, and an operating rhythm where AI carries real work — with humans owning the decisions that matter.
AI projects fail on people, not technology. Adoption planning, role redesign, staff training paths, and the communication that turns "AI is taking my job" into "AI took my busywork."
Why the AI lifecycle is not your Agile or PRINCE2 lifecycle. Traditional delivery assumes deterministic software: fixed requirements, test once, ship, close the project. AI systems are probabilistic — they need evaluation instead of test cases, monitoring instead of closure, and improvement loops instead of change requests.
| Traditional (Agile / PRINCE2) | AI lifecycle |
| Requirements are fixed and testable | Outcomes are probabilistic — defined by evaluation criteria |
| Test once, then ship | Continuous evals — every model or prompt change is re-tested |
| Project closes at handover | System is monitored, drifts, and improves in production |
| Stage gates sign off documents | Eval gates sign off measured behaviour |
We hold PMP, PRINCE2, and IBM AI Product Management certifications — we speak your PMO's language and run the AI lifecycle it hasn't met yet.
Everything we sell, we've built and published. No stock-photo case studies — real systems with verifiable results.
LangGraph + ElevenLabs, human-approval gates on every write action, published evaluation scores (macro F1 0.83) with verifiable experiment receipts.
10 specialist AI agents coordinating work over Slack with cost tracking and a live dashboard.
Health platform with deterministic safety gates and a 610-test suite — the standard we bring to every build.
Support-operations dashboards with AI-generated insight summaries.
In aged care or healthcare? You need the governance layer too — that's our specialist practice.
GVRN-AI Governance →