Major bank complaint resolution overhaul
A multi-agent AI system classifying complaints by tone, policy, and regulatory category — regulatory deadlines met, every audit trail intact, 85% team adoption.
Now accepting new partners — Sydney · Barcelona
From pilot to scale — we turn AI into real-world advantage across people, performance, and process.
Trusted by leaders at
We blend strategic thinking with operational excellence to deliver transformation that sticks.
03Selected work
Real AI transformation doesn't live in strategy decks — it lives in execution.
A multi-agent AI system classifying complaints by tone, policy, and regulatory category — regulatory deadlines met, every audit trail intact, 85% team adoption.
Agents embedded directly into frontline workflows with guardrails, escalation paths, and role-tailored training — time handed back for higher-value customer moments.
Decision rituals, funding guardrails, and a delivery playbook linking roadmaps to measurable outcomes — 8+ enterprise programs launched with clear ownership.
A proven four-phase engagement — compressed for speed, hardened for production. Every step produces a decision-grade artefact.
Two-week deep dive: process telemetry, workflow shadowing, model and data audit, and a quantified opportunity ledger.
Reference architecture, agent contracts, data flow and governance model. Executive-approved before a line of code ships.
Engineering sprints with embedded SMEs. CI/CD, observability, red-team evals, SOC2-aligned controls — shipped, not prototyped.
Ongoing optimisation, model-ops, and team enablement so value compounds quarter over quarter — long after we hand over the keys.

“AI shouldn't replace judgement — it should sharpen it. Our work begins where strategy meets code, and it doesn't end until the system earns its keep, every quarter, at scale.”
Blends strategic thinking with operational excellence. Sees the big picture while delivering outcomes with detail and discipline.
AI shouldn't be limited to big budgets. The Makeover Kit gives owners guided workflows, ready-to-use assistants, and practical automations that reduce friction and open space for more meaningful work.
Step-by-step guidance so owners can prioritise and launch quickly without extra headcount.
Modern messaging and visuals that build trust and make your offer instantly clear.
Practical playbooks for bookings, follow-ups, and handoffs that remove friction from daily work.
Pre-configured assistants that draft replies, summarise messages, and answer common questions using your context.
Targeted automations for messaging, reminders, and status updates that return time to owners and teams.
Simple, real-time visibility across leads, customers, and revenue signals to guide the next best action.
A 45-minute strategic session with principal-level thinkers. No pitch deck — we diagnose your highest-leverage workflow and propose the build that unlocks it.
Small business? Ask about the AI Makeover Kit — conscious AI for every scale.