AI AT WORK · BY INDUSTRY
Tangible AI workflows on top of the systems you already use.
We identify the specific daily workflow we can make smarter — per vertical, connected to the tools your team runs every day. Pick an industry to see the systems in play, the strongest AI use cases, and the MORAII demo.
Kitchen industry
Main need — From customer wish to design, quote, calculation, order, and planning.
Strong AI use cases
- AI kitchen advisor on the website: style, budget, dimensions, household situation, appliance preferences
- Automatic intake before a showroom appointment
- Calculator that estimates budget, materials, appliances, and installation
- Design agent that converts customer input into a briefing for the kitchen designer
- Quote explanation agent: makes complex quotes understandable for the customer
- Order check: verifies fronts, handles, countertop, appliances, and installation logically match
- Ordering agent towards suppliers / purchasing organization
- Follow-up agent after showroom visit: objections, alternatives, financing, appointment scheduling
- Service agent for delivery times, installation questions, and warranty
IN PRACTICE
What this looks like, function by function.
Beyond industries, here's what agentic redesign looks like inside a single business function — before and after. This list grows as we deliver more.
From scattered notes to structured pipeline.
Before: lead notes in email threads, manual follow-up, no visibility on what's working. After: structured intake, AI-powered lead scoring and outreach sequencing, pipeline that runs itself.
Agent + workflow redesign · 4–6 weeks
From ad-hoc content to a running content engine.
Before: content planned week to week, inconsistent output, no clear view on what performs. After: a structured content workflow, AI-assisted drafting and scheduling, one view of what's working.
Agent + workflow redesign · 4–6 weeks
From manual CV review to guided candidate ranking.
Before: hours spent screening applications, inconsistent shortlists, slow process. After: guided intake, AI screening against defined criteria, ranked candidates with structured reasoning.
Agent + structured workflow · 2–4 weeks
From supplier chaos to structured resolution flows.
Before: supplier questions in inboxes, PO issues handled ad hoc, no audit trail. After: structured intake, automated matching and escalation, spend visibility and governance built in.
Agent + governance layer · 4–6 weeks
From manual contract review to guided first-pass checks.
Before: contracts reviewed line by line by hand, turnaround inconsistent, easy to miss a clause. After: structured intake, AI-assisted first review against defined criteria, faster and more consistent sign-off.
Agent + review workflow · 2–4 weeks
See your industry's workflow in 5 minutes.
Tell us your vertical and the systems you run — we'll show you the agent that fits.