AI agents
Complete real work across voice, WhatsApp, chat, email and documents—not simply answer questions.
Enterprise AI & automation
Connect the business.
Automate what slows it down.
Wafel Intelligence helps manufacturers, distributors and complex businesses connect orders, inventory, operations, service and customer demand—then builds AI systems that act on the right information.
Reusable Wafel Intelligence foundationAdapted to your processes, systems and controls.
One operating picture Live signal
01
DemandWhat customers and channels need
02
OrdersWhat has been promised
03
OperationsWhat can actually be delivered
04
ServiceWhat happens after the sale
01 / The mandate
AI is only useful when it understands how the business really works.
We start by tracing how a request becomes an order, how that order becomes work, and how the result reaches a customer. Then we connect the missing information, automate the costly handoffs, and create new ways to serve and sell—without replacing the systems or people that already work.
02 / What we deploy
The foundation is reusable.
The operating system is yours.
We combine already-developed AI, CRM, workflow and automation building blocks with a deployment shaped around how your business actually works.
Operating applications
AI-native CRM, quoting, ordering, dealer, inventory, service and internal operations tools.
Connected business layer
A trusted flow across ERP, manufacturing, warehouses, finance and customer channels.
Control & governance
Permissions, approvals, monitoring, audit trails, escalation and managed model usage.
Works with what should remain
ERP · Manufacturing · Warehouse · Finance · Telephony · Legacy data
Replaces what holds the business back
Fragmented CRM · Manual portals · Spreadsheets · Disconnected workflows · Outdated internal tools
No automatic rip-and-replace. We connect the systems worth keeping and selectively replace the ones preventing the business from moving faster.
Built from operating experience
The Wafel Intelligence foundation comes from live CRM, workflow, sales and automation systems developed for growing businesses. Enterprise deployments add the deeper integrations, controls and scale required for complex organisations.
03 / The work
From disconnected process
to one intelligent operation.
Find the gaps
Map the systems, decisions and manual work that create delay, cost or lost demand.
Connect the operation
Create a trusted flow between manufacturing, inventory, orders, partners and service.
Automate the work
Deploy governed AI workflows for exceptions, quoting, replenishment, support and follow-up.
Create new growth
Turn connected operations into better channels, offers and direct customer experiences.
04 / Where it pays
Start where delay is expensive.
The best first use case is rarely “add a chatbot.” It is a process where people are already spending time chasing information, correcting errors, or explaining the same exception again and again.
Orders, stock & fulfilment
Give teams and customers one reliable answer on availability, allocation, lead time and delivery risk.
Dealer & partner operations
Automate ordering, replenishment, scheme questions, claims and account follow-up across the channel.
Credit & collections
Prioritise risk, prepare account context and prompt the right human action—without automating judgement.
Service & warranty
Diagnose common issues, verify coverage, locate parts and coordinate replacements or field support.
Installer & field networks
Route qualified work, collect quotes, verify completion and keep the customer informed end to end.
Demand & production signals
Turn orders, channel movement and service data into clearer planning and earlier exception warnings.
AI sales & configuration
Help a buyer choose the right product or solution, build a brief, request a quote and continue the follow-up.
New digital offers
Combine products, services and partners into complete solutions the market can understand and buy.
06 / Engagement model
Prove value before you scale.
We do not begin with a giant technology programme. We find one valuable operating problem, prove the intervention, and expand only when the evidence says it works.
Built with your team.
Transferred into your operation.
Transferred into your operation.
We launch alongside the people who run the process. Your team keeps control; Wafel Intelligence can continue to monitor, optimise and expand the system.
01
Map
Understand the current process, systems, data, decisions and economics.
Typical: 2–3 weeks02
Build
Configure the foundation and integrate one live workflow around a measurable outcome.
Scoped by workflow03
Run
Operate with real users, monitor failures and prove the commercial and operational result.
Measured in production04
Scale
Extend what works across teams, regions, channels and adjacent processes.
Phased by valueWhat the first pilot must prove
No invented ROI. A baseline, a live result and a decision.
01Cycle time
02Manual touches
03Response & resolution
04Errors & exceptions
05Cost per transaction
06Revenue captured
07 / The business case
Measure the work in operating outcomes—not AI activity.
01Lower cost to serve
Less repetitive handling, fewer avoidable contacts, better self-service.
02Fewer costly surprises
Earlier warnings when stock, credit, capacity or delivery puts a promise at risk.
03Faster commercial response
Quicker answers, quotes, configurations and partner follow-up.
04Better working capital
Clearer inventory movement, collections priorities and demand signals.
05New revenue paths
Digital solutions that combine products, service and trusted partner capacity.
Governed by design
Automate the routine. Keep people in control of consequences.
Retrieve, classify, prepare, recommend, route, monitor and follow up.
Commercial exceptions, credit decisions, safety matters and high-impact commitments.
Sources, actions, permissions and outcomes so the operation remains accountable.
Built for operational complexity
ManufacturingDistributionMulti-site operationsService networks
W
A useful first conversation
Bring us one expensive,
messy process.
We will help you understand where the value is, what needs to connect, and what a credible first pilot should prove.