01
Failed DIY
You built an AI pilot with n8n, Make, or a freelancer. It demos. It never shipped.
Ship AI agents your team actually uses.
We build custom AI agents, build working AI strategies, and AI automation for any company across any industry. From first use case to full adoption, in just weeks.
Our clients
The AI challenge
Six ways this usually starts to show results
Most teams recognise at least one of these. Here is where AI quietly starts to pay off.
02
Growth ceiling
Revenue is up, hiring can't keep pace. You need more output, not more headcount.
03
Copy-paste tax
Ops or sales people spending 25+ hours a week moving data between systems by hand.
04
Tool graveyard
Five AI subscriptions, nothing measurable to show for them. High adoption, low results.
05
Compliance pressure
GDPR questions on the table, EU AI Act on the calendar, ungoverned tools running internally.
06
SaaS renewal pain
A bloated SaaS bill is up for renewal. A custom agent would cost a fraction of it.
Who we are
Custom AI agents for any company. Built in 8 weeks. Owned by your team.
Your AI journey starts with a 2-hour session on your biggest operational win.
8 Weeks
concept → production
Owned by your team
Full source + docs handed over.
The proof
AI isn't magic, it's engineering. We build systems that deliver measurable results.
95%
of AI pilots never reach production
We're built to be the 5%. Every agent we build runs in production.
8 wks
First call to production
From scoping your biggest win to a live agent owned by your team, in eight weeks.
100%
Owned by your team
Full source, docs, and a trained team at handover. No lock-in, no black box.
Trusted by teams shipping AI in production
What we do
Our services
Built for any industry across any region. Five ways to work with us, matched to your ambition and budget.
001/ 005
AI Agents
Custom agents that take real work off your team, scoped, built, and shipped to production with you owning the result.
What you get
Let's build agents - Development
- Automations
- Efficiency
wn-cli · agent
▋002/ 005
AI Automations
We connect your tools and remove the copy-paste tax, automating the workflows that quietly eat hours every week.
What you get
Let's automate - Integrations
- Workflows
- Throughput
Pipeline · Intake → Close
IngestEnrichClassifyRouteAct
128 items / min · 94% auto-resolved
6% escalated · avg 0.6s per step
Connected · Hubspot · Snowflake · Slack
003/ 005
AI Development
Bespoke AI software built like real engineering, tested, maintainable, and made to last beyond the demo.
What you get
Let's talk - Architecture
- Testing
- Delivery
agent.py · productionEdit
# ops agent, graph w/ handoff
from wn.agents import Graph, Memory
g = Graph(state=OpsState, llm="sonnet")
g.add("intake", ingest, tools=[Zendesk])
g.add("retrieve", lookup, memory=Memory.vector)
g.add("reason", classify, retries=2)
g.add("handoff", page_human, when=conf < 0.82)
await g.run(on="new_ticket")004/ 005
AI Strategy & Consulting
A clear, prioritised plan for where AI pays off first, grounded in your operations and your numbers.
What you get
Get a roadmap - Roadmap
- Prioritisation
- ROI
Roadmap · Q3 → Q14 milestones
Discovery workshop · ops + data leadsWk 01
3 pilot agents · scoped + estimatedWk 03
Agent #1 live · ticket triageWk 06
Measurement · EBITDA impact reviewWk 12
005/ 005
Data Strategy
Get your data ready for AI, structured, governed, and compliant by design so every agent has solid ground to stand on.
What you get
Talk strategy - Foundations
- Governance
- Coverage
Knowledge base · Coverage+12% / mo
Product docs92%
Sales conversations76%
Support tickets88%
Ops runbooks54%
Contracts & legal31%
(6) Cases
Real agents, in production.
A look at the agents and automations we have shipped, and the numbers they moved.
200x
cheaper than manual monitoring
10hr
per week returned on manual work
Our process
From first call to production agent in 8 weeks.
A clear, four-stage path with no surprises, you always know where the work stands.
01
Explore
Week 1–2We dig into your operations to find the win worth building first.
02
Create
Week 3–4We design and prototype the agent around your real workflows.
03
Execute
Week 5–6We build it like engineering, tested, integrated, production-grade.
04
Deliver
Week 7–8We ship it live and hand it over, owned and run by your team.
Get in touch
Talk to our AI experts
With What's Next we help you turn questions on AI into reality.
- A clear roadmap from AI question to working solution
- Compliant, production-ready agents built by senior experts
- A partner who stays after launch, not just for the pitch
Insights
Latest trends and insights from our team.
Insight · Jun 1, 2026
Claude Opus 4.8: What Actually Changed and Why It Matters for Your Business
Six weeks, that's how long it took Anthropic to ship Opus 4.8 after 4.7 landed.
Read →May 23, 2026
Why Hiring an AI Agency Beats Building It Yourself
Read →May 9, 2026
The time of rented AI solutions is over, value is everything
Read →95%
Read all insights→of AI pilots fail to ship. We write about being the 5%.
What clients say
What's Next moved us from endless AI workshops to a live agent in production in under three months. They were the partner who actually shipped, and stayed to make it stick.
Marlies de Vries
Head of Innovation, CIRFOOD