KthologyWorkflow audit & friction mapping
We interview frontline staff to find daily bottlenecks, such as manual data entry, repeat queries and slow approvals, and turn them into a prioritised automation roadmap.
Your dedicated AI lead, without the full-time hire.
We embed an AI Systems Specialist in your organisation to map friction, build automations, oversee vendors and lay the foundation for your own AI capability.
- From workflow audit to working automations
- Technical bridge to your vendors
- You keep the capability
The real problem
Most companies know they need AI. Few have anyone who can lead it.
A full-time AI hire is expensive and slow. A generic consultant gives you a slide deck, not a working system.
Full-time hire
Months to recruit, a six-figure salary, and time to learn your systems before they deliver anything.
Generic AI consultant
Delivers a strategy document, doesn’t know your systems, and is off the project in four weeks.
Kthology embedded specialist
Embedded from day one, builds alongside your team and hands ownership over to you.
What we deliver
End-to-end AI systems work, from discovery to handover.
AI roadmap & architecture
A phased roadmap that fits your budget and risk tolerance: quick wins first, then deeper integration as confidence builds.
Vendor & tool oversight
We act as your technical lead with external AI vendors, reviewing deliverables, managing scope and making sure integrations fit your systems.
Custom integration build
We connect AI tools to your databases, CRMs, messaging platforms and ERPs with production-ready automations your team owns.
Staff enablement & handover
We train your team to run, maintain and extend what we build, so you gain capability instead of dependency.
AI Centre of Excellence setup
For longer engagements, we help you set up governance, evaluation frameworks and the processes behind a lasting AI function.
Who this is for
You’re ready for this if any of these sound familiar.
- You want to hire an AI specialist but lack the in-house knowledge to onboard them well.
- You have AI vendors but no one internally to review their work or manage scope.
- Your teams do repetitive work that could be automated, but no one has time to scope it.
- You want to move fast but worry about compliance, data exposure or vendor lock-in.
- You started AI projects that stalled or never reached production.
- Leadership wants an AI strategy but no one can turn it into technical execution.
What you get
- Workflow friction audit with prioritised automation opportunities
- Phased AI roadmap with effort, cost and impact estimates
- Custom AI automations connected to your existing systems
- Vendor review and technical oversight for third-party builds
- Staff training and operational handover documents
- AI governance and evaluation framework (longer engagements)
Why Kthology
We build, not just advise.
Embedded, not remote
We work in your team’s rhythm, not as a consultant you brief once a month.
Production-first
Every automation is designed for real use, not a demo: robust, integrated and maintainable.
Vendor-neutral
We recommend the right tools for your situation, not the ones that pay us a referral fee.
Capability transfer
Your team learns as we build, so you are never stuck waiting for us to make changes.
FAQ
Common questions
Is this a hire or a service?
It’s a service. You get dedicated AI systems expertise without the overhead of a full-time hire. Engagements are scoped by project or retainer, and you can scale up or down.
How is this different from a generic AI consultant?
We don’t just advise, we build. Our specialist joins your team, learns your workflows and systems, and delivers working automations alongside the strategy.
What does a typical engagement look like?
We start with a 2 to 4 week discovery sprint of staff interviews, system mapping and a friction audit. Then we deliver a roadmap and start on quick wins within the first month.
Do you work with our existing vendors?
Yes. We can audit and manage your existing AI vendors, review their deliverables and integrate their work into your wider systems.
Which industries do you work with?
We have worked across travel, healthcare, retail, finance and professional services. If your business runs on repetitive workflows and data, we can help.
What happens at the end of the engagement?
Knowledge transfer is part of every engagement. We document everything, train your team, and can stay on as an advisor.
Get a quote
Start with a discovery call. No commitment required.
We’ll map your highest-value automation opportunities and show you what an embedded specialist engagement would look like for your organisation.