CALEDAPT
AI
You do not need another tool. You need to know where time and money are leaking in the business, and whether AI can honestly help. We find that first, then build it properly — with a human approving anything that matters.
Caledapt starts with the business problem rather than forcing a model or chatbot into the organisation. Most firms begin with a tool they have heard of, then spend a year finding a use for it.
Repeated admin, bottlenecks, buried knowledge, manual handoffs and high-friction customer interactions become visible as one connected system. Invoicing, quoting, chasing orders, rekeying data between systems: the boring glue is where the hours go.
Departments can work independently while leadership keeps visibility over permissions, approvals, knowledge access and accountability. Finance does not need to see the HR knowledge base, and neither needs to wait on one person to approve everything.
Interface, rules, data, AI, approval and monitoring are assembled together so the outcome is reliable rather than impressive only in a demo. A document assistant that cannot cite its source is worse than no assistant, because people stop trusting it.
Automation, company knowledge, drafting, triage and multi-step workflows are tied to measurable operational problems. The question is not what AI can do. It is what changes on Monday.
Assess. Pilot. Implement. Improve. Every stage has a deliverable, a decision point and a reason to exist — including the decision to stop. If it does not earn its place, it comes out.
Most AI projects fail for predictable reasons. These are the three Caledapt treats as non-negotiable, and they are why the work survives contact with a real business.
We measure the current process before changing it. If a workflow is already efficient, automating it wastes money. Some findings end a project, which is the correct outcome, not a failure of it.
Baseline firstThe system prepares and proposes. A named person approves anything that moves money, commits the business, or reaches a customer. That is not a limitation being worked around — it is the point.
Human in the loopRules are documented, permissions are explicit, and meaningful actions stay traceable. If the system only works because one person knows how it works, it is not finished.
Auditable by designIf someone asks ChatGPT, Copilot or Perplexity how to buy from you, they get an answer assembled from whatever your site makes easy to find. If your prices, hours and contact details are invisible to a machine, that answer is vague — or it is a competitor.
Agent Gateway makes your business legible to AI customers and keeps it that way. It measures how far an AI customer can actually get — discover, understand, evaluate, get prices, enquire, quote, book, buy — then holds that position with monitoring.
The mechanics repeat across sectors; the bottlenecks do not. These are the ones Caledapt works in most often.
Caledapt does not publish invented savings, invented clients or invented case studies. There is no page here claiming a business saved 40 hours a week, because no client has been measured doing that yet.
What exists instead: a free assessment, fixed-price diagnostics with stated scope, and implementation quoted per project. If the honest answer is that a standard product fits better than bespoke work, or that a process does not need automating, that is usually what you will hear.
If you want proof before a conversation, take the free AI Readiness Check. It is useful whether or not you ever speak to us.
Start free, start fixed-price, or go deeper. Every route is designed to end with a concrete next step rather than a sales sequence.
Ten minutes in your browser. Readiness across process, data, technical, governance and workforce. Nothing is uploaded and nothing is emailed to anyone unless you ask.
Start free assessment →A structured examination of repetitive work, handovers, bottlenecks and data movement, ending in a prioritised opportunity map. Half a day on site, remote across Scotland.
See assessment details →Deeper analysis across multiple functions, producing a prioritised 90-day automation roadmap with governance built into each item.
Compare audit options →Bespoke implementation is quoted per project. Agent Gateway, which keeps your business visible to AI customers, starts at £19 per month per business — see the Gateway plans.
It starts by finding where work is repetitive, slow or dependent on someone remembering to do it. Then you build the smallest useful system around that work — with a human approving anything consequential — measure whether it actually helped, and only keep what earned its place. Caledapt does not start with a model or a chatbot.
The AI Readiness Check is free and takes about ten minutes in your browser. A structured Operational Automation Assessment is £695. A deeper audit is £1,250 for a half day or £1,995 for a full day, ending in a prioritised 90-day roadmap. Bespoke implementation is quoted per project. Agent Gateway subscriptions start at £19 per month per business.
It can be, and that is a design question rather than a yes or no. Anything consequential should stop for a human approval, each role should only reach the knowledge it needs, and meaningful actions should stay traceable. Caledapt builds those controls in from the start rather than adding them later. More detail on data safety.
Start with one process rather than a strategy. Pick something repetitive and low-risk, measure the current version honestly, then automate it. If it does not earn its place, you have lost a week rather than a year. The free AI Readiness Check exists to make that first step concrete.
Small and mid-sized businesses are the main focus. So are UK organisations of any size. The work is usually cheaper and faster than people expect because it starts with one workflow rather than a platform programme.
Caledapt does not sell AI to businesses that do not have a real problem to solve, does not promise savings it has not measured, and does not build systems that require trusting the vendor forever. If a standard product fits better than bespoke work, that is usually the honest recommendation.
A 0 to 100 technical measure of how far an AI customer can get with a business online: discover, understand, evaluate, get prices, enquire, request a quote, book and buy. It measures the machine accessibility of a website under methodology ACS-1.0. It is an automated technical assessment and it does not guarantee recommendation by any third-party AI system.
Partly, and more than most. Caledapt's own business profile is
published as a machine-readable file, a plain-language summary is
published at /llms.txt, and the site is open to search and
retrieval crawlers. That makes the business legible. It does not control
or guarantee what any AI vendor chooses to recommend — that decision
sits with them.
Your next step
No invented savings. No invented clients. Find something real, pilot it, measure it, then decide what earns its place.