We find where companies pay for manual work, redundant tools, and slow processes — and we close the leaks. No blind rollouts, no AI as marketing, no contractors handing the problem to each other.
Where we start the audit. None of these is a hypothetical — we've found all four in every engagement so far.
Data moved between systems by hand. The same reports rebuilt from scratch every month. Proposals stitched together one paste at a time.
A dozen tools that overlap. Licenses three of thirty people actually use. Pilots that quietly renewed.
Policies in email. A knowledge base in three places. Half a day spent on something that should take thirty seconds.
Website, CRM, sheets, documents and APIs living separately. Data moved by humans — slowly, and with errors.
Each one ships a working result, not a slide deck.
A map of where the company loses money — manual work, redundant services, duplicated subscriptions, slow processes. Prioritised by saving and payback time.
Audit existing AI tools, subscriptions and integrations. Keep what works. Replace expensive-and-weak. Merge the duplicates.
Sales, support, marketing, HR, training, legal, leadership — each role gets exactly the AI tools that save its time, and nothing else.
A system where an employee finds an answer across documents, policies, knowledge base and project files in ten seconds. With sources, without hallucinations.
Tickets, proposals, reports, instructions, product cards, newsletters — assembled in minutes, not days. With a human in the loop where it matters.
Site, CRM, sheets, documents, APIs and internal tools stop living separately. Data flows on its own — without manual copy-paste.
When data cannot leave the company, we deploy inside the client's infrastructure. On-prem, private cloud, local open-weight models, segmented source access.
From idea and prototype to production launch, staff training and ongoing support. No handovers between contractors — one party owns the result.
Most companies don't have an AI problem. They have a cost-of-not-knowing problem.
— Dedai / engagement notes, 26.Q3Start with the audit, or come in at the build. The deliverable from any one stage is yours regardless of what comes next.
A complete map of where the company loses money. A prioritised plan: what to fix first, what to leave alone. The deliverable stays with you, regardless of what comes next.
A small trusted team, daily standups, a working solution in production. We build exactly what the audit defined — no more, no less. Staff training included in the final week.
Monthly support of the deployed solution: optimisation, expansion, careful watch over cost and quality. One Dedai engagement at a time, no exceptions.
For regulated industries, corporate perimeters, and companies handling sensitive data, we deploy AI inside the client's own infrastructure: on-prem servers, private cloud, local open-weight models, segmented source access. No external APIs where policy or law forbids them. GDPR-conformant by default.
We'll reply within 48 hours. If you suspected a leak, we'll start there.