AI agents · Process automation · Cloud-native

From pilot to production.
Not the other way round.

Most enterprise AI projects stop at the demo. We build agents that actually run in production — you own the code, the ROI is measured, and we can run it for you.

Our team's experience comes from Google Cloud and AWS

AJT Cloud was founded in 2026. The cases below were delivered during our work at those companies.

Calculator

What is manual work costing you?

Three numbers give you a first estimate. No signup — it computes in your browser.

hours per month · time saved
saved monthly
saved annually

Estimated at 70% of operations automated. The real ratio is set during discovery.

Indicative estimate, not a quote.

What we build

Four deployments that pay back fastest

Customer support agents

Answer from your knowledge base, open and resolve tickets, escalate to a human when confidence is low.

Document processing

Invoices, contracts, orders. Extract, validate, write into your ERP — no manual re-typing.

Internal copilot

RAG over Confluence, SharePoint and Drive. Cuts onboarding time and search across company data.

Sales and back-office

Lead enrichment and scoring, CRM hygiene, reporting and reconciliation.

Use cases

Five scenarios with measurable returns

No client names — sector, size and class of solution. Where a public case study exists, we link to it.

Telco / utilities
500+ employees
Awaiting data

Support deflection

An agent over the knowledge base and ticketing resolves routine queries on first contact.

cost per ticket
Finance / insurance
200–1000 employees
Awaiting data

Document processing

Extraction and validation of invoices and contracts with automatic write-back.

minutes per document
B2B SaaS
50–200 employees
Awaiting data

Sales operations

Lead enrichment, scoring and CRM hygiene without manual work.

sales team capacity
Manufacturing
1000+ employees
Awaiting data

Internal knowledge copilot

RAG over internal documentation and procedures for operations teams.

onboarding time
Retail / e-commerce
200–500 employees
Awaiting data

Back-office and close

Automated reconciliation and reporting in the monthly close.

cycle time

How we work

First call to production in 6–8 weeks

01

Discovery

We map your processes and pick the one with the fastest payback.

1 week
02

Proof of concept

A working agent on your real data. Fixed price, explicit success criterion.

2 weeks
03

Production

Integration, security, monitoring, handover. You own everything.

4–6 weeks
04

Operations

Optional managed run — we watch quality, cost and model drift.

ongoing

Platform

Cloud-native, no vendor lock-in

Multi-cloud

Google Cloud, AWS and Azure. We build where you already are.

Model-agnostic

Claude, Gemini, GPT and open-weight models. Swappable without rewriting the app.

EU data residency

Processing and storage in European regions. GDPR by design, not bolted on.

You own the code

Repository, infrastructure as code, documentation. No black box.

Observability

We measure answer quality, latency and cost per operation. You see regressions before your customers do.

Scales to zero

Serverless architecture. You pay for real usage, not reserved capacity.

FAQ

What people ask us most

Where does our data go?

Into European regions of your own cloud, under your account. We never train on it and never export it.

What if the agent gets it wrong?

Every agent has a defined confidence threshold and human escalation. Error rate is measured from day one and forms part of the PoC success criterion.

Will we be locked into you?

No. Code, infrastructure and documentation are yours from the start. Managed operations is an option, not a condition.

What does it cost?

Fixed-price PoC, production scoped to the work, operations on a monthly retainer. You get real numbers after discovery, not before.

How fast do we see results?

A working PoC on your data within two weeks of signing.

Got a process that eats hours?

Thirty minutes, no slide deck. We walk your process and tell you straight whether automation pays — including when the answer is no.

Or email us at hello@ajt-cloud.com