About Us
Building Agent Resources you can rely on.
We design, hire and manage AI staff for specific roles inside your business, so you get real capacity and consistency - not experiments, not side projects.
Our Purpose
We believe AI should show up in your business as reliable staff, not as a vague initiative.
We focus on roles that are currently handled by people—debtor chasing, client outreach, onboarding, triage—and design AI staff to take on that work. Each role has a clear job description, KPIs and a 90-day probation, just like any new hire.
Agents run in the tools you already use: email, finance systems, CRM, helpdesk, collaboration tools. We don't ask you to rip out systems or move data to another platform; we plug into what's already working.
Most AI projects are treated as technology. We treat them as people operations: onboarding, training, setting goals, tracking performance and adjusting roles over time.
We measure by outcomes
The Team
What makes us stand out in the industry
Our team have spent the last 15 years building cloud and data businesses. The AR Dept is our answer to the question: now that AI exists, how do we finally make all that infrastructure pay off in day-to-day productivity?
Led by people who’ve sat on both sides of the table
The AR Dept is led by Carlos Oliveira, who’s spent years as both a founder and a product/technology leader working with owners, FDs and IT teams. We know how to talk about AI in the language of capacity, risk and return, not just models and prompts.
That’s why we’re so clear on what this generation of AI can do: it’s the first technology that can genuinely sit across all that existing infrastructure and deliver meaningful productivity gains without another round of heavy capex or a big in-house dev team.
Built in the cloud, grown up on data
Before The AR Dept, we founded and scaled companies in the cloud and data space, including one of the early Microsoft Azure partners in the UK public sector. We’ve migrated workloads, modernised line-of-business systems and stitched together more than our fair share of APIs and data pipelines.
That experience means we know your reality: multiple systems, messy data, and teams who are already stretched
Productivity without enterprise-grade capex
We’ve seen how traditional “digital transformation” plays out: long projects, big licences, internal dev teams, slow payback. The AR Dept is designed to be the opposite.
We build AI staff that:
plug into the systems you already pay for
start in a single, well-defined role
deliver measurable output in weeks, not years
You get enterprise-level productivity gains without needing enterprise-level budgets or an in-house AI team.
01: Start with real work
We don't chase novelty. We pick roles where an agent can take on clear, repeatable work from day one and prove its value quickly.
02: Keep you in control
Agents only get access to the systems and data they need for their role. We use your identity, permissions and logging so every action is auditable and reversible.
03: Design for safety and trust
We put guardrails, approvals and escalation paths around sensitive actions. New roles start in draft or shadow mode so humans stay in the loop until everyone is confident.
FAQs
Frequently Asked Questions
The practical details on tools, data, cost and what happens if a role doesn’t work out.
What tools and data will my AI staff have access to?
Who is responsible if an agent makes a mistake?
How do you keep our data secure and compliant?
How much does a typical role cost compared to a human hire?
What happens if the agent doesn’t work out?