Agentic operations, built and owned end to end
Go from scattered tools to agents that run the work.
DataGladiator takes you from no cloud — or a thin, improvised one — to software agents that handle the day-to-day of operations, analytics, and support. People stay in charge of the calls that matter. The agents take the grind.
A guided arc — assess, architect, build, operate — not a license you're left to figure out alone.
The state you're probably in
You know the work that should be automated. It just never gets done.
The tools don't talk. The data lives in ten places. And every time someone leaves, a process leaves with them. None of this is a failure — it's where most companies actually are.
Data scattered across tools
Finance in one system, customers in another, the real answers in a spreadsheet someone guards. Nothing reconciles itself.
Work that runs on people, not systems
Copy-paste between apps, manual reconciliations, the same report rebuilt by hand every Monday. Hours that buy nothing back.
A backlog of "we should automate that"
Everyone agrees it's worth doing. No one owns it end to end, so it stays a someday item while the manual work compounds.
AI you've tried but can't trust to act
A chatbot that drafts text is easy. Software that takes real actions against your systems — safely — is the part that's been missing.
What DataGladiator does
One arc, owned end to end.
We don't hand you a tool and wish you luck. We take responsibility for the whole path — from understanding your business to running what we build.
Understand the real work
We map your current state — the data, the systems, and the manual work that drains your people. You get an honest read on what's worth automating first.
Design the backend and the frontends
The data layer, orchestration, the agents' tools, and the guardrails — plus the interfaces your team will actually use. Designed before a line ships.
Stand up the cloud, ship the agents
We build the foundation and working agents, integrated with the systems you already run on. Small and supervised first, then widened as trust grows.
Run it, watch it, keep improving
You get something observable and maintained — not a black box. As the business changes, the agents change with it. You can always take the wheel.
What "agentic" means here
Software that does the work — not a chatbot that talks about it.
An agent is software that takes real actions against your systems: it reads the invoice, matches it, flags the exception, updates the record. It works within guardrails you set, and a person reviews the parts that carry risk.
That's the line that matters. A chatbot drafts a reply. An agent resolves the ticket, updates the CRM, and tells you when it wasn't sure. We build the second kind — and we keep the human review exactly where judgment belongs.
Suggests an answer and waits. The work still lands on a person to carry out, step by step.
Carries out the steps against your systems, within set limits, and escalates the judgment calls to a person.
Generic features you adapt to. When it breaks or your needs shift, you're on your own.
Built for your work, integrated with your stack, observable, and maintained as the business changes.
Where agents work
Concrete jobs, not vague promise.
The same approach applies across the business. Here's what an agent actually does in each area.
Operations
The repetitive back-office work that holds the business together — and quietly eats your team's week.
In action: an agent reconciles invoices against your bank feed each night, matches what it can, and queues only the genuine exceptions for a person to review.
Analytics
The reporting that's always late and never quite trusted, rebuilt by hand from sources that don't agree.
In action: an agent pulls from your systems, builds the weekly numbers, writes a plain-language summary of what changed, and flags anything that looks off.
Customer support
The queue that grows faster than you can hire, full of questions that already have answers.
In action: an agent resolves routine tickets end to end — looking up the order, issuing the refund, updating the record — and hands the hard ones to a person with context attached.
Internal & back office
Onboarding, approvals, data entry between systems — the connective tissue no single tool covers.
In action: an agent handles a new-hire setup across your tools, routes approvals to the right people, and keeps every system in sync without the copy-paste.
How we work with you
You stay in control the whole way.
The agents handle the grind. Your people keep judgment, oversight, and ownership. That balance is the point — and it's deliberate.
Humans where it counts
We map which decisions an agent can make on its own and which need a person. The risky calls always route to your team — by design, not by accident.
You own what we build
It runs in your cloud, on your terms. No black box, no hostage data. If you ever want to take it fully in-house, you can — and you'll understand how it works.
Observable by default
Every action an agent takes is logged and reviewable. You can see what happened, why, and step in or roll back when something needs a second look.
Why this is safe to do
The objections are the right ones. Here's how we answer them.
Your data stays yours
Everything runs in your own cloud environment, under your access controls. We design for least privilege — agents touch only what the job requires, nothing more.
Reversible by design
We start with agents that propose and a person who approves, then widen autonomy only where it's earned. Every action is logged, and you can roll back.
Cost stays disciplined
We scope to a first win you can measure, prove the value, then expand. No open-ended program — clear milestones, and you decide what comes next.
Start small, on purpose
One workflow, one clear outcome, in weeks not quarters. You see how we work and what the agents do before you commit to anything broader.
Start the arc
See where agents would earn their place in your business.
The assessment is a working session, not a sales call. We look at your systems and your manual work, and you leave with a concrete read on what to automate first — whether or not you build it with us.