Will our data be used to train public models?

No. We use enterprise endpoints that do not train on customer data, or host open models in your own cloud.

Which models do you use?

OpenAI, Claude, Gemini, Llama and Mistral among others. We pick per task based on evaluation results and cost.

How do you stop AI from making things up?

Retrieval with citations, confidence thresholds, automated tests and human review for anything risky.

Can AI work with our existing systems?

Yes. We connect to CRMs, ERPs, helpdesks, databases and internal APIs, and keep existing permissions.

What does an AI project cost?

It starts with a fixed-price two-week sprint. Pilot and production are priced once the sprint shows what works.

Mariox AI · 20 AI services

AI that ships to production.

Agents, copilots, generative AI, RAG, voice and vision, connected to your data and evaluated before anything goes live. A working prototype on your data in two weeks.

Book a 2-week AI sprint →Check your AI readiness

CopilotsEngineers and AI reviewing the same code, side by side.

01 / 11

See an agent work

One task. Five tools. One approval.

Agents read, look up, draft and file across your systems. Anything that spends money or talks to a customer waits for a person to approve it.

Agent run · illustrative

> task

Reconcile October supplier invoices

›Read 1,240 invoice PDFsdocument-ai

·Matched 1,198 to purchase orderserp.lookup

·Flagged 42 with price differencesrules

·Drafted 9 supplier emails, waiting for approvalemail.draft

Run complete in 6 minHuman approval on

OpenAIAnthropic ClaudeGoogle GeminiMeta LlamaMistralAzure OpenAIAWS BedrockVertex AILangChainLlamaIndexpgvectorPinecone

People + machines

AI does the repetitive work. Your team does the rest.

Engineers in the loop

Where AI pays off first

Less busywork. Faster everything.

Hours back

Agents and automation take the copy-paste work off your team.

Instant answers

Customers and staff get answers from your own documents, with sources.

Fewer errors

Document AI and checks catch mistakes before they reach the ledger.

New products

AI features customers pay for, inside the products you already sell.

20 AI services. One team.

Pick a discipline to see what is in it. Every service has its own page with deliverables, use cases, stack and timelines.

Agents & automation

07↗

AI agent development

Software that does the work, not just the talking.

08↗

AI copilots

An expert beside every user.

09↗

AI chatbot development

Support that resolves, not deflects.

10↗

AI voice agents

Phone calls, handled.

11↗

AI workflow automation

Remove the copy-paste work.

12↗

RPA development

Bots for the systems without APIs.

AI in Fintech.

Fraud explanations and dispute triageAI development↗Transaction categorisationLLM fine-tuning↗ID and selfie verificationComputer vision↗Credit scoringMachine learning development↗Cash-flow forecastingPredictive analytics↗Transaction data platformData engineering for AI↗

Evaluated before it is scaled.

011 week

Discover

Pick the task, define “good” and gather sample data.

022 weeks

Prototype

A working version on your data, in front of real users.

031–2 weeks

Evaluate

Accuracy, latency, cost and safety tests become the release gate.

044–12 weeks

Productionise

Security, integrations, scaling and admin controls.

05Ongoing

Monitor

Quality, drift and spend tracked and improved.

AI readiness check · 30 seconds

Are you ready for AI?

We have a repetitive task that takes hours every week

The data for that task is digital (not only on paper)

Someone on the team can own the result

We know how we would measure success

Leadership is ready to act on what we learn

Your result

0/5

Answer five quick questions.

You will get a recommendation on where to start.

Or talk to us now →

AI, answered.

With one repetitive, measurable task. The two-week sprint proves whether AI can do it well on your data before you invest more.

Have an AI idea? Let’s test it.

Tell us the task you want AI to do. An AI architect replies within one business day with a sprint plan. NDA on request.

admin@marioxsoftware.com +91 95992 87045

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