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AI & Automation

AI Automation Services

What is AI Automation?

AI automation combines classic workflow automation with AI that can read, understand and decide. Traditional automation follows fixed rules; AI lets it handle the messy parts too — emails in free text, scanned invoices, forms that never look quite the same.

The result is work that moves on its own: documents are read and filed, requests are sorted and answered, data flows between your systems — and people only step in for the exceptions that really need them.

Contact How it works
Reads unstructured dataConnects your systemsPeople handle exceptions

How it works

How AI Automation Runs Your Workflow

Work arrives, AI makes sense of it, the workflow acts on it — and only the unclear cases reach a person.

  1. Capture

    Emails, documents, forms and tickets come in from any channel.

  2. Understand

    AI reads them, pulls out the data and works out what is being asked.

  3. Route

    Rules and AI decide where each item goes and what should happen next.

  4. Execute

    The workflow updates your systems, sends replies and files the records.

  5. Review

    Exceptions and low-confidence cases go to a person, with everything prepared.

What we provide

AI Automation Services We Provide

Automation for the processes that cost the most hours — built around the systems you already run.

  • Document Processing

    Invoices, contracts, forms and IDs read, checked and entered automatically.

    • Data extraction from PDFs and scans
    • Validation against your records
    • Straight into your ERP or database

  • Support Automation

    Incoming requests sorted, answered or routed before anyone opens the inbox.

    • Ticket classification and priority
    • Suggested and automatic replies
    • Helpdesk and email integration

  • Back-Office Workflows

    Approvals, reconciliations and reports that run on schedule, without copy and paste.

    • Finance and HR processes
    • Approval chains with audit trail
    • Scheduled reports and alerts

  • System Integration

    Your tools connected so data is entered once and flows everywhere it is needed.

    • CRM, ERP and accounting sync
    • APIs, webhooks and RPA where needed
    • Monitoring and error alerts

Use cases

Processes Worth Automating First

Look for work that is high-volume, repetitive and done the same way every time — that is where the hours come back.

  1. Invoice processing

    Read supplier invoices, match them to orders and queue them for payment.

  2. Customer onboarding

    Collect and verify documents, create accounts and send welcome steps.

  3. Email triage

    Sort shared inboxes by intent and route each message to the right team.

  4. Reporting

    Pull data from several systems and deliver finished reports on schedule.

Technologies We Use

  • OpenAI
  • Claude
  • Gemini
  • n8n
  • Make
  • Power Automate
  • Zapier
  • Azure
  • Vertex AI
  • Elasticsearch
  • pgvector
  • AI ModelsOpenAI, Claude, Gemini
  • Automation Platformsn8n, Make, Power Automate, Zapier
  • Document AIAzure, Vertex AI
  • Search & DataElasticsearch, pgvector

AI models for the understanding, proven automation platforms for the doing — picked to fit your stack.

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Our process

Our AI Automation Process

Measure the process as it is, automate the biggest time sink first, and prove the saving before moving on.

  1. Discovery

    We map the process as it really runs and measure where the time and errors go.

    • Process map
    • Baseline metrics

  2. Prototype

    We automate one high-volume step and run it on a sample of real work.

    • Working automation
    • Accuracy report

  3. Build & Integrate

    We connect it to your live systems with exception handling, alerts and logging.

    • Production workflow
    • Integrations

  4. Launch & Support

    We track volumes, accuracy and hours saved, and extend the automation step by step.

    • Monitoring
    • Savings report

Start here

Not sure which process to automate?

Tell us where your team spends the most time on manual work. We will help you pick the process with the clearest payback and a first version you can see working quickly.

Contact Explore use cases

Why Proponent

Automation That Pays for Itself

We start from the numbers — hours, errors, turnaround — and automate where they move most, so the value is measurable from the first release.

Countries Served
70+
Projects Completed
600+
Hours Support
24x7
Office Locations
5

  • Measured savings

    Hours saved and error rates tracked against your baseline, reported monthly.

  • Fits your systems

    We automate around the software you run today — no rip-and-replace.

  • Humans for exceptions

    Unclear cases go to your team with everything they need to decide fast.

  • Reliable by design

    Retries, alerts and logging, so a failed step never goes unnoticed.

  • Scales with volume

    The same workflow handles ten items or ten thousand without extra staff.

  • Find out how many hours you could save.

    Share one process and a rough volume. We will estimate the time an automation could give back to your team.

Start a project

Tell us what you are building

A few lines is enough to start. Tell us the problem, not the solution, and we will come back with the questions that shape the plan.

What happens next

  1. We read it properly

    Someone who would work on the project reads your note and comes back with questions, not a sales script.

  2. We scope it together

    One call to agree the problem, the constraints and what finished looks like — before anyone talks about price.

  3. You get a proposal

    Scope, sequence, timeline and cost, in writing, with the risks we would plan for named up front.

To learn more about how we protect your data, please refer to the Proponent privacy policy.

Next step

Your Partner For What Comes Next. Let's Start The Conversation.

Starting is the easy part. Tell us where you are and what you are trying to reach, and we will map the route — the scope, the sequence, and the risks worth planning for now rather than later. From that first conversation through build, launch and everything after, the same team stays with it.

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