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AI Agents that read your documents, make decisions, and learn from corrections.

Intelligent programs that extract data from invoices and contracts, apply your business rules, and handle exceptions — so your accounting, HR, and operations teams stop doing the same thing manually every day.

AI Agents are intelligent programs that can make decisions and take actions based on data using natural language. They automate tasks, assist users, and learn over time — making them useful for any back-office team that processes the same kinds of documents and decisions every day.
Not a chatbot

AI Agents don't just answer questions. They take actions: extracting data from a document, checking it against a rule, routing it to the right place, and flagging only the exceptions.

Not a fixed script

Unlike a traditional Software Robot that fails when the format changes, an AI Agent handles variation in how data arrives — a scanned PDF, a forwarded email, a slightly different invoice layout.

Part of your existing platform

AI Agents are one component of the Memesis platform alongside Memesis Studio and Memesis Orchestrator. You don't buy them separately — they're included in the same pricing model.

Documents

Invoice & Contract Reading

Extracts data from invoices in any layout — PDF, image, email attachment — regardless of supplier format or language. No template configuration needed.

Classification

Intelligent Document Routing

Reads incoming documents and applies your business rules: route to cost centre, flag for approval, reject duplicates. At scale, without manual review.

Exceptions

Exception Resolution

When a robot hits something it cannot process, the AI Agent resolves it or prepares a pre-filled decision for a human — halving resolution time.

Email

Email Understanding

Reads incoming emails, extracts intent and key data, and triggers the appropriate workflow — without keyword matching or rigid templates.

Data extraction

Unstructured Data

Pulls structured data from free-text fields, PDFs, scanned documents and images. Works even when formats change between suppliers.

Learning

Improves Over Time

AI Agents learn from corrections. When a human overrides a decision, the agent incorporates the feedback — reducing exception rates over time.

When to use RPA — and when to use AI Agents.

Both are part of the same platform. The right tool depends on the task.

Software Robots — RPA

Best for structured, rule-based work

  • Fixed data entry and system navigation
  • Invoice processing with consistent templates
  • Data migration between systems
  • Report generation on schedule
  • PO matching and ERP posting

Works with structured data. Follows exact rules. Faster and more reliable when the process is predictable.

AI Agents

Best for judgment and unstructured inputs

  • Variable invoice formats from multiple suppliers
  • Contract clause extraction and review
  • Email intent classification
  • Fraud pattern detection
  • Exception handling with context

Handles structured and unstructured data. Makes decisions. Adapts over time. Use where rules alone are not enough.

In practice, most production automations use both. The robot handles the predictable 95% — AI Agents handle the remaining 5% that would otherwise land back on your team's desk.

Where AI Agents deliver the most value.

Finance

Multi-format Invoice Processing

Each supplier sends invoices in a different format. AI Agents extract the same structured data regardless — VAT number, line items, amounts, due dates.

HR

CV Screening

AI Agent reads CVs against a job specification and shortlists matching candidates — reducing time-to-hire without introducing bias.

Legal

Contract Review

Extracts key clauses, payment terms, and obligations from contracts in any structure. Flags non-standard terms for legal review.

Customer service

Email Triage

Classifies incoming customer emails by intent, extracts key data, and routes to the right team — before a human reads the first word.

Healthcare

Patient Record Processing

Extracts and structures data from clinical notes, referral letters and discharge summaries — reducing admin time for clinical staff.

Where AI Agents are already running.

These are not separate products — they are the same AI Agents applied to different departments and industries.

By department

Accounting & Finance Human Resources Sales & Marketing

By industry

Banking Healthcare Retail & Logistics

Common questions about AI Agents.

Are AI Agents the same as ChatGPT?

No. AI Agents are automation components that use large language models as one capability among many. They are embedded in business workflows with specific inputs, outputs, and business rules — not general-purpose chat interfaces.

Can AI Agents make mistakes?

Yes — like any AI system, they can produce incorrect outputs. This is why we design workflows with human-in-the-loop checkpoints for decisions above a confidence threshold. Exception rates are typically below 5%.

How are AI Agents priced?

AI Agents are included in the RaaS subscription — they are not a separate add-on. The tier determines the complexity of the workflow, not whether AI is used.

Do AI Agents require training data from our company?

Not always. For common document types (invoices, contracts, CVs), the models are pre-trained. For highly specific formats or proprietary documents, we run a short calibration process using a sample of your actual documents.

Book a 20-minute demo on a real document.

Bring an invoice, a contract, or an onboarding form — something your team processes today. We'll show the AI Agent reading it live and tell you honestly whether it fits your case.

Book a free 20-min demo

A 20-minute demo on your own workflow.

Bring one process you'd like to automate. We'll walk through what it would take, what it would cost, and whether automation is actually the right tool. No sales deck.

Book a free 20-min demo