AI · SOFTWARE · BLOCKCHAIN

We build scalable digital systems for institutions and startups.

İçerikçi AŞ is an independent engineering company that brings AI, software engineering and blockchain technology together under one architecture. We build enterprise operating platforms, document and data processing systems, private AI infrastructure, Web3 products, DEX architectures, and on-chain integrations.

We don't sell off-the-shelf products. Every system is designed around the institution's own data, processes, security needs, and growth targets.

HQBodrum, TR
InfrastructureAnkara, TR
Working ModelGlobal
FocusAI · Software · Blockchain
11,800+
Documents processed
7,600+
Structured data fields extracted
10+
Enterprise platforms shipped
PROBLEM

The problem isn't missing technology — it's the wrong architecture.

  • scattered data
  • manual documents
  • disconnected software
  • person-dependent processes

In most organizations, data is scattered across disconnected systems, documents are processed by hand, and critical processes depend on specific people. This drives cost and makes scaling hard.

AI only creates value on top of the right data model, solid software architecture and well-defined business processes.

İçerikçi AŞ analyzes existing operations, surfaces the bottlenecks, and embeds software, AI, and — where it matters — verifiable blockchain infrastructure directly into real workflows.

HOW WE WORK

One institution, one system, end to end.

Every engagement follows the same flow. These are not separately purchased packages — they are the natural stages of a single project.

  1. 01

    Discover

    We study your data, your process, and your bottlenecks on-site. The decision to proceed is made together, after this.

  2. 02

    Design

    We work out what belongs in software, what belongs in AI, and what stays with people — and design the architecture around it.

  3. 03

    Build

    We build the custom software, the document-processing pipeline, and local AI infrastructure where needed, together with you.

  4. 04

    Operate

    We run the system with you, making it reliable through human approval, logs, and confidence scores.

The building blocks we bring together
Enterprise software developmentAI engineeringDocument IntelligencePrivate AI infrastructureAI agent architecturesEnterprise automationDEX developmentSmart contract developmentOn-chain payment integrationWeb3 product architecture
AN EXAMPLE

One piece, from inside a system.

This isn't a product demo — it's a live example of the document-understanding layer embedded inside a system we built for an institution. It's one general system, not separate hand-written "agents" per document type.

The demo environment does not use real customer data. Upload your own document, or look at the example below.

agent · demo · sandbox

Document Understanding System

Extracts fields from PDFs, invoices, and receipts; flags missing or suspicious information.

DEMO · ANONYMISED DATA
Source:invoice_2026_0431.pdf (sample document)FIXED PROMPT · read-only
Document Type
e-InvoiceCONFIDENCE 0.94
Parties
SellerÖRNEK TEKNOLOJİ A.Ş.
Seller VKN/TCKN1234567890
BuyerDEMO MÜHENDİSLİK LTD. ŞTİ.
Buyer VKN/TCKN9876543210
Dates
Issued01.05.2026
Due31.05.2026
Amounts
Net40,208.33
VAT8,041.67
Total48,250.00
IBAN
IBANTR** **** **** **** **** **42
Line Items
DescriptionQtyUnit PriceTotal
Software consulting140,208.3340,208.33
Status
MissingMissing fields: none
FlagsHigh confidence
Upload a document and run livePDF · PNG · JPG · XML (e-Fatura) · max 5 MB

For demo purposes. Do not upload sensitive or personal documents. Your file is not retained after processing.

The same system understands contracts, bank statements, payroll and other document types too, without type-specific code — the model reads the document and decides its type itself.

APPROACH

First we map the process, then we build the software.

A good system does not start with writing prompts. First you need to understand how the work flows, where data originates, who makes which decision, where human approval is required, and where a verifiable, on-chain record is required.

  1. 01
    Map the process.
  2. 02
    Classify the data.
  3. 03
    Identify repetitive tasks.
  4. 04
    Establish the software architecture.
  5. 05
    Place AI agents at controlled checkpoints.
  6. 06
    Operate the system with human approval, logs, and confidence scores.
WHY İÇERİKÇİ AŞ

We work with few institutions, in depth.

We are not a team serving a large roster of customers at once. When we start with an institution, we actually step into its operations, learn its processes, and build the system around that.

İçerikçi AŞ combines operational experience — from broadcast operations and document flows to event organization and enterprise process management — with software, AI, and blockchain engineering.

So we don't just design screens; we build systems that run.

HQBodrum, TR
InfrastructureAnkara, TR
Working ModelGlobal
SectorB2B Enterprise
OPERATIONAL BACKGROUND

We learned it in operations, not in slides.

İçerikçi AŞ's roots come from inside media and operations. We apply software engineering with a grounded understanding of how real corporate processes actually work.

Our management HQ is in Bodrum; our production infrastructure and AI systems run without interruption from our server operations in Ankara. Our remote-first culture lets us work at a global scale with institutions and startups in Turkey and abroad.

From what we've shipped

Real-estate portfolio & CRM platform

Brought listing management, area-based search, and field-team coordination together into one system.

Insurance agency system

Connected the entire flow end to end, from quote preparation to policy issuance.

Real-estate valuation engine

Built a valuation system spanning CAD/plan analysis through to report generation.

E-commerce operations infrastructure

Unified warehouse, shipping, and customer-service operations on a single platform.

Blockchain & Web3 infrastructure

Provided technical development for DEX architecture, on-chain payment integration, and smart contract development.

Where we come from / Operational roots
live broadcast and media operationsauction and event organisationfield coordinationdocument workflowscorporate client communication
Systems we build today / Verticals we work in
document processing and data extractionfinance reconciliationlegal pre-reviewoperations routinglocal LLM infrastructure

Scenarios are derived from real operational experience; client names and data are anonymised.

CONTACT

Tell us about your institution, let's map it together.

Let's define your technical needs together. If your company has repetitive manual work, scattered documents, disconnected software, or operations that could be strengthened with AI and blockchain, let's design the architecture together.

İçerikçi

Hello, you've reached İçerikçi AŞ. Could you briefly tell us about your institution and what you need?

This is an AI assistant; the conversation reaches our team, and a person always makes the call.