Platform Overview • EN / HR
Confidential — Kodabit

End-to-End Document Automation Platform

Sveobuhvatna platforma za automatizaciju dokumenata od podataka do isporuke

Design, orchestrate, execute, monitor, and resolve document production in one platform. Dizajn, orkestracija, izvršavanje, nadzor i rješavanje produkcije dokumenata u jednoj platformi.

Raw Data Pipeline Layout Designer PDF Streaming Run Execution Production Ops
This page summarizes platform capabilities, operational model, and market-fit strategy for public overview. Ovaj deck sažima mogućnosti platforme, operativni model i tržišnu strategiju za investitorsku raspravu.
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Main Idea — End-to-End + Operational Intelligence Layer

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Glavna ideja — End-to-end proces + sloj operativne inteligencije
Raw Data
Ulazni podaci
→
Schema
Shema
→
Scenario Engine
Scenario engine
→
Document Layout
Dizajn dokumenta
→
Omni-Channel Output
Višekanalni izlaz
Print PDF / Print PDF Email / Email XML CSV TXT JSON Integrations / Integracije

Operational Intelligence Layer

  • Analytics layer: run KPIs, trend analysis, throughput, error distribution.Analitički sloj: KPI-jevi izvršavanja, trend analiza, throughput i distribucija grešaka.
  • Process monitoring: real-time status, queue health, worker/cluster visibility.Nadzor procesa: status u realnom vremenu, zdravlje reda i vidljivost worker/cluster sloja.
  • Control loop: notifications, ticketing, approvals, and governed publishing actions.Kontrolna petlja: notifikacije, ticketing, odobrenja i upravljane publish akcije.

Value

  • Single platform replaces fragmented toolchain.Jedna platforma zamjenjuje fragmentirani skup alata.
  • Faster setup through visual workflows.Brže postavljanje kroz vizualne workflow-e.

Reliability

  • Failover-ready worker orchestration.Orkestracija radnih čvorova spremna za failover.
  • Resolution center for failed runs.Centar za rješavanje neuspjelih izvršavanja.

Scale

  • Parallel processing across nodes and records.Paralelna obrada preko čvorova i zapisa.
  • Built for high-volume production batches.Dizajnirano za velike produkcijske batch-eve.
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Pain Points

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Ključni problemi tržišta

Operational

  • Manual document generation is slow and error-prone.Ručna izrada dokumenata je spora i podložna greškama.
  • No live node-level preview with snapshots makes troubleshooting slow.Bez live pregleda po čvoru i snapshot-a otklanjanje problema je sporo.
  • No unified visibility from input to output and runtime decisions.Nema jedinstvene vidljivosti od ulaza do izlaza i runtime odluka.
  • Complex PDF post-processing usually needs custom coding.Složena PDF obrada često traži custom razvoj.

Business

  • Tool sprawl increases license and integration cost.Velik broj alata povećava trošak licenci i integracije.
  • Layouts and schemas are often coupled to single flows instead of reusable entities.Layout-i i sheme često su vezani uz pojedinačne flow-ove umjesto da budu ponovno iskoristive cjeline.
  • Scaling from 100 to 100k documents often breaks process stability.Skaliranje sa 100 na 100k dokumenata često ruši stabilnost procesa.
  • Compliance teams require traceability and controlled remediation.Compliance timovi trebaju sljedivost i kontrolirano rješavanje problema.
5→1
Tools consolidated
Konsolidacija alata
2,000+
Records/sec
Zapisa u sekundi
37+
Workflow nodes
Workflow čvorova
MT + MC
Multi-tenancy + multi-cluster
Višekorisnički + multi-cluster model
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Raw Data Pipeline

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Schema definition · input nodes · data transformation · scenario engine (in progress)

Schema Definition

  • Auto-infer schema from CSV, JSON, XML, TXT.Automatska inferencija sheme iz CSV, JSON, XML, TXT.
  • Type detection for strings, numbers, booleans, dates, email.Detekcija tipova: string, broj, boolean, datum, email.
  • Reusable schema assets across projects.Ponovno iskoristive sheme kroz projekte.

Input Nodes

  • CSV, JSON, XML, TXT, PDF input, database, watch folder.CSV, JSON, XML, TXT, PDF ulaz, baza podataka, watch folder.
  • Multi-input binding with synchronization policies.Višestruko povezivanje ulaza sa sinkronizacijskim pravilima.
  • API-triggered and file-triggered ingestion paths.API i file trigger putanje za ingest.

Transformation

  • Map, cast, filter, aggregate, deduplicate, regroup, join, split.Mapiranje, cast, filter, agregacija, deduplikacija, regroup, join, split.
  • Built-in operation table mode + script mode.Tablični način operacija + script mode.
  • Data-to-data cleaning and restructuring for downstream systems.Čišćenje i restrukturiranje podataka za daljnje sustave.
  • Parallel execution short description: independent branches run concurrently to increase throughput.Kratko o paralelizaciji: neovisne grane se izvršavaju paralelno za veći protok.

Scenario Engine (In Progress)

  • Scenario templates for reusable data-processing recipes.Scenario predlošci za ponovno iskoristive recepte obrade podataka.
  • Goal: faster onboarding and guided pipeline composition.Cilj: brži onboarding i vođeno slaganje pipeline-a.
  • Status: active development, roadmap milestone.Status: aktivni razvoj, roadmap milestone.
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Layout — Document Designer

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Design examples · functionality through examples

Designer Functions

  • WYSIWYG editing with rich text, table tools, and variable placeholders.WYSIWYG uređivanje s rich textom, tablicama i varijablama.
  • Flow areas, multi-page templates, conditional content visibility.Flow područja, višestranični predlošci i uvjetna vidljivost sadržaja.
  • Reusable snippets and template library controls.Ponovno iskoristivi snippet-i i kontrole template biblioteke.

Design Examples

  • Invoice packs with conditional tax rows and region-specific blocks.Paketi računa s uvjetnim poreznim redovima i regionalnim blokovima.
  • Certificates with dynamic signatures and data-bound QR.Certifikati s dinamičkim potpisima i QR kodom vezanim za podatke.
  • Personalized letters and labels generated from one template set.Personalizirana pisma i etikete iz jednog skupa predložaka.
29
Custom editor extensions
Custom editor ekstenzija
10
Table styles
Stilova tablica
∞
Template variations
Varijacija predložaka
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PDF Streaming Pipeline

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PDF input · page definition/filter/reorder/regroup · overlay layers/barcodes
PDF Input
→
Page Definition
→
Filter/Reorder/Regroup
→
Overlay + Export

Page Processing

  • Page filtering by index, parity, tag, range, expression.Filtriranje stranica po indeksu, parnosti, oznaci, rasponu i izrazu.
  • Page reordering and regrouping for print and dispatch scenarios.Reorder i regroup stranica za print i dispatch scenarije.
  • N-up and booklet-ready export paths.N-up i booklet spremni izvozni putovi.

Overlay Features

  • Barcode overlays (Code128, QR, DataMatrix, and more).Barcode overlay (Code128, QR, DataMatrix i ostalo).
  • PDF layer overlays for letterheads and watermarks.PDF layer overlay za memorandum i watermark.
  • Conditional rendering rules per page or record context.Uvjetno renderiranje po stranici ili kontekstu zapisa.
14
Barcode types
Tipova barkoda
2,000+
Records/sec
Zapisa/sek
C++
Streaming core
Streaming jezgra
Low RAM
Bounded memory
Ograničena memorija
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Run Execution

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Manual, watch folder, schedule, API trigger · human gates · runtime metrics

Execution Model

  • DAG-driven execution with per-node telemetry.DAG izvršavanje s telemetrijom po čvoru.
  • Parallel branch execution where dependencies allow.Paralelno izvršavanje grana gdje to ovisnosti dopuštaju.
  • Runtime states: pending, running, held, completed, failed, cancelled.Statusi: pending, running, held, completed, failed, cancelled.

Operational Controls

  • Human gate allows approval/reject checkpoints.Human gate omogućuje approve/reject kontrolne točke.
  • Resume and rerun workflows with traceable lineage.Nastavak i ponovno pokretanje uz sljedivu lineage povijest.
  • Real-time throughput, ETA, and error context visibility.Real-time throughput, ETA i kontekst grešaka.
4
Trigger modes
Trigger načina
RT
Progress tracking
Praćenje napretka
PA
Parallel aware
Svjesno paralelizacije
HG
Human gate
Ljudska kontrola

Crucial Workflow Systems

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Production Overview

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Analytics · system metrics · cluster health · watchdog

Dashboards

  • Run trends, success distribution, throughput and duration KPIs.Trend izvršavanja, distribucija uspjeha, throughput i trajanje.
  • System panel with DB and worker telemetry.Sistemski panel s DB i worker telemetrijom.
  • Resolution center integrated with run diagnostics.Resolution centar integriran s dijagnostikom run-a.

Resilience

  • Failover: unhealthy workers are drained and jobs redistributed.Failover: neispravni worker-i se isključuju, poslovi preraspodjeljuju.
  • Automatic restart for stuck/leaking processes.Automatski restart zaglavljenih/propuštajućih procesa.
  • Circuit-breaker behavior protects platform stability.Circuit-breaker mehanizam štiti stabilnost platforme.

Multi-Tenancy

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Job Resolution

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Structured failure handling and post-run remediation

Resolution Workflow

  • States: unresolved → acknowledged → resolved (with reopen support).Statusi: unresolved → acknowledged → resolved (uz mogućnost ponovnog otvaranja).
  • Action taxonomy: resubmit, manual fix, duplicate close, accepted risk.Taksonomija akcija: resubmit, manual fix, duplicate close, accepted risk.
  • Cause classification by stage and blame bucket.Klasifikacija uzroka po fazi i blame bucket-u.

Business Impact

  • Reduces MTTR through repeatable resolution playbooks.Smanjuje MTTR kroz ponovljive playbook-ove rješavanja.
  • Supports auditability for regulated environments.Podržava auditabilnost u reguliranim okruženjima.
  • Improves SLA confidence for high-volume clients.Povećava SLA pouzdanost za klijente s velikim volumenom.
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Value Through Existing Business Cases

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Vrijednost kroz postojeće poslovne slučajeve
Case Pipeline Value
Invoice batches
Batch računi		 CSV/DB → Transform → Designer Template → PDF Output Fast monthly document production with traceability
Statement split and regroup
Razdvajanje i regroup izvadaka		 PDF Input → Marker Split → Regroup → Export Automated reconstruction of mixed statement packs
Shipping labels
Transportne etikete		 Multi-input Join → Label Layout → Barcode Overlay Reliable scan-ready outbound documentation
Email composition campaigns
Kampanje email kompozicije		 Data pipeline → Personalized HTML/Text → PDF attachment → EML Consistent omni-channel communication output
Data cleaning & restructuring
Čišćenje i restrukturiranje podataka		 Raw input → Clean/Normalize → Transform → Data-to-Data export (JSON/XML/CSV/TXT) Reliable downstream integration-ready datasets
Raw data to print centers
Sirovi podaci prema print centrima		 Multi-input data → Designer layout → Print-ready PDF packs → Publisher/Print channel Production-grade output for centralized print operations
PDF manipulation & support
PDF manipulacija i podrška		 PDF input → Split/Filter/Reorder/Regroup/Overlay → Export/Archive Full lifecycle handling of existing and generated PDFs
Omni-channel campaign publishing
Višekanalno objavljivanje kampanja		 Scenario engine → Approval → Publisher → Email/Print/XML-JSON integrations Controlled multi-channel delivery from one governed workflow
All cases are mapped to existing functionality, not conceptual placeholders. Svi slučajevi su mapirani na postojeće funkcionalnosti, ne na konceptualne placeholder-e.
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Market Opportunity & Positioning

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All major sectors: banking, insurance, logistics, government, print, utilities

Positioning

  • High automation + high document complexity coverage.Pokrivanje visokog stupnja automatizacije i složenosti dokumenata.
  • Combines ETL-like data flow with production document intelligence.Spaja ETL tok podataka s produkcijskom inteligencijom dokumenata.
  • Enterprise features (multi-tenancy, failover, resolution center) are core, not add-ons.Enterprise značajke (multi-tenancy, failover, resolution centar) su jezgra, ne dodatak.

Opportunity

  • Rising need for controlled, auditable automated output.Rastuća potreba za kontroliranim i auditabilnim automatiziranim izlazom.
  • Strong land-and-expand model via workflow reuse.Snažan model širenja kroz ponovno korištenje workflow-a.
  • Consolidation ROI from replacing multiple tools with one platform.ROI konsolidacije zamjenom više alata jednom platformom.
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POC #1 — PDF Streaming Workflow

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PoC #1 — PDF streaming workflow (short executable scenario)
Input PDF Pack
→
Boundary Detection
→
Page Regroup
→
Barcode + Layer Overlay

POC Goal

  • Split mixed statements and rebuild per customer package.Razdvojiti mješovite izvatke i ponovno složiti paket po klijentu.
  • Apply dynamic barcode and confidential watermark.Primijeniti dinamički barkod i povjerljivi watermark.
  • Export print-ready grouped PDFs.Izvesti grupirane PDF-ove spremne za tisak.

Expected Outcome

  • Processing SLA under agreed batch threshold.SLA obrade unutar dogovorenog batch praga.
  • No manual page handling required.Bez potrebe za ručnim rukovanjem stranicama.
  • Audit-ready output lineage per generated package.Audit-ready lineage za svaki generirani paket.
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POC #2 — Raw Data to Document + Email

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PoC #2 — sirovi podaci do dokumenta i email kompozicije
CSV + DB Input
→
Schema + Transform
→
Template Render
→
Email Composer + PDF Attach

POC Goal

  • Generate personalized letters and attached PDF invoices.Generirati personalizirana pisma i priložene PDF račune.
  • Produce RFC-compliant EML outputs for downstream sending.Proizvesti RFC-kompatibilne EML izlaze za daljnje slanje.
  • Demonstrate parallelized branch for attachment generation and email body rendering.Demonstrirati paraleliziranu granu za attachment i email body renderiranje.

Expected Outcome

  • Consistent personalized output with tracked run history.Konzistentan personaliziran izlaz s praćenjem povijesti izvršavanja.
  • Lower manual workload for customer operations teams.Manje ručnog rada za customer operations timove.
  • Reusable scenario template for future campaigns.Ponovno iskoristiv scenario predložak za buduće kampanje.
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POC #3 — XML + JSON Merge to Print PDF

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PoC #3 — XML i JSON spajanje, dizajn dokumenta i print-ready PDF
XML + JSON Input
→
Clean + Restructure
→
Merge + Validate
→
Template + Print PDF

POC Goal

  • Ingest XML master data and JSON transactional payloads in one run.Učitati XML master podatke i JSON transakcijske podatke u jednom run-u.
  • Apply data-to-data cleaning and restructuring before merge.Primijeniti čišćenje i restrukturiranje podataka prije spajanja.
  • Generate print-ready PDF packs from designed templates.Generirati print-ready PDF pakete iz dizajniranih predložaka.

Expected Outcome

  • Single controlled pipeline for mixed-format input to print production.Jedan kontrolirani pipeline od mješovitog ulaza do print produkcije.
  • Reduced manual prep and stronger output consistency.Smanjena ručna priprema i veća konzistentnost izlaza.
  • Reusable scenario package for future multi-input print jobs.Ponovno iskoristiv scenario paket za buduće multi-input print poslove.
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Enterprise Architecture Capabilities

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Parallelization · multi-tenancy · multi-cluster · failover · observability · decoupled engines

Execution & Scale

  • Parallelization: independent DAG branches execute concurrently.Paralelizacija: neovisne DAG grane izvršavaju se istovremeno.
  • Parallelization delivers many-times faster processing on real production workloads.Paralelizacija donosi višestruko bržu obradu na stvarnim produkcijskim opterećenjima.
  • Worker pool model enables horizontal processing scale.Model worker pool-a omogućuje horizontalno skaliranje obrade.
  • Multi-cluster execution supports larger throughput and deployment resilience.Multi-cluster izvršavanje podržava veći throughput i otpornost implementacije.
  • Backpressure controls protect throughput stability.Backpressure kontrole štite stabilnost protoka.

Reliability & Security

  • Multi-tenancy with workspace-level isolation and RBAC.Multi-tenancy s izolacijom po workspace-u i RBAC-om.
  • Stability by architecture: decoupled layout engine, API engine, and workers.Stabilnost kroz arhitekturu: odvojeni layout engine, API engine i worker-i.
  • Failover orchestration via worker health checks and redistribution.Failover orkestracija kroz health check i redistribuciju poslova.
  • Observability through node-level execution telemetry.Observability kroz telemetriju izvršavanja na razini čvora.

Ops Extensions

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Roadmap — Future Development

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Roadmap budućeg razvoja i planiranja

Near-term

  • Scenario engine (in progress): guided workflow recipes.Scenario engine (u tijeku): vođeni workflow recepti.
  • Extended designer productivity and template lifecycle controls.Proširena produktivnost designera i kontrole životnog ciklusa predložaka.
  • Deeper run diagnostics and operator actions.Dublja dijagnostika run-a i akcije operatora.

Mid-term

  • Policy-driven compliance and accessibility enhancements.Policy-driven compliance i poboljšanja pristupačnosti.
  • Expanded connector ecosystem for enterprise systems.Proširen connector ekosustav za enterprise sustave.
  • More scenario packs for industry-specific workflows.Više scenario paketa za specifične industrijske workflow-e.

Long-term

  • SaaS expansion and broader self-service onboarding model.SaaS ekspanzija i širi self-service onboarding model.
  • Advanced predictive operations for pre-failure mitigation.Napredna prediktivna operativa za prevenciju kvarova.
  • Regionalized compliance bundles for global deployment.Regionalni compliance paketi za globalnu implementaciju.
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Why We Build This — Vision & Competitive Context

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Zašto ovo gradimo i kako se pozicioniramo uz enterprise CCM i workflow automation alate

Why We Build This

  • We bring 15+ years of industry experience and deep domain knowledge in enterprise document and communication workflows.Donosimo više od 15 godina iskustva i duboko domensko znanje u enterprise dokumentnim i komunikacijskim workflow-ima.
  • We have replaced legacy systems in banking and other sectors with technologies that now complement this platform vision.Zamjenjivali smo legacy sustave u bankarstvu i drugim sektorima tehnologijama koje danas komplementiraju viziju ove platforme.
  • Our goal is to build better tools—more advanced, easier to use, and fully aligned with critical existing functionality.Naš cilj je graditi bolje alate—naprednije, jednostavnije za korištenje i potpuno usklađene s ključnim postojećim funkcionalnostima.
  • We prioritize integrated functionality over workarounds, reducing workflow complexity and improving long-term user support.Prioritet nam je integrirana funkcionalnost umjesto workaround-a, kako bismo smanjili kompleksnost workflow-a i poboljšali dugoročnu korisničku podršku.

Competitive Context

  • Compared with traditional enterprise CCM suites: we emphasize deeper pipeline programmability and tighter operations integration.U odnosu na tradicionalne enterprise CCM sustave: naglašavamo dublju programabilnost pipeline-a i čvršću operativnu integraciju.
  • Compared with generic workflow automation tools: we add document-native layout/PDF intelligence and print-grade output control.U odnosu na generičke workflow automation alate: dodajemo document-native layout/PDF inteligenciju i print-grade kontrolu izlaza.
  • Vision: become the document operations layer between enterprise data systems and multi-channel publishing.Vizija: postati sloj dokumentnih operacija između enterprise data sustava i višekanalnog izdavaštva.
Suggested narrative for general audience: a category bridge between workflow automation and enterprise document composition. Preporučeni narativ za investitore: most između workflow automatizacije i enterprise document composition segmenta.
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Closing

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Design. Automate. Deliver.

Dizajniraj. Automatiziraj. Isporuči.
Data → Omni-Channel
End-to-end orchestration
Ops Ready
Resolution + failover + monitoring
Enterprise
Multi-tenant, scalable, auditable
Prepared for omni-channel delivery, including print-ready PDF (A4 landscape), email, and structured data outputs. Pripremljeno za višekanalnu isporuku, uključujući print-ready PDF (A4 landscape), email i strukturirane izlaze podataka.
Confidential — Kodabit Generated from app documentation • 18/18