How quickly can we deploy?

Into production typically within 4–8 weeks, iteratively and in measurable steps.

What if we have a legacy system without a connector?

We use an existing connector, or design a new one to fit.

You do. Nervid works with open formats and your data stays in your infrastructure (on-premise, your own cloud). With SaaS you remain the owner, on our infrastructure.

On-premise, cloud, or hybrid?

All variants — you choose the operation according to your requirements.

What is the total cost and when does it pay off?

Pricing is transparent per SaaS plan or on-premise license (see pricing). The return typically comes from saved developer capacity — instead of months of custom integration it takes days to weeks, so the cost usually pays off within the first projects.

What about security and compliance (GDPR, ISO)?

Nervid runs as a separate layer with full audit, role-based access control (RBAC) and encryption in transit and at rest. The architecture is designed for GDPR and ISO compliance; sensitive data never has to leave your infrastructure.

What happens if we stop using Nervid?

No vendor lock-in. Data is in open formats and stays with you, so you can take it anywhere at any time without a migration. You pay for value, not for being locked in.

Do we need our own data team for this?

Not necessarily. The visual tools and pre-built connectors are manageable even for a small team. With SaaS we handle operations, monitoring and SLAs; optionally we also provide a complete data team that runs the platform for you.

How does Nervid fit our existing stack?

Nervid is a layer between sources and consumers, not a replacement for your tools. It connects to what you already have — Snowflake, Power BI, Databricks, SAP, REST APIs — and delivers clean, contextual data ready to use.

// nervid_data_platform

Develogi · Data solutions

One trustworthy source of data. For business and AI - NERVID.

Nervid connects your systems — SAP, CRM, e-shop, ERP — into a single governed data layer. Clean, traceable and instantly available data, without months of development and without depending on the IT queue. From data chaos to data products — in weeks, not years.

"I need data from X in shape Y. Where is the data source? Who will give it to me? Is it correct?"→ And then you wait. Weeks. Months. That ends now.

Start the stream How it works

SOURCES

NERVID_CORE

CONSUMERS

75 streams · latency <15ms

300k+

transactions / day · production
at our customers

100k/s

transaction throughput · stress test

4–8 weeks

deployment to production · iteratively

// problem

interactive story · from chaos to catalog

You have the data. But you can't get to it.

the reality of every company

Data exists — in ERP, in CRM, in the e-shop, in logistics. But every system speaks differently. Different field names, different formats, different customer identifiers. The result: duplicates, inconsistencies, manual work by developers instead of business value.

"I need data from X in shape Y."
→ Estimated time: 3–8 weeks. Again.

where it hurts the most

Quality AI output fails on poorly named and processed data context. Every new project — an AI model, BI dashboard, partner integration, marketing tool — starts from scratch. No shared data foundations, no self-service, no catalog.

5+ systems · different formats · no owner
→ cannot be unified manually, duplicates, outages

You have the data. But you need to clean and transform it.

why solve it

Raw data from various systems is full of duplicates, inconsistent formats and missing values. Until it goes through cleaning, validation and transformation into a unified model, every report and AI model just multiplies the errors. Nervid handles this layer automatically and on the fly — you get data ready for immediate use.

Garbage in → garbage out
→ with Nervid: clean in → value out

a concrete example

The e-shop stores the customer's phone number in four different formats (+420, 00420, with spaces, without prefix) and 38% of contacts are incomplete. Nervid normalizes the numbers on the fly into a single canonical form, fills in missing data from CRM and billing, and flags invalid records — without a single manual intervention.

before: 38% usable contacts
→ after: 95% clean and enriched

The Nervid visual ecosystem

Continuous motion

Instead of static diagrams in ETL (batch transfer), Nervid works with a live stream. Data flows from dozens of sources through the central Nervid application, where validation and transformation take place.

The result is cleaned and structured data delivered directly to consumers without delay – in real time.

SOURCES · DATA PRODUCERS

NERVID_CORE

CONSUMERS

SAPSAP

CRMCRM

SQLMS SQL

PGPostgreSQL

ORAOracle

APIREST API

KFKKafka

FILECSV / XLSX

AIAI models

BIPower BI

DWHDWH

MKTMarketing

APPApplication

APIPublic API

SHRData sharing

CSVExport

NERVID

⚗

CLEANING

›

⇄

TRANSFORMATION

›

▦

CATALOGING

CATALOG OF DATA OBJECTS128 objects

Object	Schema	Quality	Status
zakaznik_360	public	99	live
objednavky	sales	97	live
produkty	catalog	94	live
platby	finance	91	scan

75 streams · latency <15 ms · 128 objects live

// solution · data_pipeline

The data platform as the backbone of your systems

Nervid (the data integration platform from Develogi) is the layer between your source systems and everything that consumes data. Existing connectors, or we design a new one. Data passes through the pipeline and comes out clean, contextual, business-ready.

01 / SOURCES

Ingestion

Connection to SAP, CRM, ERP, databases, REST APIs, files. Existing connectors or a custom one.

02 / PIPELINE

Raw → clean

Deduplication, cleaning, identity matching, context enrichment. Automatically, on the fly.

03 / CATALOG

Business-ready

Analysts and business users pick data from the catalog themselves — without waiting for IT and without tickets.

04 / CONSUMERS

Delivery

AI/ML models, BI & reporting, partners, marketing. (Near) real-time subscription and consumption.

05 / DATA LINEAGE

Data lineage

You see where data comes from and where it flows — the complete origin and flow of every record across the entire pipeline.

Key platform modules

Connectivity

A wide range of pre-built connectors for SQL, NoSQL, ERP (SAP) and modern SaaS applications.

Transformation

Mapping, aggregation and business logic without code — in real time, understandable even for data analysts.

Monitoring

A detailed overview of the status of every message, system throughput and automatic alerts.

Ecosystem connectivity

Connectors

API
Postgres
MySQL
Google Big Query
MSSQL
Files (CSV, XLSX)
Oracle database
MongoDB
SAP
Redis
Pulsar

+ Custom connectors on demand

Professional-grade tools

Visual Designer

Design data flows in a drag-and-drop way without writing code.

Observability

A complete overview of the health of your data pipelines in real time.

Governance

Enterprise-grade security, RBAC (role-based access control) and activity logging.

Data Lineage

You see where data comes from and where it flows — the complete origin and flow across the entire pipeline.

// platform showcase

// why_nervid

Why choose Nervid?

True Real-Time: No batch processing. Data is delivered within milliseconds of its creation.
Lower total cost (TCO): No more custom scripts or expensive ETL licenses — fewer people, less maintenance, predictable costs.
Scalability: Nervid grows with you — from thousands to billions of messages per day thanks to cloud-native architecture.
Security first: End-to-end encryption and full compliance with GDPR and ISO standards.
No vendor lock-in: Standard open data formats. Your data stays yours — run it on-premise, in the cloud or hybrid.
Clear ownership: Every data product has an owner, an SLA and quality metrics. You know who is responsible for what.
Data lineage: For clarity, monitoring and data mapping you have complete information about the source.

// for_whom

Who is Nervid for

Data leaders and CTOs: One governed source of truth, governance and cost control across the whole company.
Data analysts: Self-service access to clean, contextual data — without waiting for IT.
Business and operations: Faster reports and decisions built on data you can trust.
AI/ML teams: High-quality, traceable data ready for models — less preparation, better results.

// use_cases

Where Nervid helps

◎

Customer unification

A unified data object. For example a customer — one canonical record joined from all systems (e-shop, CRM, billing), traceable and with an owner.

✦

Data ready for AI

Clean, consistent and contextual input for AI and ML models — without manual cleaning before every project.

⇄

Reporting and data sharing

Real-time reporting and secure data sharing with partners — only what they are authorized to access.

Deployment efficiency

Model scenario: 2 different sources, a dozen tables · relative effort / time to production

Custom development

Traditional ETL

Nervid Platform

Speed up the time-to-market of your data projects by up to 80% thanks to Nervid's modularity.

Three systems, three truths. One data object.

Nervid matches, cleans and enriches customer data from three source systems into one canonical record — traceable, with an SLA and an owner.

↓ BEFORE · fragmented data

E-shop · PostgreSQL

name: "honza novák"
email: honza.novak@gmail.com
orders: 47

⚠ lowercase, no diacritics

Billing · SAP

billing: "Novák Jan"
IČO: 12345678
addr: Brno, Veveří 12

⚠ surname first

CRM · Salesforce

label: "Mr. J. Novák"
segment: VIP
NPS: 9

⚠ title, different format

→

NERVID

matching

cleaning

enrichment

publication

→

↓ AFTER · one data object

Resulting data product

Jan Novák

C-00472831

personal

email: honza.novak@gmail.com

tel: +420 775 123 456

billing

IČO: 12345678

adresa: Brno, Veveří 12

commercial

segment: VIP · obj.: 47 · NPS: 9

quality

match

0.97

sources: 3/3 · SLA: <1h · owner: Data Domain

// impact · mid-sized_company

What it brings your company

costs

Immediate cost reduction

Typical savings on developer work for data integrations

In a company with 20 developers, the indicative capacity spent on data tasks is ~20% of their time. At a fully loaded cost of CZK 140k per developer per month, that is more than CZK 4 million a year tied up in data integrations.

implementation speed

From weeks to hours

Multiples of campaigns for marketing, research and other business scenarios

Marketing or an analyst launches a data use case themselves via the self-service catalog.

ai ready

From chaos to AI

ROI of tools you already pay for

Clean data boosts the performance of BI, AI and predictive models — tools the company already owns.

security and stability

Separate layer

Zero access risk

Partners, third parties and AI agents work with data separately from production.

data speed

Real-time

Data freshness under 1 hour

Don't wait minutes, hours or days for your data. (Near) real-time data subscription as the default state.

transparency

Clear ownership

SLA, metrics, traceability

Every data product has an owner and measurable SLAs. Full traceability back to the sources.

−70 %

less time on a new data integration
compared to custom development

latency in milliseconds

Delivery in real time
without data transformation

100 %

data traceability (lineage)
from source to consumer

Comparison of integration approaches

Property	Custom code (Python/C#)	Traditional ETL	Nervid Platform
Development speed	Slow (months)	Medium (weeks)	Extreme (days)
Maintenance	High effort	Medium	Low (visual)
Real-time stream	Complex implementation	Often limited	Native support
Cost (operation)	High (people)	High (licenses)	Efficient (SaaS/On-prem)

Nervid vs. common integration approaches

Nervid is not just another pipe — it is a governed layer that not only moves data, but also cleans, links, catalogs it and gives it an owner.

What you need	Batch ETL	Messaging (Kafka, RabbitMQ)	Simple API	Nervid
Role	Batch data processing	Real-time message transport	Point-to-point link of two systems	A governed data layer over everything
Data cleaning and linking	Yes — in the transform phase (batch)	Broker no; only via Kafka Streams/ksqlDB	Not handled	Built in — matching, deduplication, enrichment
Catalog and ownership	No	No (Kafka only Schema Registry)	No	Yes — catalog, SLA, owner
Historization (time-travel)	Must be handled separately (SCD, snapshots)	Log replay per retention, not point-in-time state	No	Yes — go back to any state
Development effort	Medium–high (tool, maintenance)	High (infrastructure)	Grows with the number of links	Low for flows and transformations (no code); a new connector is custom-built
Real-time	Usually not (batches)	Yes (core of the solution)	Depends on implementation	Yes — (near) real-time

What Nervid is not

It is not a data warehouse (DWH)

Nervid does not store data as a primary store — your data stays with you. It connects to Snowflake, BigQuery and your existing warehouse.

It is not BI / visualization

Nervid does not draw dashboards instead of Power BI or Tableau. But it supplies them with clean, contextual data ready to use.

It is not just a message broker

Unlike Kafka or RabbitMQ it does not just move messages — it also transforms, cleans, catalogs and versions the data.

It is not a single custom connector

Instead of dozens of point-to-point integrations between systems it is one governed layer with clear ownership and governance.

Path to implementation

Analysis

Mapping of sources and business goals.

Proof of Concept

Validating the concept on a key stream.

Integration

Connecting the entire ecosystem.

Scaling and growth

Optimization and growth of further flows.

// pricing · saas_model

Nervid SaaS Pricing

Nervid On-Premise ↓

Transparent pricing with no hidden fees. Start with a pilot analysis, scale as needed. All prices are excl. VAT.

Pilot analysis
and product setup

CZK 22,900

one-time · excl. VAT

Initial technical and product analysis, a proposal of the basic Nervid platform setup and a recommendation of a suitable scope for the first deployment.

Initial technical and product analysis
Proposal of the basic platform setup
Setup of 1 connector
Recommendation of the first deployment scope
Data historization design — preservation of all historical states
Consultation of up to 20 hours

Work beyond 20 hours is billed separately by agreement — rate CZK 1,500/h excl. VAT.

Nervid Business
Standard SaaS

CZK 49,900

/ month · excl. VAT

Basic SaaS operation of the platform with standard monitoring, environment management and support on business days.

Basic Nervid product
SaaS operation incl. complete infrastructure
Standard monitoring
SLA support Mon–Fri 8:00–17:00 CET
Incident response within 60 min (per SLA hours)
Response to a service/change request within 2 business days
4 existing connectors included
Data historization — go back in time to any state of a record
Data traffic as per pricing

Business critical

Nervid Business
Enterprise SaaS

CZK 94,900

/ month · excl. VAT

SaaS operation for business-critical data flows with priority monitoring and a 24/7 SLA mode.

Basic Nervid product
SaaS operation incl. complete infrastructure
Extended monitoring
Business Critical 24/7 SLA
Incident response within 30 min · 24/7
Response to a service/change request within 8 business hours (Mon–Fri 8–17 CET)
6 existing connectors included
Data historization + long-term archive — unlimited history retention and time-travel query audit
Data traffic as per pricing

Extra connectors

CZK 9,900 / month
excl. VAT / 1 connector

A connector is billed separately based on the number of active connectors. One connector is one type of active connection — e.g. MS SQL, PostgreSQL, API connector, etc.

Custom work

CZK 1,500 / hour
excl. VAT

Custom connectors, specific transformations, source system integrations, migrations, data model, integration into the customer's internal systems and other development work.

Need an entire data team to handle your company data for you?

Architects, data engineers and consultants — a well-coordinated team that deploys Nervid, connects your systems and takes care of operations. We have one for you.

Let's meet →

Data traffic (Business Standard and Business Enterprise — billed by actual consumption)

Item	Price excl. VAT
Data ingress / data in	CZK 6 / GB
Data egress / data out	CZK 2 / GB
Stored data / storage	CZK 4 / GB / month

// pricing · on_premise

Nervid On-Premise or your own Cloud Pricing

Custom offer based on specifications — contact us →

// security_and_governance

Trust and compliance

End-to-end encryption: Data is protected both in transit and at rest.
GDPR and ISO compliance: A platform designed to meet regulatory requirements.
Role-based access control (RBAC): Each user sees and obtains only the data they are authorized to.
Complete audit: Every access and change is recorded and traceable.
Guaranteed SLA: Contractually backed availability and operating parameters.

// faq

FAQ for decision-makers

How quickly can we deploy? Into production typically within 4–8 weeks, iteratively and in measurable steps.
What if we have a legacy system without a connector? We use an existing connector, or design a new one to fit.
Who owns the data? You do. Nervid works with open formats and your data stays in your infrastructure (on-premise, your own cloud). With SaaS you remain the owner, on our infrastructure.
On-premise, cloud, or hybrid? All variants — you choose the operation according to your requirements.
What is the total cost and when does it pay off? Pricing is transparent per SaaS plan or on-premise license (see pricing). The return typically comes from saved developer capacity — instead of months of custom integration it takes days to weeks, so the cost usually pays off within the first projects.
What about security and compliance (GDPR, ISO)? Nervid runs as a separate layer with full audit, role-based access control (RBAC) and encryption in transit and at rest. The architecture is designed for GDPR and ISO compliance; sensitive data never has to leave your infrastructure.
What happens if we stop using Nervid? No vendor lock-in. Data is in open formats and stays with you, so you can take it anywhere at any time without a migration. You pay for value, not for being locked in.
Do we need our own data team for this? Not necessarily. The visual tools and pre-built connectors are manageable even for a small team. With SaaS we handle operations, monitoring and SLAs; optionally we also provide a complete data team that runs the platform for you.
How does Nervid fit our existing stack? Nervid is a layer between sources and consumers, not a replacement for your tools. It connects to what you already have — Snowflake, Power BI, Databricks, SAP, REST APIs — and delivers clean, contextual data ready to use.

// let's_begin

Arrange a pilot analysis of your data.

We'll take a no-obligation look at your real systems and data sources and show the concrete benefit for your company — architecture, integration, governance.

We are not consultants. We deliver a working system, built by a team that runs it in production.

Architects

Sales contact