// nervid_data_platform
Develogi · Data Solutions
One trusted data source. For business and for AI - NERVID.
Nervid connects your systems — SAP, CRM, e-shop, ERP — into one managed data layer. Clean, searchable, and immediately available data, without months of development and without dependence on the IT front. From data chaos to data products — in weeks, not years.
"I need data from X in the form of Y. Where is the source of the data? Who will provide it to me? Is it correct?"
→ And then there's the waiting. Weeks. Months. That's it.
RESOURCES
NERVID_CORE
CONSUMERS
0 streams · latency <15ms
300k+
transactions / day · production
at our customers
at our customers
100k/s
transaction throughput · stress test
4–8 weeks
implementation into production · iteratively
// problem
You have the data. But you can't reach them.
the reality of every company
The data exists — in ERP, in CRM, in e-shop, in logistics. But each 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 the form of Y."
→ Estimated time: 3–8 weeks. Again.
→ Estimated time: 3–8 weeks. Again.
Where does it hurt the most?
High-quality AI output is ruined by poorly named and processed data context. Every new project — AI model, BI dashboard, partner connection, marketing tool — starts from scratch. No shared data foundations, no self-service, no catalog.
5+ systems · various formats · no owner
→ manually unconsolidable, duplicates, outages
→ manually unconsolidable, duplicates, outages
You have the data. But you need it. cleanse and transform.
why deal with it
Raw data from different systems is full of duplicates, inconsistent formats, and missing values. Until it is cleaned, validated, and transformed into a unified model, every report and AI model on it only multiplies the errors. Nervid solves this layer automatically and on the fly — you get data ready for immediate use.
Clutter in → clutter out
→ with Nervid: clean in → value out
→ with Nervid: clean in → value out
specific example
The e-shop has a customer's phone number in four different formats (+420, 00420, with spaces, without area code) and 38 % contacts are incomplete. Nervid normalizes the numbers to a single canonical form on the fly, fills in missing CRM and billing data, and marks invalid records — without a single manual intervention.
before: 38 % usable contacts
→ after: 95 % pure and enriched
→ after: 95 % pure and enriched
Nervid visual ecosystem
Continuous movement
Instead of static diagrams in ETL (batch transfer), Nervid works with a live stream. Data flows from dozens resources via the central Nervid application, where validation and transformation take place.
The result is cleansed and structured data delivered directly consumers without delay – in real time.
SOURCES · DATA PRODUCERS
NERVID_CORE
CONSUMERS
NERVID
⚗
CLEANING
›
⇄
TRANSFORMATION
›
▦
CATALOGING
DATA OBJECT CATALOG
128 objects
| Object | Diagram | Quality | State |
|---|
75 streams latency <15ms · 128 live objects
// solution · data_pipeline
Data platform as backbone of the system
Nervid (a data integration platform from Develogi) is a layer between your source systems and everything that consumes data. Existing connectors, or we design a new one. The data goes through the pipeline and comes out clean, contextual, business-ready.
01 / RESOURCES
Ingestion
Connection to SAP, CRM, ERP, databases, REST API, files. Existing connectors or new custom ones.
02 / PIPELINE
Raw → pure
Deduplication, cleansing, identity matching, context enrichment. Automatically, on the fly.
03 / CATALOGUE
Ready for business
Analysts and business users can select data themselves from the catalog — without waiting for IT and without requests.
04 / CONSUMERS
Delivery
AI/ML models, BI & reporting, partners, marketing. (Near) real-time ingestion and consumption.
05 / LINEAGE DATA
Data lineage
You see where data comes from and where it goes — the complete origin and flow of every record across the entire pipeline.
Key platform modules
Connectivity
A wide range of pre-prepared 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
Detailed overview of the status of each message, system throughput and automatic alerts.
Ecosystem connectivity
Connectors
- APIs
- Postgres
- MySQL
- Google Big Query
- MSSQL
- Files (CSV, XLSX)
- Oracle database
- MongoDB
- SAP
- Redis
- Pulsar
+ Custom-made connectors according to order
Tools for professionals
Visual Designer
Design data flows with drag-and-drop without having to write code.
Observability
Complete real-time overview of the health of your data pipelines.
Governance
Enterprise-level security, RBAC (resource-based access control) and activity logging.
Lineage data
You see where data comes from and where it goes — complete origin and flow across the entire pipeline.
// samples from the platform
// why_not_seem
Why choose Nervid?
- True Real-Time: No batch processing. Data is delivered within milliseconds of creation.
- Lower Total Cost of Ownership (TCO): No more custom scripts and expensive ETL licenses — fewer people, less maintenance, predictable costs.
- Scalability: Nervid grows with you — from thousands to billions of messages per day thanks to its cloud-native architecture.
- Safety first: End-to-end encryption and full compliance with GDPR and ISO standards.
- No supplier dependency: 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, SLAs, and quality metrics. You know who is responsible for what.
- Lineage data: For clarity, monitoring and data mapping, you have complete information about the source.
// for_whom
Who is it for? Nervid
- Data Management and CTO: A single, managed source of truth, governance, and cost control across the entire company.
- Data analysts: Self-service access to clean and contextual data — without waiting for IT.
- Business and operations: Faster reports and decisions based on data you can trust.
- AI/ML teams: High-quality, searchable data ready for models — less preparation, better results.
// usage_scenarios
Where is Nervid? helps
Customer unification
A single data object. For example, a customer — one canonical record connected from all systems (e-shop, CRM, invoicing), traceable and with an owner.
AI-ready data
Clean, consistent, and contextual input for AI and ML models — without manual cleaning before each project.
Reporting and data sharing
Real-time reporting and secure data sharing with partners — only what they have permission to do.
Deployment efficiency
Three systems, three truths. One data object.
Nervid matches, cleanses, and enriches customer data from three source systems into a single canonical record — traceable, with SLA and ownership.
↓ BEFORE · fragmented data
E-shop · PostgreSQL
name: "Jonza Novak"
e-mail: honza.novak@gmail.com
orders: 47
e-mail: honza.novak@gmail.com
orders: 47
⚠ lowercase, no diacritics
Invoicing SAP
billing: "Jan Novak"
ID: 12345678
addr: Brno, Veveří 12
ID: 12345678
addr: Brno, Veveří 12
⚠ last name first
CRM Salesforce
label: "Mr. J. Novak"
segment: VIP
NPS: 9
segment: VIP
NPS: 9
⚠ title, different format
→
NERVID
pairing
cleaning
enrichment
publication
cleaning
enrichment
publication
→
↓ PO · one data object
Resulting data product
Jan Novak
C-00472831
personal
e-mail: honza.novak@gmail.com
phone: +420 775 123 456
billing
ID: 12345678
address: Brno, Veveří 12
commercial
segment: VIP · order: 47 · NPS: 9
quality
sources: 3/3 · SLAs: <1h · owner: Data Domain
// impact · medium-sized_company
What will it bring? your company
costs
Immediate cost reduction
Commonly saving developer work on data integrations
For a company with 20 developers, the approximate capacity for data tasks is ~20 % of time. With a super gross cost of 140 thousand CZK per month per developer, it's more than 4 million CZK per year — plus how much does it cost for business people to wait for their data and lost profit?
speed of implementation
From weeks to hours
Multiple campaigns for MKT, research and other business scenarios
The data use case is launched by the marketing or analyst themselves via the self-service catalog.
ai ready
From chaos to AI
ROI of tools you already pay for
Clean data will boost the performance of BI, AI, and predictive models — tools that a company already has.
safety and stability
Separate layer
Zero risk access
Partners, third parties, and AI agents work with data separately from production.
data rate
Real-time
Freshness under 1 hour
Don't wait minutes, hours, or days for your data. (Near) real-time data collection as the default.
transparency
Clear ownership
SLAs, metrics, traceability
Each data product has an owner and measurable SLAs. Traceability to sources.
−70 %
time for new data integration
versus custom development
versus custom development
latency in milliseconds
Real-time delivery
without data transformation
without data transformation
100 %
data traceability (lineage)
from source to consumer
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 | Challenging (high) | Medium | Low (visual) |
| Real-time stream | Comprehensive implementation | Often limited | Native support |
| Price (operation) | High (people) | High (license) | Efficient (SaaS/On-prem) |
Nervid vs. common integration methods
Nervid is not just another transmission pipe — it is a managed layer that not only moves data, but also cleans, connects, catalogs, and gives it ownership.
| What are you solving? | Batch ETL | Messaging (Kafka, RabbitMQ) | Simple APIs | Nervid |
|---|---|---|---|---|
| Role | Batch data processing | Real-time message transmission | Point connection of two systems | A managed data layer above everything |
| Data cleaning and linking | Yes — in the transformation phase (batch) | No broker; only via Kafka Streams/ksqlDB | Does not solve | Included — matching, deduplication, enrichment |
| Catalog and ownership | No | No (Kafka only Schema Registry) | No | Yes — catalog, SLA, owner |
| Historicization (time-travel) | Need to be addressed separately (SCD, snapshots) | Replay log by retention, not status at a point in time | No | Yes — return to any state |
| Development complexity | Medium–high (tool, maintenance) | High (infrastructure) | Grows with the number of connections | Low for flows and transformations (no code); new connector is being developed to suit |
| Real-time | As a rule, no (doses) | Yes (core solution) | It depends on the implementation | Yes — (almost) in real time |
What Nervid is not
✕
It is not a data warehouse (DWH)
Nervid doesn't store data as a primary repository — your data stays with you. It connects to Snowflake, BigQuery, and your existing warehouse.
✕
It's not BI/visualization
Nervid doesn't draw dashboards instead of Power BI or Tableau. Instead, it provides them with clean, contextual data ready to use.
✕
It is not just message broker
Unlike Kafka or RabbitMQ, it doesn't just handle message transmission — it also transforms, cleans, catalogs, and versions data.
✕
It's not one-size-fits-all connector
Instead of dozens of point integrations between systems, it's one managed layer with clear ownership and governance.
The path to implementation
Analysis
Mapping resources and business goals.
Proof of Concept
Proof of concept on a key stream.
Integration
Connecting the entire ecosystem.
Scaling and development
Optimization and development of other flows.
// price list · saas_model
Nervid SaaS Price list
Transparent pricing with no hidden fees. Start with a pilot analysis, scale as needed. All prices are exclusive of VAT.
Pilot analysis
and product settings
and product settings
22,900 CZK
one-time · excluding VAT
Initial technical and product analysis, proposal for basic Nervid platform settings and recommendation of appropriate scope for initial deployment.
- Introductory technical and product analysis
- Design of basic platform settings
- Settings 1 connector
- Initial deployment scope recommendations
- Data historization proposal — preservation of all historical conditions
- Consultations in the scope until 8 p.m.
Work beyond 20 hours is charged separately according to agreement — rate 1,500 CZK/h excluding VAT.
Nervid Business
SaaS standard
SaaS standard
49,900 CZK
/ month · excluding VAT
Basic SaaS platform operation with standard monitoring, environment management, and support on business days.
- Basic product Nervid
- SaaS operation including complete infrastructure
- Standard monitoring
- SLA support Mon–Fri 8:00–17:00 CET
- Incident response within 60 minutes (according to SLA hours)
- Response to service/change request within 2 working days
- 4 existing connectors included in the price
- Data historization — return in time to any recording state
- Data traffic according to the price list
Business critical
Nervid Business
Enterprise SaaS
Enterprise SaaS
94,900 CZK
/ month · excluding VAT
SaaS operation for business-critical data flows with priority monitoring and 24/7 SLA mode.
- Basic product Nervid
- SaaS operation including complete infrastructure
- Extended monitoring
- Business Critical 24/7 SLA
- Incident response within 30 minutes · 24/7
- Response to service/change request within 8 working hours (Mon–Fri 8–17 CET)
- 6 existing connectors included in the price
- Data historization + long-term archiving — unlimited history retention and audit of time-travel queries
- Data traffic according to the price list
Extra connectors
9,900 CZK / month
excluding VAT / 1 connector
excluding VAT / 1 connector
A connector is billed separately based on the number of active connectors. One connector is considered to be one type of active connection — e.g. MS SQL, PostgreSQL, API connector, data output or other supported source or destination. Custom connector development or specific modifications are priced individually. Note: input and output are counted separately — e.g. MS SQL on input + MS SQL on output = 2 connectors.
Tailor-made work
1,500 CZK / hour
excluding VAT
excluding VAT
Custom connectors, specific transformations, connection of source systems, migration, data model, integration into the customer's internal systems and other development work are priced individually according to scope.
Do you need an entire data team to handle your company data for you?
Architects, data engineers, and consultants — a well-coordinated team that will deploy Nervid, connect your systems, and take care of operations. We have it for you.
Data traffic (Business Standard and Business Enterprise — billed based on actual usage)
| Item | Price excluding VAT |
|---|---|
| Data ingress / data in | 6 CZK / GB |
| Data egress / data out | 2 CZK / GB |
| Saved data / storage | 4 CZK / GB / month |
// price list · on_premise
Nervid On-Premise or your own Cloud Price list
Tailor-made offer, according to specifications — contact us →
// security_and_governance
Trust and compliance
- End-to-end encryption: Data is protected during transmission and in storage.
- GDPR and ISO compliance: A platform designed to meet regulatory requirements.
- Access Rights Management (RBAC): Each user sees and obtains only the data to which they have permission.
- Complete audit: Every access and change is recorded and traceable.
- Guaranteed SLAs: Contractually based availability and operating parameters.
// frequently asked questions
Frequently asked questions decision-makers
- How quickly can we deploy? Typically in 4-8 weeks, iteratively and in measurable steps.
- What if we have an older system without a connector? We will use an existing connector or design a new one to suit your needs.
- Who owns the data? You. Nervid works with open formats and your data remains in your infrastructure (on-prem, own cloud). With SaaS, you are the owner, on our infrastructure.
- On-premise, cloud or hybrid? All variants — you choose the operation according to your requirements.
- How much does it cost in total and when will the investment be returned? The price is transparent according to the SaaS plan or on-premise license (see price list). The payback typically comes from the savings in developer capacity — instead of months of custom integrations, it's days to weeks, so the costs are usually recovered during the first projects.
- What about security and compliance (GDPR, ISO)? Nervid runs as a separate layer with full auditing, RBAC, and encryption in transit and at rest. The architecture is designed for GDPR and ISO compliance; sensitive data never leaves your infrastructure.
- What happens when we finish with Nervid? No vendor lock-in. Data is in open formats and stays with you, so you can take it with you at any time without migration. You pay for value, not for being locked in.
- Do we need our own data team for this? Not necessarily. Visual tools and pre-built connectors can be handled by a smaller team. With SaaS, we handle operation, monitoring, and SLA; optionally, we can also provide a complete data team to operate the platform for you.
- How does Nervid fit into 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 API — and feeds them clean, contextual data ready to use.
// let's_start
Make an appointment pilot analysis of your data.
We will take a non-binding look at your real systems and data sources and show the specific benefits 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
Business contact
English 
Czech