Software Alternatives, Accelerators & Startups

Smart Objects VS aiomics

Compare Smart Objects VS aiomics and see what are their differences

Smart Objects logo Smart Objects

A real life signage mockup library

aiomics logo aiomics

The intelligence layer for European hospital IT โ€” verified, structured patient records for admission management and payer case dialogue
  • Smart Objects Landing page
    Landing page //
    2021-10-24
  • aiomics document generation interface
    document generation interface //
    2026-06-07
  • aiomics workflow management
    workflow management //
    2026-06-07

aiomics is the verified intelligence layer that sits on top of hospital IT.

Many hospitals across Europe lose time and money at the same place: the start of a case. A physician assembles each admission from around ten referral documents across five to ten systems, most of them incomplete or contradictory โ€” and the documentation that determines reimbursement, and whether a case survives a payer audit, gets written from those fragments.

Generative AI alone makes this worse. Feed it a badly extracted record and it returns one that is fluent, formatted, and wrong.

aiomics ingests whatever a hospital receives โ€” faxes, PDFs, referrals, questionnaires, dictation โ€” and verifies it against the source through Integros, a multi-agent protocol in which independent models draft, a critic audits every statement against the original document, and an arbiter resolves the rest. What comes out is a structured, fully sourced patient record the hospital can trust.

That record then drives the two most expensive administrative workflows in the building: referral and admission management, and payer case dialogue.

  • More time for medicine โ€” far less time spent assembling admission documentation
  • No doubt in the record โ€” every data point verified against its source
  • No revenue left invisible โ€” complete records mean complete coding

aiomics is ISO 27001 certified, runs entirely within the EU, and is deliberately positioned as an administrative data layer โ€” outside the EU medical-device regulation. Its accuracy is being evaluated independently at a university hospital.

Proposed by AI. Verified by you.

aiomics

Website
aiomics.io
$ Details
paid Free Trial โ‚ฌ1.0 (per patient case on average)
Release Date
2025 December
Startup details
Country
Germany
State
Berlin
City
Berlin
Founder(s)
Dr Sven Jungmann, Dr Nikita Tarasov
Employees
1 - 9

Smart Objects features and specs

  • Scalability
    Smart Objects can be easily scaled across different hardware and software platforms, allowing users to handle large volumes of data and processes efficiently.
  • Interoperability
    Designed to work seamlessly with various systems and devices, Smart Objects facilitate smooth communication and integration across different platforms.
  • Automation
    They enable automated processes and workflows, reducing the need for manual intervention and increasing overall efficiency.
  • Real-time Data Processing
    Smart Objects can process data in real-time, providing timely and accurate information for decision-making.

Possible disadvantages of Smart Objects

  • Complexity
    Implementing Smart Objects can add complexity to systems, requiring specialized knowledge and expertise to manage effectively.
  • Cost
    The development and deployment of Smart Objects can be costly, considering the technology and infrastructure required.
  • Security Risks
    With increased connectivity and data exchange, Smart Objects can present additional security vulnerabilities if not properly safeguarded.
  • Privacy Concerns
    The data collected and processed by Smart Objects may raise privacy issues, necessitating stringent data protection measures.

aiomics features and specs

  • Adversarial verification
    Multi-agent protocol where independent models draft, a critic audits every statement against the source document, and an arbiter resolves conflicts โ€” every data point traceable to its origin.
  • Document ingestion
    Turns faxes, PDFs, referrals, questionnaires and dictation into a structured, fully sourced patient record.
  • Workflow modules
    Drives admission management and payer case dialogue from the verified record; one-click document generation in each hospital's house style.
  • Standards & deployment
    ICD-10-GM, OPS, HL7 v2, FHIR R4. ISO 27001 certified, EU-only processing.

Analysis of Smart Objects

Overall verdict

  • I don't have verified, up-to-date information about a specific company called 'Smart Objects' at smartobjects.co, so I can't confidently confirm its legitimacy, quality, or reputation. Before trusting or purchasing from this site, you should independently verify it.

Why this product is good

  • I don't have reliable data on this specific domain to assess product quality, customer service, or business legitimacy
  • Company names like 'Smart Objects' are generic and could refer to multiple unrelated businesses, making it hard to confirm which one you're asking about
  • Domains can change ownership, business models, or shut down, so any older information could be outdated or inaccurate
  • Without verified reviews, trust signals (SSL, business registration, contact info), or third-party ratings, no fair assessment can be made

Recommended for

  • Anyone considering this site should first check independent reviews on platforms like Trustpilot, BBB, or Reddit
  • Verify the company's contact information, physical address, and business registration before purchasing
  • Look for secure payment options and clear return/refund policies on the site itself
  • Consider reaching out to their customer support with questions before committing to a purchase

Smart Objects videos

Photoshop SMART OBJECTS explained using 7 HOT TIPS

More videos:

  • Tutorial - Smart Objects in Photoshop: Why you should use them & how to edit smart objects in Photoshop 2021
  • Review - Embedded Layers explained - Affinity Photo // Smart Layers, Smart Objects

aiomics videos

No aiomics videos yet. You could help us improve this page by suggesting one.

Add video

Category Popularity

0-100% (relative to Smart Objects and aiomics)
Design
100 100%
0% 0
Document Management
0 0%
100% 100
Productivity
100 100%
0% 0
Healthcare
0 0%
100% 100

Questions & Answers

As answered by people managing Smart Objects and aiomics.

Which are the primary technologies used for building your product?

aiomics's answer:

Python and FastAPI on the backend; React, TypeScript and Tailwind on the frontend. A multi-agent LLM verification layer orchestrated with LangGraph and observed via Langfuse, built on LlamaIndex. Graph and vector storage via FalkorDB. Clinical standards: ICD-10-GM, OPS, LOINC, HL7 v2 and FHIR R4. Hosted entirely in the EU on AWS Frankfurt; sovereign European and on-premise alternatives are available upon request. The marketing site runs on Next.js with a Sanity CMS.

Who are some of the biggest customers of your product?

aiomics's answer:

Anonymization rule applies here โ€” no named clinic groups in public materials. Use generics:

  • A large rehabilitation and acute-care hospital group, live across multiple sites; additional live pilots in Germany, Switzerland and Sweden; Used by various smaller clinics.
  • 30+ sites covered under a group framework agreement (in progress)
  • University hospital and large public hospital groups in active pilots

What makes your product unique?

aiomics's answer:

aiomics verifies clinical data instead of just generating it. Most AI tools extract or draft text in a single pass โ€” feed them an incomplete record and they return one that is fluent, formatted, and wrong. aiomics runs every extraction through an adversarial protocol in which independent models draft, a critic audits each statement against the original document, and an arbiter resolves the rest. What comes out is a structured patient record where every data point traces back to its source. Proposed by AI, verified by the physician.

How would you describe the primary audience of your product?

aiomics's answer:

German and DACH-region hospitals and rehabilitation clinics, typically within larger hospital groups. The buyers are CFOs (revenue integrity, audit defense), CIOs (KIS-agnostic integration, security), and senior physicians (time returned to clinical work). Expanding into acute-care hospitals, oncology centres, vocational rehabilitation, and individual physician practices, with first engagements in Switzerland and Sweden.

Why should a person choose your product over its competitors?

aiomics's answer:

No competitor verifies new data against the existing patient record. Scribes generate but don't check; extraction tools pull data but don't reconcile contradictions across sources. aiomics sits on top of the systems a hospital already runs โ€” it stays agnostic to the KIS and ingests whatever arrives, in any format. It is ISO 27001 certified, runs entirely in the EU, and is deliberately positioned as an administrative data layer outside the medical-device regulation. Its accuracy is being evaluated independently at a university hospital. The defensibility is integration depth: every connected site accumulates field mappings and edge-case resolutions that take a year to build and cannot be carried elsewhere.

What's the story behind your product?

aiomics's answer:

A physician at a hospital opens her morning with around ten referral documents for a single admission โ€” most incomplete or contradicting one another, scattered across five to ten systems. By the time she has assembled a coherent picture, the documentation that decides reimbursement and survives a payer audit is already being written, against the clock, from fragments. Hospitals treat this as a billing problem and try to fix it at the end, but the cost and audit exposure are decided at the start, in the documents. aiomics was built to fix it there: an intelligence layer that ingests everything arriving at the hospital, verifies it against the source, and hands back a record the hospital can trust. Founded in Berlin by a physician and a physicist.

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