Software Alternatives, Accelerators & Startups

aiomics VS CheepCode

Compare aiomics VS CheepCode and see what are their differences

aiomics logo aiomics

The intelligence layer for European hospital IT โ€” verified, structured patient records for admission management and payer case dialogue

CheepCode logo CheepCode

$1 per task.Get building.
  • 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.

Not present

aiomics

Website
aiomics.io
Pricing URL
-
$ 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

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.

CheepCode features and specs

No features have been listed yet.

Analysis of aiomics

Overall verdict

  • Aiomics appears to be a niche AI-driven platform, but there is limited independent, verifiable information available about its features, performance, and user satisfaction, so it's difficult to give a definitive assessment without direct testing or more third-party reviews.

Why this product is good

  • Claims to leverage AI/automation for its core service offering
  • May offer a modern, tech-forward approach to its target problem space
  • Website suggests focus on specific industry or use-case solutions
  • Potentially useful for early adopters interested in AI-driven tools

Recommended for

  • Users specifically researching niche AI tools who are comfortable evaluating early-stage or lesser-known platforms
  • Those who need to independently verify claims through trials, demos, or direct contact with the company
  • Businesses willing to test a potentially newer entrant rather than relying on established, well-reviewed alternatives

Analysis of CheepCode

Overall verdict

  • I don't have verified, up-to-date information about CheepCode (cheepcode.com) to make a reliable assessment of its quality, features, or reputation. I cannot confirm details about this specific service.

Why this product is good

  • I do not have specific data on CheepCode's features, pricing, or user reviews
  • I cannot verify claims about this product's performance or reliability
  • This appears to be a niche or newer service that isn't well-documented in my training data
  • Making claims without verified information could be misleading

Recommended for

  • Before using this service, research current user reviews on independent platforms
  • Check recent Reddit, Trustpilot, or G2 reviews for firsthand experiences
  • Verify the company's legitimacy through business registries or domain age checks
  • Contact the company directly with questions about their offerings and support
  • Look for case studies or testimonials from verified customers

Category Popularity

0-100% (relative to aiomics and CheepCode)
Document Management
100 100%
0% 0
AI
50 50%
50% 50
Healthcare
100 100%
0% 0
Developer Tools
0 0%
100% 100

Questions & Answers

As answered by people managing aiomics and CheepCode.

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.

User comments

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Social recommendations and mentions

Based on our record, CheepCode seems to be more popular. It has been mentiond 1 time since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

aiomics mentions (0)

We have not tracked any mentions of aiomics yet. Tracking of aiomics recommendations started around Jun 2026.

CheepCode mentions (1)

  • Remote MCP Support in Claude Code
    If you like that workflow you might love CheepCode[0] which I built specifically to support it! CheepCode connects to Linear and works on tickets as they roll in, submitting PRs to GitHub. [0] https://cheepcode.com. - Source: Hacker News / about 1 year ago

What are some alternatives?

When comparing aiomics and CheepCode, you can also consider the following products

Extend AI - The document processing platform built for the next generation.

Extracta.ai - At Extracta.ai, we've developed a cutting-edge tool that simplifies the process of extracting structured data from both physical and digital documents. This includes everything from CVs, invoices, and contracts to emails and web content.

S10.AI - Making Life Easy For Physicians