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Agentic software development for regulated industries

Agents need leadership!

DANIC enables organizations in highly regulated industries to build software with AI without compromising on the requirements professional software development demands.

Build with our technology, let us develop software for you, start a company with us, or transform the way your team builds software.

Book a demoExplore DANIC

30 minutes · Personal product demo · Google Meet

Built for

  • MedTech
  • Automotive
  • Banking
  • Insurance
  • Pharma
  • Aerospace & Defense
Interactive click-dummy · sample data BeeKeeper 5 + BeeHive
What is still missing before FEAT-042 can be released?
Claude
One gate is still open. Security and GDPR passed, tests are green at 91 % coverage. The review agent is checking the diff right now.
Voice ModeClaude Code · kundenportal
  • /ship-feature-autoDeliver a feature end to endTeam
  • /validate-specValidate the specificationTeam
  • /fix-bugFix a bug with a regression testTeam
DANIC · OPS-LAYER

KPIs

Total cost M2 € 412 ▼ 18 %
Total tokens M2 18,4 M ▲ 12 %
Build time M1 6,2 h ▼ 31 %
Interaction time M1 48 min ▼ 22 %
Bugs found / fixed M2 23 / 23 ▲ 100 %
Learnings applied M0 9 ▲ 3
Delivery-Flow
Spec Build Review CI Merge Deploy
YOUR SETUP · SYNCED TO ~/.claude · ~/.cursor · ~/.codex

Commands

Commands you build, import and visualise in BeeKeeper.

/ship-feature-auto OS

Spec → build → tests → gates → review, end to end.

8 steps · 2 gates
/validate-spec OS

Checks a specification for gaps and contradictions.

4 steps
/gate-review OS

Multi-reviewer code review with consensus.

5 steps · 1 gate
/security-scan OS

Secrets, dependencies, OWASP checks.

6 steps · 1 gate
/ship-hotfix Mine

Your own hotfix flow: calls /fix-bug as a step.

3 steps · 1 gate
/release-notes Mine

Release notes from commits and tickets.

3 steps
Atlas3 projects · 4 cross-project edges · scanned in 412 ms
kundenportal web · Next.js partner-api api · Node billing-core lib · TypeScript Outside services third parties Invoice list Invoice review app/invoices/page.tsx Export action Starts the DATEV export app/invoices/export.ts API client Talks to partner-api src/lib/api.ts Export routes POST /export/datev src/routes/export.ts DATEV service DATEV records, CP1252 export/datev.service.ts Auth middleware Checks tenant token src/middleware/auth.ts Ledger Booked invoices packages/ledger Tax rules VAT and tax IDs packages/tax Stripe Payments api.stripe.com DATEV Unternehmen online Upload to tax advisor api.datev.de

Agents on your stack

  • Java
  • Python
  • Go
  • .NET
  • Next.js / React
  • Angular
  • Flutter
  • Swift
  • More stacks
All supported stacks
Four ways to work with DANIC

Choose how you want to build.

One technological foundation. Four ways to benefit from it.

BeeHive

Build with DANIC.

Built for the requirements of regulated industries: BeeHive orchestrates agents, workflows, knowledge, governance and security across the software development lifecycle. BeeKeeper makes multi-project agentic development simple and intuitive.

Learn more

Development

Let us build for you.

Need a prototype, a production-ready software product or additional development capacity? We build it for you using BeeHive and BeeKeeper – with a development approach designed for the quality, documentation, security and traceability requirements of regulated industries.

Learn more

Incubator

Build a company with us.

You bring the idea and focus on the business. We provide the technological backbone, build the first product with you and become your long-term technology partner – particularly for ventures entering regulated markets where software development comes with additional requirements from day one.

Learn more

Consulting

Transform the way your team builds software.

We help development organizations in regulated industries adopt agentic software development – from workflows, governance and security to documentation, traceability and the effective use of local LLMs.

Learn more
Our core

One technology stack. Four ways to benefit from it.

At the core of DANIC are the tools we built for ourselves: BeeHive, our agentic development harness and operating system, and BeeKeeper, our purpose-built IDE for multi-project agentic development.

We started building BeeHive in 2024 and have continuously evolved it ever since. The experience, challenges and learnings from real-world software development continuously flow back into the platform.

Together, BeeHive and BeeKeeper form the technological foundation we use to build software, empower development teams and launch new products in highly regulated industries.

  • Since 2024
  • Proven in practice
  • Continuously evolving
  • Platform – Use it yourself: BeeHive + BeeKeeper.
  • Development – We build for you: powered by BeeHive + BeeKeeper.
  • Incubator – Build with us: technology backbone powered by DANIC.
  • Consulting – Transform your team: based on our own agentic development experience.
From LLM to software engineering team

LLMs make developers faster. But …

BeeHive turns one developer with an LLM into an entire software engineering team.

BeeKeeper · Code

Steer coding agents side by side.

BeeKeeper is the cockpit. Our purpose-built IDE gives developers the workspace to orchestrate agentic development across multiple projects in parallel.

  • Several agents in parallel in one workspace
  • Shared project context instead of copy & paste
  • Runs locally on your repositories
Explore BeeKeeper
Illustrative example

BeeKeeper · Agent Swarm

One swarm per feature – with clear roles.

Describe the mission, pick the roles, start: backend, test, security and review agents work on the same ticket in parallel. Each role reports its status; gates decide the next step.

  • Roles for build, tests, security, review and release
  • Live status and timeline for every role
  • Human gate before every release
See the agent swarm
Illustrative example

BeeHive · Cockpit

Every delivery measurable and traceable.

It’s not about generating more code. BeeHive orchestrates specialized agents across the software development lifecycle – from specification and architecture to implementation, testing, documentation and quality assurance. The developer remains in control while agents take over more of the delivery work.

  • Quality gates from spec to release
  • Check steps for security and compliance in the workflow
  • Delivery metrics per feature
Explore BeeHive
Illustrative example
Agentic Development Harness

BeeHive: six interlocking layers.

  1. 01

    Commands

    Standardised, repeatable work steps instead of individual prompt chains.

  2. 02

    Orchestration

    Coordinated flows for complex tasks across multiple agents.

  3. 03

    Agents + Skills

    Specialised agents for architecture, implementation, testing and quality control.

  4. 04

    Knowledge Base

    Project knowledge and the existing codebase as usable context – in an Obsidian vault.

  5. 05

    Delivery Evidence

    Traceable artefacts for changes, checks and results.

  6. 06

    Cockpit & Insights

    Insight into progress, quality, security and consumption.

And in regulated industries, speed alone isn’t enough.

Software still needs to be secure, traceable, documented, testable and ready for regulatory scrutiny.
Built for highly regulated industries

Speed is easy. Control is hard.

AI can dramatically accelerate software development. But in regulated environments, faster code alone is not enough. Software development needs to remain controlled, traceable, documented, testable and secure – even when more and more of the delivery work is performed by AI agents.

  • MedTech
  • Automotive
  • Banking
  • Insurance
  • Pharma
  • Aerospace & Defense

Repeatable. Consistent. Every single time.

BeeHive guides developers and agents through a standardized software development lifecycle. Defined workflows and specialized agents help ensure that quality, documentation, testing, security and governance are not optional afterthoughts – but part of the development process from the beginning.

Discover BeeHive
  • Documentation: Continuous documentation throughout the SDLC.
  • Traceability: A transparent delivery trail from specification to implementation.
  • Governance: Defined guardrails for developers, agents and development processes.
  • Testing: Automated testing integrated into the development process.
  • Security: Security checks as part of the standardized workflow.
  • Compliance: Processes and evidence designed to support regulatory requirements.
Solutions

Six typical challenges – and how BeeHive addresses them.

Why DANIC

Built for agentic software development from the ground up.

DANIC doesn’t add AI to traditional development workflows. We built our technology, processes and way of working around agents from the beginning.

01

Agentic by design

More than AI-assisted coding.

BeeHive orchestrates specialized agents across the software development lifecycle – while BeeKeeper gives developers the environment to control and coordinate them.

02

Production-ready

Beyond the prototype.

Generating code is only one part of building software. DANIC integrates specification, architecture, implementation, testing, documentation and quality assurance into one development process.

03

Built for regulated environments

Speed without losing control.

Governance, traceability, documentation, testing and security are built into the development process – supporting teams operating under strict regulatory requirements.

04

LLM independent

Use the right model for the job.

BeeHive is designed to work across different LLMs – including local models – giving organizations greater flexibility and control over where and how AI is used.

Built from real-world software development. Continuously improved through real-world use.

Resources

Go deeper into agentic software development.

Explore the concepts, architectures and best practices behind agentic software development – from building with specialized agents to governance, local LLMs and production-ready development workflows.

Knowledge Base

Understand the foundations

Learn how agentic software development works, how agents collaborate and how modern development environments can be structured around them.

Explore the Knowledge Base

Best Practices

Learn how to build with agents

Practical patterns and lessons from applying agentic development across real-world software projects.

Explore Best Practices

Architecture

Go under the hood

Explore the architecture behind agentic development – from orchestration and context to workflows, governance and model integration.

Explore Architecture
Latest insights on AI governance, regulated software development and agentic engineering
About DANIC

We don’t just talk about agentic development. We build with it.

DANIC was founded around a simple idea: software development can be fundamentally redesigned around intelligent agents – without sacrificing the structure, quality and control required for professional software development.

We started building BeeHive in 2024 because we needed a better way to develop software ourselves. What began as our own development system has evolved into the technological foundation behind everything we do today.

Our mission is to help software teams move from AI-assisted coding to agentic software development – especially in industries where security, governance, traceability and regulatory requirements matter.

Meet DANIC
Founders

Technology meets regulated markets.

  • Portrait of Nicolas Schulwitz

    Nicolas Schulwitz

    Software & regulated markets

  • Portrait of Daniel Deckert

    Daniel Deckert

    Technology & AI

Start here

Ready to rethink how you build software?

Whether you want to use our technology, build a software product with us, start a company or transform your development organization – let’s find the right way to work together.

Book a demoExplore BeeHive

30 minutes · Personal product demo · Google Meet