Multi-Agent Orchestration · SYS + SWE · PAM 3.1 & PAM 4.0

A new way to develop
ASPICE-compliant
automotive software.

Thirteen specialised agents orchestrate your entire SYS and SWE lifecycle — generating work products continuously as your programme progresses, not in a rush before assessment. On your infrastructure. On your LLM. Your choice.

Request a Demo → How it works ↓
SYS.1–SYS.5
SWE.1–SWE.6
On-premises
Cloud LLM API
Made in Germany
platform.klugspice.com — Dashboard
KS
KlugSpice
Dashboard
Projects
AI Agents
ASPICE Workflow
Requirements (SWE.1)
Design (SWE.2-3)
Unit Verification (SWE.4)
Integration (SWE.5)
Qualification (SWE.6)
Traceability
Dashboard Overview
Real-time project monitoring and analytics
↑ 12.5%
Active Projects
24
↑ 8.2%
Requirements
1,847
↑ 24.8%
Tests Passed
94.2%
↓ 3.1%
Pending Issues
18
Autonomous Driving System
Active
ASPICE Level 3 — 342 requirements · 89% tests
Safety Critical ECU
Active
ISO 26262 ASIL-D — 567 requirements · 96% tests
SYS.1–5
System Engineering
SWE.1–6
Software Engineering
~60%*
Less doc time
PAM 3.1+4.0
Supported versions
3
Deployment modes
* Based on internal benchmarking: manual vs. automated work product assembly across SWE.1–SWE.6
How It Works · Toolchain Integration

From your existing tools to ASPICE work products

No rip-and-replace. KlugSpice reads from your existing requirements and source tools, agents process everything on-premises, and structured ASPICE work products are written back. Three steps.

Step 01

Ingest your artefacts

Upload your existing requirements documents, architecture specs, test plans, and source files. KlugSpice accepts Word, PDF, DOORS exports, Polarion XML, and plain text. Nothing is sent to external servers.

Supports: .docx · .pdf · .reqif · Polarion XML · DOORS · plain text
Step 02

Agents map to ASPICE work products

Specialised agents activate across the SYS and SWE process chains — each responsible for specific process areas and their named ASPICE work products. They run on your on-premises LLM, cross-reference outputs between SYS and SWE, and flag gaps and inconsistencies automatically.

SYS.1–2 StRS/SyRS SYS.3 SyAD SWE.1 SwRS SWE.4 SwUVR SWE.6 SwQTR +more
Step 03

Receive assessor-ready output

The Documentation Agent compiles all work products into a structured package — formatted to ASPICE assessor expectations, with full bi-directional traceability matrix included. Exportable to PDF or directly into Polarion/codeBeamer.

Output: PA 2.1–3.1 compliant · Traceability matrix included · Audit-ready
Connects to your entire engineering toolchain
INPUT SOURCES Polarion ALM Requirements PL codeBeamer ALM / Tracking CB DOORS NG Requirements DB DN JAMA Connect Requirements JA GitLab / GitHub Source Control GL Jenkins / CI Build Pipeline CI Word / PDF Docs · .reqif 📄 KlugSpice AI COMPLIANCE ENGINE SYS Requirements Agent SYS Architecture Agent SWE Requirements Agent Design + Verification Agent Test & Qualification Agent Traceability Agent ↔ ON-PREMISES LLM · ZERO EGRESS ASPICE OUTPUTS SYS Work Products StRS · SyRS · SyAD · SyITP · SyITR SWE Work Products SwRS · SwAD · SwDD · SwUVR · SwQTR Traceability Matrix SYS.2 → SYS.5 · SWE.1 → SWE.6 Assessment Package PAM 3.1 · PAM 4.0 · PDF · Polarion PAM 3.1 & PAM 4.0
Requirements & ALM
Polarion ALM
codeBeamer
IBM DOORS NG
JAMA Connect
ReqIF / .reqif
Source & CI/CD
GitLab
GitHub Enterprise
Jenkins
Azure DevOps
Bitbucket
Issue & Project
JIRA
Confluence
Microsoft Teams
SharePoint
Document Input
Word / PDF
Excel / CSV
ReqIF export
Any REST API
Webhook / JSON
Don't see your tool? Ask us →
ASPICE Process Coverage · PAM 3.1 & PAM 4.0

System and Software engineering.
Both process chains covered.

KlugSpice covers the full engineering lifecycle — SYS (System) and SWE (Software) process groups — conforming to ASPICE PAM 3.1 and PAM 4.0. MAN.3 and SUP.8 integration is on the roadmap; contact us for details.

SYS — System Engineering
SYS.1
1
Requirements Elicitation
Stakeholder requirements extraction, classification and verification criteria mapping from customer specifications.
SYS.2
2
System Requirements
System requirements specification generation with consistency checks against stakeholder input. Work product: SyRS.
SYS.3
3
System Architecture
Architecture design documentation. Allocation of requirements to system elements. Interface definition and consistency verification.
SYS.4
4
System Integration
Integration test strategy and test plan generation. System integration test documentation aligned to PAM work products.
SYS.5
5
System Qualification
System qualification test specification and results documentation. Full bi-directional traceability to SYS.2 requirements.
SWE — Software Engineering
SWE.1
1
Software Requirements
Software requirements specification from SYS.2 input. Preconditions, triggers, verification criteria. Work product: SwRS.
SWE.2
2
Software Architecture
Software architectural design. Component decomposition, interface definition, circular dependency detection. Work product: SwAD.
SWE.3
3
Detailed Design
Software detailed design documentation per component. Automated generation aligned to PAM work products. Work product: SwDD.
SWE.4
4
Software Unit Verification
Unit verification evidence generation — not code generation. Test specifications, unit test results, and coverage reports. Work product: SwUVR.
SWE.5
5
Software Integration
Integration test plan and test specification. PIL/SIL script generation. Integration test results documentation. Work product: SwITR.
SWE.6
6
SW Qualification Testing
Qualification test specification and results. Bi-directional traceability to SWE.1. Audit-ready documentation package. Work product: SwQTR.

Scope note: Current release covers the SWE and SYS process groups (SWE.1–SWE.6, SYS.1–SYS.5). MAN.3 (Project Management) and SUP.8 (Configuration Management) — required for full Level 2 capability — are on the roadmap. Contact us to discuss your assessment scope before purchase.

Agent Orchestration

Each agent. Each work product.
Mapped precisely.

Agents run sequentially through the SYS and SWE lifecycle. The Traceability Agent runs in parallel, maintaining bi-directional linkage across all outputs. Each agent has defined inputs, defined outputs, and produces named ASPICE work products — not generic documents.

Dashboard metrics shown are illustrative — contact us for live sandbox access

Agent → ASPICE Work Product Mapping
PAM 3.1 & PAM 4.0
Agent Process ASPICE Work Product PAM Reference
System Requirements AgentSYS.1–SYS.2Stakeholder Requirements Specification (StRS) · System Requirements Specification (SyRS)SYS.1.BP1–5 · SYS.2.BP1–6
System Architecture AgentSYS.3System Architectural Design (SyAD) · Interface definition documentationSYS.3.BP1–7
System Integration & Test AgentSYS.4–SYS.5System Integration Test Plan (SyITP) · Integration Test Results (SyITR) · Qualification Test Spec & ResultsSYS.4.BP1–5 · SYS.5.BP1–5
Requirements Analysis AgentSWE.1Software Requirements Specification (SwRS)SWE.1.BP1–7
Design AgentSWE.2–SWE.3Software Architectural Design (SwAD) · Software Detailed Design (SwDD)SWE.2.BP1–7 · SWE.3.BP1–6
Unit Verification AgentSWE.4Software Unit Verification Report (SwUVR) — test specs, results and coverage evidenceSWE.4.BP1–8
Script Generation & Integration AgentSWE.5Software Integration Test Plan (SwITP) · Integration Test Results (SwITR) · PIL/SIL scriptsSWE.5.BP1–7
Test Case Generation & Qualification AgentSWE.6SW Qualification Test Specification (SwQTS) · SW Qualification Test Results (SwQTR)SWE.6.BP1–6
Traceability AgentCross-processBi-directional traceability matrix (SYS.2 → SYS.5, SWE.1 → SWE.6). Maintained in real-time across all agents.PA 2.1.4 / PA 3.1.4
Live Agent Activity — Example output
View Logs →
Requirements Analysis Agent · SWE.1
Parsed SRS_Brake_System_v2.4.docx — extracted 42 requirements, mapped to SWE.1.BP1–7, generated SwRS draft.
2 min ago
System Architecture Agent · SYS.3
Generated SyAD for ADAS_ECU_Module_v1.1 — 6 system elements, 14 interfaces documented, 2 consistency warnings flagged.
18 min ago
Test Case Generation & Qualification Agent · SWE.6
Generated SwQTS for Module_ABS_Controller — 128 qualification test cases, traceability to SWE.1 requirements confirmed.
42 min ago
Why KlugSpice

Built for automotive software engineering realities

ASPICE assessments have real consequences. OEM audits are unforgiving. Your toolchain must be airtight — and your intellectual property must stay within your organisation.

Zero manual document assembly
All ASPICE work products generated automatically with full PA 2.1–3.1 traceability baked in. No copy-paste, no template-filling.
Structured, assessor-facing documentation
Output structured to named PAM work products (SwRS, SyAD, SwQTR etc.) with BP-level traceability. Format aligned to what assessors look for — not generic AI documents.
OEM-grade confidentiality
No SaaS data pipelines. No cloud LLM calls. Your proprietary system specifications stay inside your network boundary — always.
Projects tracked
Autonomous Driving, Safety ECU, EV Battery +21
24
Active
Test pass rate this month
3,567 tests executed across all active projects
94.2%
Passed
Traceability links maintained
Bi-directional, auto-updated on every commit
3.4K
Links
ASPICE compliance rate
SWE.1–SWE.6 completeness across all work products
94%
Compliant
Data & Deployment

Your infrastructure.
Your decision.

Run KlugSpice entirely on your own infrastructure for full data sovereignty — or connect your existing cloud LLM via API and have agents use your Azure OpenAI, AWS Bedrock, or Vertex AI tenancy. Either way, your engineering artefacts stay within your control boundary.

Ollama · vLLM · Kubernetes Azure OpenAI AWS Bedrock Google Vertex AI Air-gapped deployment Private LLM fine-tuning ISO 21434 GDPR compliant
Zero data egress
All LLM inference runs inside your network boundary
Private model fine-tuning
LLM domain-adapted on your own artefact corpus
Full audit logging
Every agent action logged, queryable, assessor-ready
ASPICE PA 2.1–3.1 compliance
Process capability framework enforced at every stage
Deployment Options

Three ways to run KlugSpice

On your infrastructure, on your cloud LLM, or managed by us. Same agents, same ASPICE coverage — your deployment decision.

On-Premises
Full Data Sovereignty
KlugSpice agents run entirely within your own infrastructure. No external LLM calls. Air-gapped deployment available. Ideal for programmes with strict IP and data residency requirements.
  • Ollama / vLLM / Kubernetes stack
  • Air-gapped deployment supported
  • Private LLM fine-tuning on your artefacts
  • Zero data egress — all inference local
  • Full audit logging on your systems
  • ASPICE assessment readiness support
Discuss On-Premises →
Cloud LLM API
Use Your Existing LLM
Already on Azure OpenAI, AWS Bedrock, or Google Vertex? Provide your API key — KlugSpice agents connect to your existing cloud LLM. No new infrastructure to spin up.
  • Azure OpenAI · AWS Bedrock · Vertex AI
  • You provide the API key — we bring the agents
  • Data stays within your cloud tenancy
  • Fastest time to first work product
  • Full SYS + SWE lifecycle coverage
  • Polarion / codeBeamer integration included
Request Demo →
Managed
We Host, You Focus
KLUGSYS manages the infrastructure, model, and onboarding. Ideal for smaller suppliers or initial pilot programmes where speed to start matters more than deployment control.
  • Live within two weeks
  • Up to 5 concurrent projects
  • All SYS + SWE agents included
  • Private VPC — not shared infrastructure
  • Onboarding and training included
  • Migrate to on-premises at any time
Start Pilot →

Book a 30-minute
technical deep-dive.

We come prepared with your domain in mind — ASPICE level, toolchain, and project context. And we are direct about whether there is a fit.

Request a Demo → Request Technical Brief

No mail client? Write directly to info@klugsys.com