AI Solutions We Can Build for Manufacturing
What Technspire builds for manufacturing and automotive teams: intelligent document processing on Azure Document Intelligence, hybrid search over technical documentation with Azure AI Search (formerly Azure Cognitive Search), quality-management compliance pipelines, and M365 Copilot rollouts. This page describes our offerings; talk to us about applying them in your organisation.
Why manufacturers invest in AI
Manufacturing organisations accumulate decades of technical documentation across formats: scanned work instructions, CAD exports, supplier specifications, quality audit reports, certification records. The volumes are huge, the formats are heterogeneous, and the consumers are both humans and downstream automation. Modern AI workloads on Azure unlock this content without ripping out the systems of record.
Technspire builds the kind of document and search workloads that respect the regulatory perimeter manufacturers operate inside: ISO 9001, IATF 16949 for automotive Tier 1, AS9100 for aerospace, ISO 13485 for medical devices, plus the EU AI Act high-risk obligations that arrive in August 2026 for any AI system in critical-infrastructure or essential-services scope.
What we can build
Intelligent document processing
End-to-end document processing pipelines for invoices, purchase orders, bills of lading, certificates of conformity, and quality reports. Azure Document Intelligence layout extraction, custom entity recognition for part numbers and material codes, and structured handoff into your ERP, MES, or PLM.
Stack: Azure Document Intelligence, Azure Functions, Azure Service Bus, custom skills via WebApi for domain logic.
Technical knowledge platforms
Hybrid keyword and vector search across decades of engineering documentation, work instructions, and supplier specifications. Multi-language support for European production sites, applicability filters that respect platform and revision scope, and semantic ranking that handles technical vocabulary correctly.
Stack: Azure AI Search (formerly Azure Cognitive Search), Azure OpenAI embeddings, Azure Storage with immutability policies, language-aware analyzers.
Compliance documentation pipelines
Controlled-document workflows that satisfy ISO 9001, IATF 16949, AS9100, and ISO 13485: approval orchestration, immutable retention, supersession tracking, and audit trails reconstructible for any auditor question.
Stack: Azure Blob Storage with WORM, Durable Functions for approval orchestration, Entra-backed access control, Application Insights for audit trail.
RAG copilots for engineering teams
Internal copilots that answer engineering questions grounded in the organisation's technical documentation. Citations on every answer, applicability scoping per vehicle platform or product line, and human-in-the-loop checkpoints for safety-critical guidance.
Stack: Azure OpenAI, Azure AI Search hybrid retrieval, semantic ranker, Foundry IQ where applicable, telemetry through Application Insights.
Built for manufacturing's regulatory reality
Every workload accounts for the standards manufacturing operates under: ISO 9001 quality management, IATF 16949 for automotive supply chain, AS9100 for aerospace, ISO 13485 for medical devices, NIS2 cybersecurity obligations, and the EU AI Act high-risk provisions that take effect August 2026. We provide Annex IV technical documentation, Article 12 logging schemas, and human-oversight design records the auditor expects.
For Swedish manufacturers, deployments target Azure Sweden Central by default, keeping customer data inside the residency commitment most enterprise procurement now requires.
How a typical engagement works
Want to discuss what we can build for your manufacturing team?
Short conversations are free. Bring an architecture question, a procurement decision you are weighing, or a compliance scenario you want a second opinion on.