AI Solution Examples

What Technspire builds across industries: capability-focused Azure AI patterns ready to apply to your organisation.

Azure AI + Workflow AutomationIndustry-specific patternsProduction-ready architectures

7Industries Covered

AzurePrimary Stack

EUCompliance-First

4–8 wkFirst Vertical Slice

$ solve banking --rag
01
Financial Services
AI-powered customer service
Reference architecture | Azure
Where it applies:
Banks and insurers handling high inquiry volume against PSD2, DORA, and EU AI Act obligations.
What we build:
Azure OpenAI with retrieval-augmented generation, PII redaction, and human-in-the-loop escalation grounded in your knowledge base.
Capabilities:
RAG over policy and product documentation
PII redaction and consent-aware logging
Human-in-the-loop for sensitive intents
Application Insights for in-flight evaluation
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$ solve manufacturing --doc-ai
02
Manufacturing
Intelligent document processing
Reference architecture | Azure
Where it applies:
Manufacturing teams drowning in invoices, COAs, work papers, and supplier documentation.
What we build:
Azure Document Intelligence and Azure AI Search (formerly Cognitive Search) with structured extraction and semantic retrieval.
Capabilities:
Structured extraction with custom models
Semantic search over the document corpus
Validation and human review hooks
Sweden Central data residency
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$ solve retail --forecast
03
Retail
Predictive inventory optimisation
Reference architecture | Azure
Where it applies:
Retailers facing stockouts, overstocks, and personalisation that does not actually personalise.
What we build:
Azure Machine Learning forecasting pipelines with feature engineering, rolling-window evaluation, and integrated personalisation.
Capabilities:
Time-series forecasting with seasonality and promotions
Safety-stock policies tuned per product class
Cold-start-honest recommendations
GDPR-respecting data flows
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$ solve consulting --copilot
04
Professional Services
Knowledge platforms and Copilot rollouts
Reference architecture | M365
Where it applies:
Consulting and professional-services firms unlocking decades of engagement knowledge while honouring client confidentiality.
What we build:
RAG over engagement libraries, structured M365 Copilot rollouts, and proposal-generation pipelines with partner review.
Capabilities:
Engagement-scoped access via Entra
M365 Copilot governance and licensing
Proposal pipelines grounded in past wins
Engagement analytics on Microsoft Fabric
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$ solve marketing --automate
05
Marketing & Growth
Marketing automation and personalisation
Reference architecture | Azure
Where it applies:
Marketing teams running content production, personalisation, and attribution against the post-cookie reality.
What we build:
Content pipelines with brand guardrails, segment-aware orchestration on Dynamics 365 Customer Insights, and consent-aware attribution.
Capabilities:
Brand-grounded content generation
Multi-channel campaign orchestration
Server-side attribution and identity resolution
EU AI Act transparency for chatbots and AI content
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$ solve it-ops --triage
06
IT Operations
Incident triage and runbook automation
Reference architecture | Azure
Where it applies:
Operations teams facing growing alert volume against stagnant headcount and SOC 2/ISO 27001/NIS2/DORA obligations.
What we build:
Triage agents, runbook execution with rollback, RAG over the runbook corpus, and AI-assisted compliance reporting.
Capabilities:
Alert correlation and severity classification
Idempotent runbook execution with audit trails
Runbook RAG surfaced in the on-call channel
Evidence collection for SOC 2, ISO 27001, NIS2, DORA
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$ solve hr --onboarding
07
HR & People Operations
HR automation and copilots
Reference architecture | Azure
Where it applies:
HR teams balancing high-volume process work against EU AI Act high-risk obligations on employment-related decisions.
What we build:
Onboarding orchestration, RAG-grounded employee Q&A copilots, document processing, and human-in-the-loop performance tooling.
Capabilities:
End-to-end onboarding orchestration
Multi-language employee Q&A with citations
HR document classification and extraction
Annex IV documentation for high-risk uses
View Solution Pattern

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AI Solution Examples

AI-powered customer service

Where it applies:

What we build:

Capabilities:

Intelligent document processing

Where it applies:

What we build:

Capabilities:

Predictive inventory optimisation

Where it applies:

What we build:

Capabilities:

Knowledge platforms and Copilot rollouts

Where it applies:

What we build:

Capabilities:

Marketing automation and personalisation

Where it applies:

What we build:

Capabilities:

Incident triage and runbook automation

Where it applies:

What we build:

Capabilities:

HR automation and copilots

Where it applies:

What we build:

Capabilities:

Want to discuss what we can build for your team?