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Build capability
AI Academy
Practical AI literacy, professional training and agentic AI development education for organizations and technology teams.
- AI literacy for business teams
- Practical generative AI training
- Agentic development education
WINGMira / Our expertise
Our expertise
The expertise to move you forward.
Build AI capability. Find the right opportunities. Engineer practical systems. Modernize what comes next.
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Find your direction
AI Advisory & Implementation
Identify valuable AI opportunities, develop implementation strategies and deploy responsible AI solutions.
- AI readiness and opportunity assessment
- Implementation strategy
- Responsible adoption and controls
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Build intelligent systems
Agentic AI Development
Custom AI applications, intelligent document workflows, enterprise integrations and human-supervised agentic systems.
- LLM and RAG applications
- Intelligent document processing
- Tool calling and enterprise integrations
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Move your systems forward
System Modernization
Modernize legacy applications, improve system architecture, integrate business software and maintain modern digital platforms.
- Legacy application modernization
- Architecture and API integration
- Platform maintenance and improvement
Our specialized service websites are being prepared independently. Until each is verified live, you can inquire about every service here.
WAYS TO START
Start small. Prove value. Scale with confidence.
Clear, scoped engagements so you always know what will be delivered, and can decide each next step with evidence.
01Recommended first step
Find where AI fits
AI Readiness Assessment
A focused review of your workflows, data and constraints to identify where AI adds value, and where it should not be used.
What you receive- Prioritized opportunity map
- Data, risk and readiness review
- Recommended roadmap
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Prove value safely
Pilot on Your Workflow
A scoped pilot on one real workflow with representative data, so you can judge results before committing further.
What you receive- Working prototype
- Evaluation against your own cases
- Clear go / no-go recommendation
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Engineer for production
Build & Integrate
Production engineering connected to your systems, with review controls, monitoring and documentation.
What you receive- Production system and integrations
- Human review and audit controls
- Documentation and handover
Build lasting capability
Team Enablement
Practical AI literacy and hands-on training so your people can use, evaluate and own what is built.
What you receive- Role-specific workshops
- Generative AI practice
- Agentic development education
WHO WE HELP
Industry-aware engineering. Built for your work.
Every organization works differently. Choose an industry to see where AI and modern software can support the work.
Industries we aim to serve. Our selected work demonstrates experience in financial document and cash incentive workflows.
8 use casesIntelligent document processing
Extract, classify and cross-check information across documents, with discrepancies surfaced for a reviewer.
Agentic AI DevelopmentVerification & reconciliation
Compare records across sources, flag mismatches and prepare structured summaries ready for sign-off.
Agentic AI DevelopmentKnowledge assistants (RAG)
Answer questions from policies, manuals and procedures with cited sources, scoped to what each user may access.
Agentic AI DevelopmentWorkflow agents with approvals
Agents that use your tools and APIs for multi-step tasks, pausing for human approval on consequential actions.
Agentic AI DevelopmentAI features in your product
Add search, summarization, extraction or assistants to existing software, with evaluation built in.
Agentic AI DevelopmentDocumentation & report generation
Turn structured inputs into consistent calculations, documents and archives, with duplicate checks and file tracking.
System ModernizationLegacy modernization & integration
Modernize aging applications and connect fragmented systems through clean, documented APIs.
System ModernizationAI readiness & literacy programs
Assess where AI fits, then build team confidence with practical, role-specific training.
AI AcademyLET'S BUILD SOMETHING THAT MATTERS
Have a Business Challenge
Worth Solving?
Tell us about your organization, your systems, or the AI opportunities you want to explore.
- 1Share your challenge and context
- 2We review it and arrange a focused conversation
- 3You receive a clear recommendation for next steps