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AI Accelerators

Practical AI accelerators for real engineering and business problems.

TechRAQ's accelerator focus is not AI for presentation value. It is reusable capability that can reduce effort, modernize faster, improve quality, and convert unstructured information into usable business data.

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4 reusable accelerators
TechRAQ AI Lab
Running
INPUTinvoice.pdf
Invoice no. INV-2041
Issued 12 Oct 2026
From Acme Supplies Ltd
Amount due ₹48,200
STRUCTURED DATAJSON
invoice_noINV-2041
date2026-10-12
vendorAcme Supplies
total48200.00
Ready for ERP
LEGACYCOBOL
CALC-TAX. IF WS-FLAG = 'Y' COMPUTE WS-TAX = WS-AMT * 0.18 ELSE MOVE 0 TO WS-TAX END-IF. GO TO 200-EXIT.
MODERNPython
def calc_tax(amt, flag): if not flag: return 0.0 return amt * TAX_RATE # ✓ unit tests generated
REQUIREMENTJIRA-318
USER STORYAs a user, I can reset my password through a secure email link.Acceptance criteria · 3
GENERATED TESTSauto
Valid email sends link
Expired link is rejected
Unknown email shows error
Rate limit after 5 tries
Passing
TRIGGERInbox
Ticket #4821New
Refund not received
WORKFLOWagent
Classify intentBilling
Look up orderERP
Draft replyReview
Update & closeDone
Outcome: Unstructured → usable data
Reusable module
Result
Invoice → ERP-ready fields
Modernization

Legacy Modernization Accelerator

Supports assessment and modernization of legacy applications, including .NET Framework upgrades, older web applications, Excel-based tools, and Access applications.

Focus Areas

  • Code analysis and documentation
  • Migration planning and conversion support
  • Refactoring assistance and test-case generation
  • Modern architecture enablement
DataEx

Intelligent Document Processing

An AI-enabled intake, classification, extraction, validation, and review framework for document-heavy business workflows.

Focus Areas

  • Document classification and multi-document splitting
  • OCR and LLM-based extraction
  • Field normalization and business-rule validation
  • Confidence scoring, review workflows, and downstream integration
Visit DataEx
Quality

QA Intelligence Accelerator

Improves testing productivity and release confidence through AI-assisted test planning, test generation, regression prioritization, documentation, and automation support.

Focus Areas

  • Test-case generation
  • Regression prioritization
  • Coverage documentation
  • Automation readiness
Agentic Platforms

Development & Commerce Concepts

Explores agent-assisted engineering and commerce workflows that can improve productivity, governance, product discovery, approvals, transactions, and analytics.

Focus Areas

  • Developer productivity and code quality
  • Delivery documentation and governance
  • Buyer journeys and product discovery
  • Approval routing and AI-led business workflows
Where They Fit

Best used where repeatability creates value.

Legacy.NET, Excel, Access, and older enterprise applications.
DocumentsLending, insurance, contract, compliance, and operational intake workflows.
QualityRegression-heavy platforms and QA documentation effort.
WorkflowsManual operations driven by email, spreadsheets, and approvals.
Validate an AI Idea

Have a document-heavy workflow or legacy platform to modernize?

Our teams can help you assess, prototype, build, modernize, and scale with practical engineering discipline.

Discuss an AI Opportunity