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TECHNICAL ARTICLES
Technical specifications, systems architectural deep dives, and digital guides for scaling modern business operations.
Inside the engineering rationale behind our Speak → Recognise → Review → Commit loop, and why automated speech-to-text without an explicit confirmation step risks catastrophic ledger errors in noisy industrial environments.
A field breakdown of the specific passbook, loan repayment, and meeting attendance parameters bank correspondents inspect before approving credit linkages for Self-Help Groups under NRLM guidelines.
How RAG catalog-matching converts spoken product names, local weights, and regional terms into structured ERP entries, along with an honest assessment of current speech-recognition boundaries.
Why voice commands in business software cannot simply update a single inventory table, and how operational speech is transformed into balanced debits and credits across inventory and payable ledgers.
Practical lessons from digitizing paper member books for credit societies: handling faded 10-year-old registers, missing Aadhaar identifiers, and building trust with non-technical office staff.