u/Chronicle_ Chronicle_ · 19 d ago
3

u/Sinha_Rohit Sinha_Rohit · 26 d ago

Appreciate your feedback

Audit season exposes fragmented data, manual reporting, and poor decision traceability, making it difficult for NBFCs to produce reliable documentation and audit trails. When borrower data, underwriting logic, and compliance records live across disconnected systems, audits become reactive fire drills instead of routine validation.

Many NBFCs still walk into audit season relying on a messy mix of spreadsheets, scattered emails, and reports they've had to pull together by hand. This usually leads to compliance teams staying up all night and underwriters struggling to explain decisions that don't have a clear trail.

That's the ground reality. Not a polished compliance operation. Literally staying up all night before audits.

The Three Audit Types They Face — And Where The Pain Is

Concurrent Audit — happens weekly or monthly internally. Checks if daily operations are compliant. This is where the sampling problem lives — they check 5% of loan files because checking 100% is impossible manually.

Statutory Audit — annual, by external CA firm. This is where Big 4 or mid-tier CA firms charge ₹50 lakhs to ₹1 crore to review the NBFC's books and compliance.

RBI Inspection — happens every 2-3 years. RBI examiners walk in. This is the existential event. Non-compliance can result in hefty fines, penalties, or even cancellation of the NBFC's license. Brandz Magazine

The concurrent audit is your entry point. It happens continuously. It's the most manual. It has the most sampling blind spots. And fixing it doesn't require a 6-month security review.

I was thinking of why don't we have compliance system, where one can open a workflow (for simplicity I am only considering loan workflow for now).

Step 1: Create a Workflow . Give Description, borrowers name, Loan type , amount etc

Step 2: Dump all relevant document for this workflow (from LMS, CMS, MAILS etc )

And AI properly generate a compliance report for this workflow , with mentioning violation in document and overall workflow , and gather and compile evidence for all the passed compliance checklist.

The Ai would give its report with confidence score and be transparent of why it point out violation with its thinking (Complete whitebox).

Do you think this can be helpful for compliance team as the current audit what I understood is mostly manual and data is living in silos ? Please take loan as workflow for explaining your feedbacks if needed.

What you guys think about this ??

3

u/m m · 2 mo ago
Is_the_Comet_browser_hype_done_AI_browsers_didnt_seem_to
3

u/m m · 2 mo ago
Bro_and_his_AI_was_nowhere_to_be_seen_in_the_AI_Impact
3

u/Chronicle_ Chronicle_ · 2 mo ago
4

u/m m · 3 mo ago
Which_startup_is_this
3

u/Murmur Murmur · 3 mo ago

Turn your voice into text instantly with offline speech-to-text dictation for Windows — private, fast, and fully offline.

Murmur is a powerful offline speech-to-text and voice dictation app for Windows, built on the OpenAI Whisper neural network. All voice processing happens entirely on your device. No internet connection, no cloud services, and no audio ever leaves your computer.

Designed for productivity and privacy, Murmur lets you dictate text into any application using a single global hotkey. Just press the shortcut, speak naturally, and release — the transcribed text appears instantly at your cursor position so you can keep working without interruption.

Murmur works everywhere: IDEs, terminals, browsers, chats, document editors, and enterprise applications. It is especially suited for corporate, offline, and NDA-restricted environments where cloud-based dictation tools are not allowed.

Notebook is a PRO Feature

Upgrade to PRO to unlock the Notebook feature and transcribe long recordings and files.

* Transcribe audio and video files

* Long recordings up to 3 hours

* Export to TXT, PDF, DOCX, SRT

* Unlimited saved transcriptions

Key Features

🔒 100% Offline & Private

All speech recognition runs locally on your PC. No uploads, no tracking, no telemetry, and no external servers.

🧠 Whisper AI Engine

Accurate real-time speech recognition powered by OpenAI Whisper, supporting 99 languages with automatic language detection.

⚡ High Performance

GPU acceleration with NVIDIA CUDA and Vulkan for fast transcription. Automatically falls back to CPU when GPU is unavailable.

⌨️ Global Hotkey Dictation

Start and stop dictation instantly from any application using a customizable system-wide hotkey.

✍️ Type Anywhere

Transcribed text is automatically inserted into the active window or text field — no copy-paste, no app switching.

🗂 Local Transcription History

All transcriptions are stored locally for browsing, editing, copying, and reuse.

🪶 Minimal Interface

Clean, lightweight, distraction-free UI designed to stay out of your way while you work.

🔐 Privacy by Design

• Audio never leaves your device

• All data stored locally

• No account or sign-in required

• No analytics or tracking

Perfect For

• Writing emails, documents, and messages

• Dictating notes, documentation, and code comments

• Developers working in IDEs and terminals

• Journalists and writers who value privacy

• Accessibility and hands-free typing

• Working without internet access

• Pr

2

u/V V · 3 mo ago
5

An Enterprise AI Solutions Provider enables organizations to leverage artificial intelligence to enhance decision-making, automate operations, and create smarter digital experiences. By adopting AI-driven solutions, businesses can analyze data more effectively, improve productivity, and gain a competitive edge. In the middle of digital transformation initiatives, partnering with a reliable Enterprise AI Solutions Provider ensures scalable, secure, and customized AI implementations. InSphere Solutions delivers tailored AI strategies, including machine learning models, data analytics, and intelligent automation. With expert guidance and end-to-end support, enterprises can accelerate innovation, optimize performance, and unlock long-term business value through responsible and impactful AI adoption.

3

u/m m · 4 mo ago

Do share your goals, mvp's, projects, roadmaps, or even just ideas of what you plan to build in 2026.

We can come back to this thread a year later and check out our progress.

Wish everyone a very Happy New Year 2026 🎊 and hope you all have an amazing year ahead

3

Ask Ask is dedicated to inquiries and seeking advice.
2 Monthly Contributions