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Pratap AI Innovations
Case Studies ArchiveVerified Builds · Real ROI

Proof of delivered intelligence.

Real client deployments and rigorous solution blueprints—what was broken in the operating workflow, the architecture built, and the measurable business outcome.

Production Portfolio15 Systems

Audio & Ops Indexed

40,000+

Recordings & workflows

Cloud Cost

₹0 / min

On-premise GPU builds

Featured Production Case Study Verified Deployment
Non-profit & Cultural ArchivesVishvas Foundation · Panchkula, Haryana

Devotional Archive Intelligence

Two decades of recorded Hindi discourse — more than 40,000 files — existed only as audio. We turned it into a searchable, citable corpus running entirely on one machine inside the client's own building, with no recording ever leaving the premises.

Indexed audio

9,402 files (3,015 hrs)

Transcribed with per-word timestamp alignment

Cloud cost

₹0 / minute

100% on-premise execution on local NVIDIA hardware

Data privacy

Air-gapped

Zero audio or transcript data ever transmitted offsite

“Two decades of discourse turned into a searchable, citable corpus running entirely inside our building without a single byte leaving the premises.”

— Swami Vishvas (Vishvas Foundation Leadership)

WhisperX large-v3wav2vec2 alignmentLocal Ollama
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Devotional Archive Intelligence
Architecture Scope

Air-Gapped Audio Intelligence

NVIDIA RTX 5090
Guruji Voice (Consent-Gated Voice Synthesis)
Cultural & Audio Modeling
Vishvas Foundation · Panchkula, HaryanaSPOTLIGHT 02

Guruji Voice (Consent-Gated Voice Synthesis)

Two decades of recordings had lost the top of their frequency range, and new material could not be made. We built a voice system that produces finished audio in his authentic register—running on one machine inside the client's building, with strict consent gates and audio watermarking attached to every file.

Engineered Outcome

Degraded 20-year audio restored with consent-gated generation & neural bandwidth extension

“Material that could not be made at all can now be produced in his register — with nothing ever leaving the building.”

Per-Register Voice ModelsNeural Bandwidth Extension
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Market Sentiment Intelligence
Commodities & Retail Trading
Gold Trading Sector · Thailand (Anonymized)SPOTLIGHT 03

Market Sentiment Intelligence

A major gold trading company knew its customers were talking every day across social communities (7k to 1.2M followers) with no way to analyze it. We built an automated platform that processes the conversation overnight and delivers one bilingual executive decision briefing every morning before trading opens.

Engineered Outcome

1.2M+ public trader conversations synthesized into 1 daily executive action

“A market conversation nobody was reading is now read every day and reduced to one clear decision before the market opens.”

Volume-Weighted SentimentBilingual NLP (Thai/EN)
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Showing 15 of 15 Case Studies & Systems
Devotional Archive Intelligence
Production

Non-profit & Cultural Archives

Devotional Archive Intelligence

Vishvas Foundation · Panchkula, Haryana

Two decades of recorded Hindi discourse — more than 40,000 files — existed only as audio. We turned it into a searchable, citable corpus running entirely on one machine inside the client's own building, with no recording ever leaving the premises.

Delivered Result

40,000+ recordings indexed on-premise at ₹0 cloud cost with sub-second citations

WhisperX large-v3wav2vec2 alignment
Read Study
Guruji Voice (Consent-Gated Voice Synthesis)
Production

Cultural & Audio Modeling

Guruji Voice (Consent-Gated Voice Synthesis)

Vishvas Foundation · Panchkula, Haryana

Two decades of recordings had lost the top of their frequency range, and new material could not be made. We built a voice system that produces finished audio in his authentic register—running on one machine inside the client's building, with strict consent gates and audio watermarking attached to every file.

Delivered Result

Degraded 20-year audio restored with consent-gated generation & neural bandwidth extension

Per-Register Voice ModelsNeural Bandwidth Extension
Read Study
Market Sentiment Intelligence
Production

Commodities & Retail Trading

Market Sentiment Intelligence

Gold Trading Sector · Thailand (Anonymized)

A major gold trading company knew its customers were talking every day across social communities (7k to 1.2M followers) with no way to analyze it. We built an automated platform that processes the conversation overnight and delivers one bilingual executive decision briefing every morning before trading opens.

Delivered Result

1.2M+ public trader conversations synthesized into 1 daily executive action

Volume-Weighted SentimentBilingual NLP (Thai/EN)
Read Study
Production Deploy04

Real estate

AI Voice Follow-Up Pipeline

A real estate team needed faster lead response without adding another full-time caller. We built an AI voice follow-up pipeline that contacts inbound leads quickly, qualifies intent, records call outcomes, and updates the CRM for the sales team.

Delivered Result

Every lead contacted within 5 minutes

Production Deploy05

E-commerce

WhatsApp AI Agent

An e-commerce brand needed to handle repetitive WhatsApp support without slowing down buyers. We built a WhatsApp AI agent that answers common questions, checks structured information, and escalates edge cases to the team.

Delivered Result

More customer questions handled before human escalation

WhatsApp APIn8n
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Production Deploy06

Professional services

Operations Automation for Professional Services

A professional services team was losing hours each week to repetitive admin, disconnected spreadsheets, and manual status updates. We designed automated workflows that connect their tools, structure intake, and generate routine reporting.

Delivered Result

Recurring manual work eliminated from weekly operations

n8nSupabase
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Production Deploy07

Legal & compliance

RAG Knowledge Base for Compliance

A compliance team needed a faster way to query hundreds of internal policies, regulatory guidelines, and standard operating procedures without risk of hallucination. We built a grounded RAG knowledge assistant that cites exact document sections for every answer.

Delivered Result

Faster answers from large internal document sets

Vector DBNext.js
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Production Deploy08

B2B SaaS

AI Lead Qualification System

A B2B SaaS company was receiving high volumes of inbound signups but lacked a scalable way to identify high-intent prospects quickly. We built an AI lead qualification system that enriches lead data, scores intent, and automates calendar booking.

Delivered Result

Automated booking and intent scoring for inbound leads

OpenAIZapier
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Production Deploy09

Media & publishing

Content Automation Pipeline

A digital publishing team wanted to increase their output without sacrificing editorial standards. We designed an end-to-end content automation pipeline that assists with research, first-draft generation, multi-format adaptation, and CMS staging.

Delivered Result

A repeatable content workflow from brief to publishing

AnthropicMake.com
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Solution Blueprint10

Interior design

Interior Design Client Operations

A solution blueprint for interior design and architecture studios that want to turn client communication, design revisions, moodboard approvals, and site updates into a structured, stress-free operating flow.

Delivered Result

A calm, traceable client journey from enquiry to handover

WhatsApp Business APIProject CRM
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Solution Blueprint11

Retail

Retail Customer & Store Operations

A solution blueprint for retail brands operating physical stores and digital channels that need a unified way to handle customer enquiries, stock checks, VIP loyalty, and daily store reporting.

Delivered Result

A connected operating model for enquiries, stores, and repeat customers

WhatsApp Business APICustomer CRM
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Solution Blueprint12

Hospitality

Restaurant Operating System

A solution blueprint for restaurant groups and hospitality brands that want to eliminate missed reservation calls, streamline guest communication, and gather actionable guest feedback automatically.

Delivered Result

A phased blueprint for connected restaurant operations

WhatsApp Business APIVoice AI
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Solution Blueprint13

Social media

Social Media Presence System

A solution blueprint for founder-led and B2B brands that want social media to become a credible proof of expertise rather than a sporadic posting obligation.

Delivered Result

A consistent point of view, not an endless content treadmill

Content PillarsEditorial Calendar
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Solution Blueprint14

Content creation

Content Creation Engine

A solution blueprint for expert teams that want to create useful, durable content from their actual knowledge — with a clear path from research and ideas to reviewed, reusable assets.

Delivered Result

One strong idea developed into a useful body of work

Research WorkflowContent Briefs
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Solution Blueprint15

Marketing

Marketing Growth Operating System

A solution blueprint for teams that want marketing to operate as a disciplined growth system: a clear message, connected campaign execution, reliable handoffs, and learning that improves the next decision.

Delivered Result

A clearer connection between market signals, campaigns, and revenue conversations

Campaign OperationsCRM Intelligence
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Start With An Audit

Ready to automate the bottleneck that costs your team the most?

We begin every engagement with an AI Readiness Audit to identify where AI will create meaningful margin—and where it doesn't belong.

Book an AI Readiness Call

30 minutes · No slide deck · Fixed-scope proposal