Selected work

Real systems. Real impact.

A glimpse of the platforms we've built — across elections, education, hospitality and AI products.

Election Intelligence

Voter Data Center — 134M+ records

End-to-end big-data platform covering 403 assemblies and 1M+ polling stations across India with PDA-G classification, partitioned storage and live dashboards.

SQL ServerASP.NETPythonPartitioned BigData
Spiritual AI

Sanatan App & Spiritual AI

Cross-faith content platform with scripture-grounded Q&A built on retrieval-augmented LLMs covering Sanatan, Buddhist, Sikh and Jain traditions.

LLM / RAGVector Search.NETMobile
Travel AI

Pilgrimage Guidance Assistant

Conversational AI guide for spiritual travellers — personalised itineraries, temple knowledge and live booking workflows.

GenAIMaps APIAzureReact
EdTech

School Management Platform

Multi-tenant school ERP with attendance, fees, examinations and parent communication — built for scale and reliability.

ASP.NETSQL ServerPower BISaaS
Hospitality

Hotel Operations Suite

PMS + booking engine + analytics — with revenue forecasting models that improved RevPAR for early adopters.

Forecasting ML.NET CorePostgreSQLDashboards
CX Automation

AI Call Center Copilot

Agent-assist platform with real-time transcription, intent detection and knowledge surfacing — cutting average handle time meaningfully.

Speech AILLMKafkaWebRTC
Impact at a glance

Numbers that matter

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Voter records modelled
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Polling stations covered
0
Avg. AHT reduction
0
Query speed-up via lakehouse
Case snapshots

Visual walkthrough

A look inside the kind of work we ship — from analytics dashboards to model serving infrastructure.

AnalyticsDashboard

Executive BI for a Hospitality Chain

Real-time revenue, occupancy and forecast dashboards across 40+ properties — built on a semantic layer the finance team trusts.

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InfrastructureCloud infrastructure

Zero-downtime Lakehouse Migration

Migrated a 50TB warehouse to a Delta lakehouse with parallel reads — no downtime and a 6x query speed-up for analyst workloads.

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AI / NLPNeural network

RAG Assistant for Customer Support

Knowledge-grounded LLM assistant deflecting 80% of tier-1 tickets, with an eval harness that catches regressions before users do.

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EngineeringCode

Embedded Analytics SDK

White-label dashboards embedded inside a SaaS product — multi-tenant, themed and provisioned per customer via API.

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ML OpsML analytics

Forecasting Platform for Logistics

Demand and ETA models trained nightly, served sub-50ms — with drift monitoring and shadow deployments for safe upgrades.

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CollaborationCollaboration

Data Strategy Sprint — Retail Brand

Four-week strategy engagement: data audit, tooling roadmap, hiring plan and a 12-month delivery sequence the board approved.

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Across geographies

Delivered in India, US, EU & Gulf

Remote-first delivery with overlapping working hours, NDAs, MSAs and enterprise procurement — handled.

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Industries served

Where our work lives

🗳️
Government
Election analytics
🏨
Hospitality
Revenue mgmt
🎓
EdTech
School ERP
🕉️
Spiritual
Content AI
📞
Contact Centers
Voice AI
🛒
eCommerce
Personalisation
Deep dive

One story in detail

How the Voter Data Center went from a spreadsheet to a 134M-row analytics platform.

Challenge

134M rows, 403 ACs

Raw voter rolls scattered across 403 PDF dumps with inconsistent column orders, name encodings and missing fields — no single source of truth.

Approach

Per-AC ingestion + classifier

Resilient Python pipeline with auto-reconnect, per-AC verification and partitioned SQL Server target. PDA-G classifier built on a curated surname dictionary.

Outcome

Sub-second dashboards

Booth-level cast aggregations, life-stage analysis and assembly drill-downs — all delivered live to field teams through a clean ASP.NET dashboard.

Client voices

What partners say

They turned six months of analyst grind into a 20-second dashboard query. The architecture document alone was worth the engagement.

DK
D. Krishnan
Director of Data, Govt analytics

We've worked with three AI vendors before. Panchvaktra is the first one whose model actually held up after launch.

NS
N. Shah
Product Head, EdTech

Documentation, runbooks, training videos — all there before go-live. Felt like onboarding an internal team.

VR
V. Rao
VP Operations, Hospitality
Credentials

Recognition & partnerships

🏆

Microsoft Partner

Working partner on Azure data and AI workloads.

☁️

AWS Aligned

Active solutions on EKS, Glue and Bedrock for clients.

🎖️

ISO-ready process

Documented SDLC mapped to ISO 27001 controls.

🇮🇳

MSME registered

Incorporated in India — Panchvaktra Info Solutions Pvt. Ltd.

Want a deeper case study?

We're happy to walk through architecture, trade-offs and outcomes on a call.

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