ENTERPRISE AI & AUTOMATION ARCHITECTURE

DON'T JUST USE AI.
BUILD WITH IT.

AI isn't a novelty or a generic chatbot subscription. It is the most powerful infrastructure upgrade your business will ever make. We engineer custom AI solutions, intelligent automations, and data-driven systems that integrate directly into your operations.

Zero-Hallucination Guardrails
Enterprise Data Privacy First
End-to-End API Integration
100% Owned Business Logic
PROPSZY AI Enterprise Command Center
PROPSZY Neural Automation Engine v3.2
Live Pipeline Orchestration • Connected API Mesh
View Workflows →
The Business Reality

AI IS EVERYWHERE.
BUT IS IT WORKING FOR YOUR BUSINESS?

Most companies are experimenting with AI tools in isolation — testing prompt generators, standalone chatbots, or one-off SaaS widgets. Few are building AI into the core connective tissue of their operations.

Problem 01

Disconnected SaaS Tools

Teams are constantly copy-pasting data between ChatGPT, spreadsheets, CRM, and email. Data is trapped in silos, context is lost, and zero long-term intellectual property is accumulated.

Result: Manual fatigue & duplicated effort.
Problem 02

Manual Repetitive Friction

High-value employees spend 30% to 40% of their working hours on routine triage: qualifying leads, retyping order invoices, writing repetitive emails, and preparing manual reports.

Result: Slower turnaround & lost revenue.
Problem 03

Dormant Data & Blindspots

Businesses collect thousands of customer messages, transaction records, and analytics events every month, but lack automated intelligence to extract predictive patterns in real-time.

Result: Decisions made on backward guesswork.
The PROPSZY Verdict

The solution isn't another \$20/month subscription. It's an engineered intelligence layer tailored to your workflow.

See How We Build It →
</> 01 — EVENT INGESTION GATEWAY
Business Event Ingestion Gateway
Data Sanitization & Vector Embedding
Deterministic AI Reasoning Engine
Event Mesh & Queue Orchestration
Real-World Customer Execution
Compounding Growth Feedback
Sub-150ms Ingestion Latency · Zero Data Loss
BUILT IN, NOT BOLTED ON

AI Across Every Discipline.

We don't see AI as a department. We see it as a capability. Integrated across every discipline, it enhances how we think, create, optimise, and solve problems, enabling faster execution, deeper insights, and more meaningful outcomes for our clients.

01

Know — sharper inputs, faster

We map all inbound customer touchpoints: WhatsApp inquiries, website form fills, e-commerce cart transactions, customer service tickets, and CRM updates. Everything is channeled into a unified, secure ingestion gateway.

Sub-150ms Ingestion WhatsApp Cloud API Encrypted Webhooks
02

Clean & Embed — zero-data-retention vector space

Raw customer queries and unstructured records are sanitized, stripped of PII if required, normalized, and transformed into high-dimensional semantic embeddings ready for contextual retrieval without risking proprietary privacy.

text-embedding-3-large Pinecone DB Zero-Data-Retention
03

Make — more directions, same craft

The contextually enriched payload is processed through customized LLM logic with strict zero-hallucination guardrails, JSON schema enforcement, and classification rules before any action is permitted.

Claude 3.5 & GPT-4o NeMo Guardrails 99.8% Deterministic
04

Move — smarter optimisation

The validated decision is routed into production workflow queues. Triggers fire across multiple external systems simultaneously without waiting for manual human intervention.

Redis / Kafka Event Mesh 10,000 Tasks/min Sub-Second Relays
05

Build & Measure — automated by default

Your customer receives a hyper-personalized response in 2 seconds, the meeting is booked on your team's calendar, and CRM stage fields update in real-time with comprehensive AI conversation telemetry.

< 2.5s Latency HubSpot / Zoho Sync Human-in-Loop
06

Compound — self-optimizing growth engine

Operational telemetry feeds back into analytics dashboards. The system learns which replies yield highest conversion, refining audience models and driving continuous compounding business return.

Self-Tuning Models +38% Win-Rate Delta Compounding Scale
Engineered Capabilities

WHERE WE DEPLOY AI.

Six focused enterprise capabilities designed to eliminate friction, automate routine tasks, and generate measurable commercial return.

01 Automation Orchestration
AI AUTOMATION & WORKFLOWS

DIGITAL PROCESSES THAT MEAN BUSINESS.

Connect disconnected software systems into self-running pipelines. We design multi-step automations that listen for triggers, apply intelligent reasoning, and execute tasks across your CRMs, ERPs, billing, and communication tools.

Multi-Agent Logic Document OCR Parser Webhook Event Mesh Inventory Auto-Reorder ERP Synchronization
85% Faster
Reduction in manual cross-platform data work.
Zero Latency
Instant webhook routing across cloud services.
</> 01 — AI AUTOMATION & ORCHESTRATION
PROPSZY ENGINE
AI Automation & Workflow Orchestration
Pipeline Status: ACTIVE 1,420 events routed / hr
02 Growth Intelligence
MARKETING & PERFORMANCE

PREDICTIVE AUDIENCE & REVENUE ACCELERATION.

Eliminate guesswork from your ad spend. We build predictive attribution engines, automated customer cohort segmentation, and dynamic campaign optimization systems that reallocate budget toward highest-yield channels.

Multi-Touch Attribution Predictive LTV Scoring Audience Clustering Dynamic Ad Bidding ROAS Forecasting
3.2x Lift
Lead nurture response velocity.
-28% CAC
Lower cost per acquired lead.
</> 02 — MARKETING & REVENUE ACCELERATOR
PROPSZY ENGINE
AI Marketing & Growth Intelligence
Model: ROI Forecasting Q4 Confidence: 94.2%
03 Conversational AI
CONVERSATIONAL INTELLIGENCE

ENTERPRISE KNOWLEDGE AGENTS & 24/7 SUPPORT.

Domain-trained AI assistants that understand your catalog, pricing, policies, and contracts. Seamlessly integrated across WhatsApp Cloud API, website widgets, and CRM with instant human handover.

Strict RAG Architecture WhatsApp Cloud API Intent Classification Automated Lead Booking Human-in-the-Loop
< 2 Seconds
Instant response across all 24/7 channels.
72% Auto Triage
Inquiries resolved without human intervention.
</> 03 — CONVERSATIONAL INTELLIGENCE
PROPSZY ENGINE
AI Assistants & Conversational Intelligence
Channels: WhatsApp + Web Active Threads: 45
04 Decision Intelligence
DECISION INTELLIGENCE

REAL-TIME BUSINESS TELEMETRY & ANOMALY DETECTION.

Transform static reporting into proactive decision intelligence. Our algorithms monitor revenue velocity, detect supply chain and cart anomalies automatically, and compile synthesized executive briefings every morning.

Anomaly Detection Revenue Leakage Alerts Churn Modeling Executive Summaries Natural Language SQL
48 Hrs Early
Early warning alerts on conversion dips.
Zero Manual
Automated weekly board report synthesis.
</> 04 — DECISION INTELLIGENCE PORTAL
PROPSZY ENGINE
Business Intelligence & Predictive Analytics
Executive Decision Engine Global Operations Stream
05 Creative Production
CREATIVE PRODUCTION

BRAND-GOVERNED MULTI-FORMAT GENERATION.

Scale creative production without sacrificing brand governance. We architect automated catalog copy generation, multi-format social asset repurposing, and contextual localization pipelines.

Tone-of-Voice Guardrails SKU Catalog Automation Multi-Format Variants Social Repurposing Regional Localization
10x Output
Faster deployment of approved asset sets.
100% On-Brand
Strict styleguide compliance enforced.
</> 05 — CREATIVE PRODUCTION STUDIO
PROPSZY ENGINE
Content & Creative Production Studio
Studio Engine: ACTIVE Multi-format variant pipeline
06 Enterprise Mesh
ENTERPRISE CONNECTIVITY

INTEGRATED DIRECTLY INTO YOUR STACK.

AI creates zero value in an isolated browser window. We integrate custom models directly into your systems: Shopify, WooCommerce, Salesforce, HubSpot, Zoho, PostgreSQL, and legacy SQL databases.

Bidirectional SQL Sync REST & GraphQL APIs Shopify & WooCommerce Salesforce & HubSpot Zero-Retention LLM Mesh
SOC-Ready
Token encryption & isolated VPC enclaves.
100% Uptime
High availability microservices architecture.
</> 06 — ENTERPRISE API CONNECTIVITY HUB
PROPSZY ENGINE
Enterprise Systems Integration Hub
API Mesh: CONNECTED 100% Uptime Verified
Interactive Demonstrations

AI IN ACTION: REAL WORKFLOWS.

Explore real production sequences engineered by PROPSZY. See how a customer trigger translates into AI reasoning, automated execution, and commercial results.

Production Sequence 01

Inbound Lead → AI Qualification → Instant Meeting

Live Simulation Avg. Time: 3.8 mins
01. Inbound Trigger
WhatsApp Message

Client texts at 11:42 PM: "Hi, we are launching an e-commerce brand with 300 SKUs. Need custom store & marketing quote."

Webhook: Triggered [200 OK]
02. AI Reasoning Engine
Intent & Entity Extraction

LLM extracts Intent: "E-commerce Build", Scope: "300 SKUs", Urgency: "High". References agency past cases from vector database.

Confidence Score: 98.4%
03. Automated Actions
Multi-System Sync

Creates HubSpot Lead, generates tailored PDF portfolio case link, responds to client with calendar scheduling link.

Slack Alert Sent to Lead Exec
04. Commercial Result
Strategy Call Booked

Client books meeting for 10:30 AM tomorrow. Total human hours spent: 0. Conversion velocity increased by 400%.

0 manual friction
Production Sequence 02

Data Stream → Anomaly Detected → Emergency Engineering Fix

Anomaly Pipeline Detection: Instant
01. Telemetry Stream
Checkout Event Feed

4:15 AM: E-commerce store processes 250 visits/minute across desktop and mobile devices.

Stream: 10,000 req/sec
02. AI Anomaly Flag
Statistical Deviation

AI detects iOS Safari mobile checkout completion rate dropped from 4.2% to 0.4% in last 12 minutes.

Anomaly: Gateways Disconnect
03. Automated Triage
PagerDuty & Slack Incident

Jira bug ticket auto-generated with stack trace: Payment gateway JS SDK script failed to load on iOS Safari 17.4.

High Severity Incident Created
04. Commercial Result
Loss Prevented

Hotfix deployed within 22 minutes. Saved an estimated ₹3,50,000+ in abandoned customer checkouts.

Revenue Protected
Production Sequence 03

Whitepaper Download → Behavioral Profiling → Multi-Channel Close

Nurture Engine Conversion: +320%
01. Inbound Event
Asset Downloaded

VP of Operations downloads "Enterprise Cloud Migration Blueprint" with corporate business email.

Enrichment: Clearbit Sync
02. AI Persona Synthesis
Role & Pain Point Mapping

AI determines company size (150+ staff), existing ERP platform, and specific compliance requirements (HIPAA/ISO).

ICP Score: 96 / 100
03. Dynamic Follow-Up
Bespoke Value Email

Generates hyper-tailored email addressing their specific database architecture with relevant case metrics.

Sent from Dedicated Partner Rep
04. Commercial Result
Demo Arranged

Prospect replies in 18 minutes: "This directly addresses our PostgreSQL migration questions. Let's talk Thursday."

48% Response Rate
Production Sequence 04

Cross-Channel Ad Telemetry → Real-Time AI Bidding → Max ROAS

Bidding Mesh ROAS: 4.8x
01. Multi-Platform Stream
Meta & Google Ads Data

Real-time hourly cost and conversion data stream across 14 ad sets and 42 creative variations.

Polling Frequency: 15 mins
02. Creative Fatigue Analysis
Predictive Decay Curve

Algorithm detects ad creative set 'Variant C' frequency reaching saturation with CTR slipping from 2.8% to 1.1%.

Fatigue Threshold Tripped
03. Automated Budget Shift
Direct API Rebalancing

Reduces spend on Variant C by 70% and reallocates ₹45,000/day toward high-intent Google Search non-brand keywords.

Executed via Meta Marketing API
04. Commercial Result
Blended ROAS Surge

Blended campaign return on ad spend rises from 2.7x to 4.8x within 72 hours without adding marketing headcount.

₹1.8M Added Revenue
Ecosystem Synergy

AI DOESN'T REPLACE YOUR ECOSYSTEM.
IT UPGRADES IT.

At PROPSZY INFOTECH, we don't build isolated AI toys. We embed intelligence directly into your website, your mobile app, your e-commerce storefront, and your marketing funnels.

WEB PLATFORM + AI

Dynamic Web Personalization

Transform static websites into adaptive engines that reorder homepage sections, recommend relevant case studies, and tailor hero headlines based on user industry and referrer origin.

→ +44% Average Session Duration
E-COMMERCE + AI

Intelligent Cart & Merchandising

Predictive cart abandonment recovery triggers over WhatsApp, automated bundles based on buying co-occurrence, and intelligent catalog search with natural language comprehension.

→ +22% Higher Average Order Value
PERFORMANCE + AI

Autonomous Media Bidding

Machine learning scripts monitor Google and Meta Ads algorithms in real-time, detecting creative fatigue and automatically reallocating ad budgets toward peak conversion hours.

→ -28% Blended Cost Per Acquisition
MOBILE APPS + AI

On-Device Smart Interactions

Edge intelligence for Flutter and Native mobile apps: smart voice search, camera-based barcode and document recognition, and localized notifications sent when users are most active.

→ 3.8x Push Notification Click-through
ENTERPRISE ERP + AI

Predictive Operations & Stock

Historical sales data modeling forecast inventory exhaustion dates weeks before stockouts happen. Automated purchase order generation sent directly to suppliers upon threshold triggers.

→ 99.4% Fulfillment Continuity
CUSTOMER SUPPORT + AI

Omnichannel 24/7 Agent Triage

Trained on your private documentation and FAQ database, our agents resolve 70%+ of Tier-1 queries instantly on WhatsApp, Instagram DMs, and website chat with zero wait time.

→ 96% First Contact Resolution
Operational Deployment

USE CASES BY BUSINESS FUNCTION.

How leadership teams across sales, support, marketing, and operations leverage PROPSZY's intelligent automation frameworks every single day.

Sales & Lead Qualification

  • • Instant parsing of customer intent from form submissions.
  • • Automated lead scoring against historical closing data.
  • • Personalized proposal PDF generation within 3 minutes.
  • • WhatsApp notification dispatch to senior account executives.
Velocity: 4x Faster Close Rate

Customer Support & Retention

  • • 24/7 intelligent answers across WhatsApp & website chat.
  • • Automated shipment tracking & order cancellation triage.
  • • Sentiment detection: auto-flag frustrated VIP customers.
  • • Continuous RAG sync with updated knowledge base docs.
Resolution: 72% Automated Triage

Marketing Operations & Ads

  • • Programmatic generation of 50+ ad headline variations.
  • • Automated competitor ad strategy monitoring & alert stream.
  • • Predictive audience clustering based on RFM behavior.
  • • Autonomous budget shifts to highest converting ad sets.
Efficiency: +45% Ad ROI

Content & SEO Production

  • • Automated SEO-compliant product descriptions for 500+ SKUs.
  • • Automated repurposing of podcast/video transcripts into blogs.
  • • Multi-language catalog translation with cultural preservation.
  • • Brand voice alignment scanner checking copy consistency.
Scale: 10x Content Speed

Executive Decision Support

  • • Daily synthesized business brief delivered via WhatsApp at 8 AM.
  • • Multi-variant revenue projections based on trailing data.
  • • Anomaly alerts when any operational KPI deviates > 15%.
  • • Executive query bot: ask questions to your database in plain English.
Clarity: Zero Manual Reporting

Internal Ops & HR Workflows

  • • Autonomous resume screening & skills match classification.
  • • Automated employee onboarding credential creation.
  • • Vendor invoice extraction and two-way PO validation.
  • • Internal SOP search assistant for team policies.
Time Saved: 30+ hrs / week
Disciplined Engineering

FROM IDEA TO INTELLIGENCE.

Our 6-step engineering methodology ensures every AI system is reliable, secure, compliant, and directly tied to commercial outcomes.

01

Discovery & Data Audit

We map your existing software ecosystem, audit internal data quality, identify repetitive bottlenecks, and quantify the specific ROI target for automation.

02

Architecture & Guardrails

We design deterministic state machines, fallback protocols, and guardrails to ensure the AI never invents information or breaks your business rules.

03

Model Selection & Tuning

We select the optimal models for your latency and privacy constraints (OpenAI, Anthropic Claude, Meta Llama, or local open-weights), tuning system prompts.

04

Integration & Sandboxing

We build secure API connectors, webhook relays, and database connections in an isolated staging sandbox, running end-to-end stress tests.

05

Phased Production Rollout

We deploy with human-in-the-loop oversight initially. Once telemetry confirms 99%+ accuracy, we transition to fully autonomous execution.

06

Continuous Optimization

Our monitoring logs edge cases, latency shifts, and customer sentiment, continuously refining prompt embeddings and improving decision quality over time.

R&D / Innovation Testbench

BUILT AT PROPSZY.
OUR AI TOOLING SUITE.

We don't just advise clients on AI; we build and operate internal AI tools, workflow harnesses, and experimentation pipelines inside our own engineering studio.

LeadScore AI
Internal lead intent classifier analyzing customer inquiries in real-time to prioritize high-value sales conversations.
PromptFlow Engine
Multi-model orchestration harness that routes queries between Claude, GPT-4o, and local models for optimal cost-per-token.
DocuExtract Middleware
High-accuracy OCR parser converting vendor invoices, bills of lading, and PDF contracts into structured JSON payloads.
MetricPulse Weekly Brief
Automated weekly executive growth digest synthesizing revenue, traffic, conversion, and server telemetry into a single report.
PROPSZY AI Systems R&D Workstation
PROPSZY LABS R&D Active Testbed

Every capability we deploy for clients is pre-tested, battle-hardened, and validated in our own internal operations before deployment.

Enterprise Clarity

FREQUENTLY ASKED QUESTIONS.

Clear, transparent answers about data privacy, hallucination prevention, tech integration, and pricing models.

Is our company data kept private and safe when using AI?

+
Yes, 100%. We strictly utilize enterprise API endpoints with zero-data-retention agreements. Your company’s proprietary customer records, financial figures, and private documents are NEVER used to train public LLM models. For clients with sovereign privacy regulations, we also deploy self-hosted open-weights models inside your own dedicated private cloud (AWS/GCP/Azure) with end-to-end encryption.

How do you prevent AI hallucinations or incorrect customer answers?

+
We use strict RAG (Retrieval-Augmented Generation) architectures paired with deterministic validation guardrails. The AI is explicitly bounded to only answer based on verified documentation supplied in your knowledge vectors. If a question falls outside the verified corpus, the system is hardcoded to acknowledge the boundary and automatically escalate the conversation to a human team member.

Do we need to replace our existing CRM, ERP, or website software?

+
No. Our core engineering principle is integration over replacement. We build intelligent API middleware that connects directly to the tools you already rely on: Salesforce, HubSpot, Zoho, Shopify, WooCommerce, WhatsApp Business API, PostgreSQL, or legacy SQL databases. You keep your existing systems; we simply automate the manual work between them.

What is the typical deployment timeline for a custom AI automation?

+
A focused conversational AI assistant or webhook automation pipeline is typically deployed into sandbox testing within 10 to 14 business days, and pushed to full production within 3 to 4 weeks. Larger multi-agent enterprise systems or custom internal ERP intelligence platforms typically follow a 6 to 10-week phased milestone delivery schedule.

How do ongoing API costs and model usage work?

+
We architect for maximum token efficiency. We implement semantic caching, query filtering, and multi-tier model routing (using faster, inexpensive models for simple classifications and reserving larger reasoning models only when necessary). This typically keeps model API consumption under ₹3,000 to ₹15,000/month for mid-market businesses, representing an astronomical ROI relative to manual labor.

Can human managers review and approve actions before execution?

+
Absolutely. We support configurable Human-in-the-Loop (HITL) approval gates. For high-stakes operations — such as issuing refunds, sending formal price quotations, or publishing public content — the AI drafts the output and sends a one-click approve/reject card to your Slack, WhatsApp, or dashboard before anything is dispatched.
Start Your Architecture

READY TO WORK SMARTER?
LET'S BUILD YOUR AI SYSTEM.

Stop spending hundreds of hours on repetitive manual operations. Schedule a 30-minute technical discovery call to identify high-ROI automation opportunities across your business.

NDA Protected 30-Min Technical Scope Direct Engineering Access