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IN-HOUSE AI MODEL & AGENTS — YOUR DATA NEVER LEAVES YOUR BOUNDARY

AI-Powered Retail & Wholesale Transformation That Pays for Itself

From supermarket chains and wholesale distributors to e-commerce platforms — THANASI deploys production-ready AI agents, automation workflows, and intelligent analytics with 100% data privacy because every model runs in-house.

No Vendor Lock-In SOC2 & GDPR Aligned Outcome-Based Costing 24/7 Managed Support
Explore AI Agents
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% Avg. Margin Improvement
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% Reduction in Manual Ops
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Days to First AI Output
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+ Enterprise Clients
THANASI Retail AI Dashboard
Real-time AI Operations
LIVE
Demand Accuracy
94.6%
+12% vs last quarter
Stockout Events
↓ 43%
AI-controlled replenishment
Active AI Agents
Inventory Optimizer Running
Dynamic Pricing Agent Running
Shelf Vision Inspector Running
Document Processor Processing
All models running on your private infrastructure
Zero data sent to OpenAI, Google, or any external AI service

Click on your segment to see tailored AI solutions

Supermarket Chains
Wholesale Markets
E-commerce / Marketplace
Fashion & Apparel
Pharma Retail
FMCG Distribution
Electronics Retail
Grocery / Hypermarkets

The Real Pain Points Holding Your Retail Business Back

These aren't minor inefficiencies. They are revenue-bleeding, margin-crushing, competitive-edge-destroying problems that compound every day without AI-driven intervention.

01

Stockouts & Overstock Bleeding Margins

Manual demand planning based on gut instinct leads to empty shelves during peak demand and rotting inventory in slow seasons. Retailers lose 4–8% of annual revenue to this problem alone.

Our AI Fix: Demand Forecasting Agent reduces stockouts by 43–57%
02

Document & Invoice Processing Bottlenecks

Thousands of purchase orders, invoices, GRNs, and compliance documents processed manually. Errors cause payment delays, vendor disputes, and compliance risks. Finance teams spend 60% of time on data entry.

Our AI Fix: IDP Agent processes documents with 99.2% accuracy, 80% faster
03

Zero Real-Time Visibility Across Stores

Multi-location retail chains operate blind — no unified dashboard, no real-time POS sync, no shelf-level intelligence. By the time decisions reach store managers, the opportunity has passed.

Our AI Fix: Real-Time Digital Twin provides unified store-level intelligence
04

Static Pricing Losing to Competitors Daily

Your competitors update prices dynamically based on demand signals, competitor movements, and margin requirements. Manual price reviews happen weekly or monthly, costing you up to 18% in potential margin.

Our AI Fix: Dynamic Pricing Agent improves margin by 8–18% automatically
05

Legacy Systems Not Talking to Each Other

Your POS, ERP, WMS, CRM, and e-commerce platform are all siloed. Manual data reconciliation wastes 20–30 hours/week and introduces errors that cost businesses millions annually.

Our AI Fix: API-Led Connectivity creates a unified retail data backbone
06

Customer Churn Without Early Warning

You only discover a customer has churned after they've left. No predictive model identifying at-risk customers, no automated win-back, no personalisation driving loyalty. Acquiring a new customer costs 5x more than retaining one.

Our AI Fix: CLV Prediction Agent flags at-risk customers 30 days in advance

Choose Your AI Agents. Deploy in Days.

Every agent runs entirely on your infrastructure. No external API calls to OpenAI, Gemini, or any third-party model. Full control. Full privacy. Full performance.

Retail AI

Demand Forecasting Agent

ML-powered SKU-level demand prediction using historical sales, seasonality, promotions, weather & external signals. Integrated with ERP & OMS.

↓ 43% Stockouts ↓ 35% Overstock
Retail AI

Dynamic Pricing Intelligence Agent

Real-time competitive pricing engine analyzing competitor data, demand signals, margin constraints, and inventory to auto-adjust prices.

↑ 8–18% Margin ↓ 40% Overstock Cost
Retail AI

Personalisation & Recommendation Engine

ML-driven product recommendations across app, web, kiosk & WhatsApp. Personalises every touchpoint based on behaviour & purchase history.

↑ 35% AOV ↑ 40% Conversion
Retail AI

Computer Vision — Shelf & Quality Inspector

AI-powered camera systems for shelf availability monitoring, planogram compliance checking, freshness detection & SKU-level stock visibility.

Real-time Shelf Intel Freshness Detection
Retail AI

Customer Lifetime Value & Churn Agent

Predictive CLV models with automated high-value customer identification, churn early-warning, and personalised retention trigger workflows.

↑ 35% Retention 4x ROI on Retention
Retail AI

Fraud Detection & Loss Prevention AI

Real-time anomaly detection across POS transactions, returns, supplier billing, and employee activity. Catches shrinkage before it becomes a P&L problem.

↓ 70–90% Fraud Loss Real-time Alerts
Operations

Intelligent Document Processing (IDP)

Automated extraction from invoices, POs, GRNs, delivery notes, compliance docs & contracts. OCR + NLP + validation workflow in one agent.

99.2% Accuracy | 80% Faster Processing
Operations

Inventory Optimisation & Auto-Replenishment

AI-driven multi-location inventory allocation with automated replenishment triggers. Integrates with WMS, ERP, suppliers & logistics APIs.

↑ 35% Inventory Turnover
Operations

Supply Chain & Logistics Intelligence

AI-powered supplier performance scoring, delivery prediction, route optimisation & exception handling for last-mile retail logistics.

↓ 25% Fulfilment Costs
Operations

WhatsApp Commerce & CX Automation

Order tracking, conversational commerce, support automation & re-engagement campaigns via WhatsApp Business API. 70–90% open rates.

↓ 60% Support Volume
Operations

Agentic AI Workflow Automation

End-to-end autonomous workflows for order processing, vendor management, complaint resolution & compliance reporting. Zero manual touchpoints.

↓ 60% Manual Operations
Operations

Seller / Vendor Performance Intelligence

For marketplaces & wholesale operators — automated seller scoring, compliance monitoring, risk flagging & performance prediction dashboards.

↓ 45% Seller Churn
Analytics

Retail Business Intelligence Dashboard

Unified BI layer connecting POS, ERP, CRM & e-commerce. Executive KPI views, store-level drill-downs, category performance & AI-generated narratives.

Real-time | Store-level | Predictive
Analytics

Real-Time Data Sync & Digital Twin

Digital replica of your entire retail operation — stores, warehouses, supply chain — updated in real time for scenario planning, simulation & AI decision support.

Real-time Simulation Capability
Analytics

Customer Segmentation & Campaign AI

Advanced clustering from CDP data. Dynamic segment updates, lookalike audience building & integrated campaign automation via Marketo, HubSpot & CRM.

↑ 50% Campaign ROI
Analytics

Category & Assortment Intelligence

AI analysis of SKU performance, category trends, market basket data & competitor assortment to optimise product mix and space allocation.

Data-Driven Assortment Planning
Analytics

Predictive Product Circulation AI

AI that predicts when products should be moved between locations, marked down, bundled or promoted to maximise sell-through and minimise waste.

↓ 30% Waste | ↑ Sell-Through Rate
Analytics

Wholesale Market Intelligence Platform

Purpose-built for mandi operators, wholesale distributors & B2B platforms. Buyer behaviour analytics, bulk order prediction & seasonal trend modelling.

Wholesale-specific Analytics
Tech

API-Led Connectivity & Legacy Modernisation

Unified integration layer connecting POS, ERP, WMS, CRM, e-commerce & third-party platforms. No rip-and-replace. Works with your existing systems.

SAP | Oracle | MS Dynamics | Shopify | Magento
Tech

Hybrid Cloud & Multicloud Integration

Design and deploy hybrid architectures keeping sensitive retail data on-prem while leveraging cloud for scalable compute. AI models stay on your infrastructure.

AWS | Azure | GCP | Private Cloud
Tech

Composable ERP/CRM & Modular Architecture

Modular retail system architecture enabling you to add, replace or upgrade individual capabilities without disrupting the whole stack.

Composable Commerce Ready
Tech

Web & Mobile App Development

Customer-facing apps (iOS/Android/Web), in-store kiosk systems, staff mobile tools & self-checkout UX built with AI-first design principles.

React Native | Flutter | .NET | Node.js
Tech

Reverse Engineering & System Re-engineering

Reconstruct lost source code, modernise undocumented legacy systems, upgrade EOL frameworks & migrate tech stacks without business disruption.

Proven Track Record — 100% Source Recovery
Tech

Framework Upgrade, Vulnerability Scan & Fixes

Automated VAPT scans, CVE patching, framework version upgrades (React, Angular, .NET, Java) & ongoing security posture management.

OWASP | CVSS | ISO 27001 Aligned
Managed IT

24/7 Managed IT Services

Round-the-clock monitoring, incident management, proactive maintenance & L1/L2/L3 support for your entire retail IT infrastructure. SLA-backed response times.

99.9% Uptime SLA | Sub-15min Response
Managed IT

Retail Infrastructure Management

Manage POS infrastructure, in-store networking, server operations, backup & DR for retail chains. Includes store rollout support and hardware lifecycle management.

Multi-store | Centralised Management
Managed IT

IT Governance, Compliance & Risk Management

Compliance monitoring (GDPR, PCI-DSS, ISO 27001), audit trail management, access governance & risk reporting aligned to retail regulatory requirements.

GDPR | PCI-DSS | ISO 27001

Can't see exactly what you need? We build custom agents for your specific retail challenge.

Your Retail Data Never Leaves Your Boundary. Ever.

This isn't just a compliance checkbox. It's a fundamental architectural decision. Every AI model, every agent, every analytics engine runs entirely within your controlled infrastructure.

In-House Model Deployment
All AI models are deployed on your on-premises servers or private cloud. No connection to OpenAI, Google Gemini, AWS Bedrock, or any external AI service. Your competitive data stays yours.
Air-Gapped AI Processing Option
For highly sensitive retail operations — pricing strategies, supplier terms, customer PII — we offer fully air-gapped AI deployment with zero internet connectivity.
You Own All IP & Model Weights
Every model we fine-tune on your data becomes your intellectual property. We sign IP assignment agreements. No vendor lock-in. No subscription to our proprietary model.
Compliance-First Architecture
Built-in compliance with GDPR, India DPDP Act, PCI-DSS (payment data), and SOC2 principles. Audit trail, data lineage tracking, and consent management included.
Privacy Architecture Comparison
Scenario
Generic AI SaaS
THANASI
Customer data processed by AI
Sent to vendor cloud
Stays on-premise
Pricing strategy data
Risk exposed
Fully encrypted
Supplier terms & contracts
AI vendor access
Private vault
GDPR/DPDP compliance
Complex DPA needed
Built-in
Model fine-tuning on your data
Improves vendor AI
You own the model
Board-ready privacy statement: "No retail data processed by any external AI vendor."

We Win When You Win. That's Our Commercial Model.

Forget time-and-material estimates that balloon. Forget fixed-price contracts that incentivise cutting corners. We price on business outcomes — meaning our interest is permanently aligned with yours.

Traditional IT Estimation
What you've been living with
50–200 page SoW documents before a single line of code is written
Fixed-scope contracts that require expensive change requests for every adjustment
Vendor earns full fee regardless of whether AI actually improves your business
12–18 month deployments before any business value is realised
Success defined as "delivered on time" not "delivered ROI"
Post-delivery, you're on your own with a maintenance contract
THANASI Outcome-Based Model
Mutual win-win from day one
4-hour discovery session. 48-hour commercial proposal tied to measurable KPIs
Modular delivery — pay per outcome milestone, not per sprint or hour
Performance-linked fee component: we earn more when your margins improve more
First AI output in 14 days. Business-measurable results within 60 days
Success defined as % stockout reduction / margin improvement / ops cost savings
Ongoing managed optimisation included. We stay invested in your outcomes

What Could AI Save Your Retail Business?

Drag the sliders to see estimated annual impact

Estimated Annual Savings
₹4–8 Cr
Demand forecasting + dynamic pricing + ops automation
Inventory Cost Savings
₹1.5 Cr
Ops Cost Reduction
₹0.8 Cr

From Discovery to Live AI in 14–28 Days

We've eliminated the enterprise "analysis paralysis" cycle. Our proven 5-phase methodology gets AI running in your retail environment — fast, safely, with zero disruption to current operations.

1

Discovery
Day 1–2

4-hour workshop. Map pain points, data sources, integration landscape & KPI targets. No long proposals.

2

Outcome Blueprint
Day 3–5

KPI-linked commercial proposal. AI solution architecture. Integration map. Privacy & compliance sign-off. Deployment timeline.

3

Build & Configure
Day 6–18

Deploy AI agents on your infrastructure. Connect integrations. Fine-tune models on your retail data. Zero disruption to current ops.

4

Go Live & Validate
Day 19–28

Controlled rollout. KPI baseline established. AI decisions validated against outcomes. Staff enablement & change management.

5

Optimise & Scale
Month 2+

Continuous model improvement. Monthly outcome reviews. Add new AI capabilities as business scales. Permanent partnership, not a project.

Most of our retail clients see measurable AI-driven outcomes within 60 days of kickoff. Not 6 months. Not 18 months. 60 days.

Proof, Not Promises. Real Outcomes from Real Clients.

These are production deployments with published outcomes — not pilot projects or theoretical models.

AppsPOS Multi-Hotel F&B
Singapore | Hospitality Retail
Retail Adjacent

Multi-location food ordering platform with loyalty engine, AI-driven upsell recommendations, CRM integration and real-time operations dashboard for hotel managers.

89%
Digital Order Adoption
43%
↑ Average Order Value
4.9/5
Guest Satisfaction
View Full Case Study
IMKNAT Facility Management
Riyadh, Saudi Arabia
IoT + AI

AI predictive maintenance platform with IoT sensors, real-time dashboards, automated work orders and energy optimisation across large-scale facilities.

67%
↓ Equipment Failures
34%
Energy Cost Savings
89%
Predictive Accuracy
View Full Case Study
Mobily B2B Platform
Saudi Arabia | Telecom
AI Automation

Unified B2B service platform with AI-driven SLA monitoring, automated escalation, real-time agent dashboards and omnichannel complaint resolution.

58%
↑ Agent Productivity
99.2%
SLA Compliance
70%
Faster Service
View Full Case Study
View All 15+ Success Stories

Works With Your Existing Retail Tech Stack

No rip-and-replace. Our AI layer connects to your existing systems on Day 1.

ERP Platforms
SAP S/4HANAOracle ERPMS Dynamics 365NetSuiteTally ERP
Commerce Platforms
Shopify PlusMagentoSalesforce CCWooCommerceCustom OMS
CRM & Marketing
SalesforceHubSpotZoho CRMMarketoWhatsApp API
Warehouse & Logistics
SAP WMManhattan WMSShiprocketDelhivery APIBlue Dart

Trusted by Retail & Distribution Leaders

The privacy model was our primary decision criterion. Our competitor pricing data is our crown jewel — knowing it never touches a third-party AI server was non-negotiable. THANASI delivered that, plus the forecast accuracy exceeded anything our previous vendor promised.

RK
Rajesh Kumar
CTO, Regional Supermarket Chain — India

We evaluated 6 vendors. THANASI was the only one who came with a KPI-linked commercial model. Not "we'll build it" — but "we'll deliver this outcome and here's how we'll measure it." That gave our board the confidence to approve the budget immediately.

SA
Saleh Alotaibi
VP Operations, Wholesale Distributor — KSA

Within 45 days of deployment, our demand forecast accuracy went from 67% to 91%. The inventory savings in the first quarter alone recovered 40% of the total project investment. The AI agents run silently and deliver results we can see on the P&L.

PL
Priya Lakshmanan
Head of Digital, FMCG Distribution Co. — Singapore

Answers for Deal Controllers & Decision Makers

How is 100% data privacy actually guaranteed — not just claimed?
We deploy all AI models and processing pipelines on your own servers — either on-premise hardware or your private cloud (AWS VPC, Azure Private, Google Private Cloud). Zero egress to external AI APIs. We sign a Data Processing Agreement (DPA) with specific clauses prohibiting any data from being transmitted to our infrastructure. All model fine-tuning happens in your environment. We can demonstrate this architecture to your IT security team before any commercial commitment.
We use SAP ERP and a custom legacy POS. Can you integrate with these?
Yes. We have active integrations with SAP S/4HANA, SAP WM, SAP FICO and custom POS systems across retail deployments. Our API-Led Connectivity layer creates a unified data fabric connecting your SAP ERP, POS, WMS, CRM and any other system via purpose-built adapters. We typically complete the integration layer within 5–8 working days of access being granted.
What happens if the AI forecasts are wrong? Who takes responsibility?
Our commercial model includes a performance guarantee clause. If demand forecast accuracy does not reach the agreed baseline (typically 85–92% depending on data quality), we continue to optimise at no additional cost until it does. This is why outcome-based pricing aligns both parties — we have every incentive to ensure the AI actually works. We define clear accuracy KPIs, measurement methodology and remediation triggers in the SOW before kickoff.
Our IT team is stretched thin. How much of their time will this require?
We've designed our deployment process to be IT-light for your team. We need approximately 4–6 hours of your IT team's time during integration setup for access credentials and security review. After go-live, our 24/7 Managed IT Service handles all operational monitoring, model maintenance and incident resolution. Your IT team receives a clean handover document and runbook. Monthly governance calls of 30 minutes are the only ongoing time commitment.
How does the outcome-based pricing model actually work in practice?
We structure the commercial in two components: (1) A fixed deployment fee covering infrastructure setup, integration, model training and go-live — paid in milestones tied to delivery stages. (2) A performance component based on agreed KPIs (e.g., % reduction in stockouts, % margin improvement) measured quarterly. The split varies by project type, typically 70% fixed / 30% performance. This means our total earnings are higher when results exceed targets — a genuine alignment of interests.
Do you work with supermarkets and wholesale markets specifically?
Yes — both are core verticals. For supermarket chains, our focus is demand forecasting at SKU-category-store level, shelf intelligence via computer vision, dynamic pricing, loyalty analytics and supply chain automation. For wholesale markets and distributors, we specialise in bulk order prediction, seasonal demand modelling, vendor performance intelligence, multi-tier pricing and B2B customer analytics. We have dedicated solution templates for both that reduce deployment time significantly.
What is the minimum scale required to benefit from your AI solutions?
Our solutions are designed for businesses with annual revenue of ₹25 Cr / $3M and above, with at least 1,000+ SKUs. At this scale, the ROI from demand forecasting and dynamic pricing alone typically delivers 10–20x the implementation investment within the first year. For smaller operations, we offer a modular entry-level package focused on 2–3 highest-impact use cases with lower investment thresholds.

Reserve Your AI Strategy Session

Talk directly with a Retail AI specialist. 45 minutes. Zero sales pressure. We'll map your biggest pain point to a specific AI solution — and show you a live demo relevant to your business.

What You'll Get in 45 Minutes

  • Retail AI opportunity assessment tailored to your business type and scale
  • Live demo of the most relevant AI agent for your pain point
  • Privacy architecture walkthrough — how your data stays protected
  • Indicative ROI estimate for your specific situation
  • Clear answer to: "Is AI right for us right now?"
Confidentiality Guaranteed

All information shared in the discovery session is covered under NDA by default. We do not share your business details or strategy with any third party.

+91 95244 40556
connect@thanasi.co.in
India • UAE • Saudi Arabia • Singapore • UK • USA
THANASI Retail AI Session
45 min • Free • Video call or On-site (India)
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Your Competitors Are Already Deploying AI. The Question Is: How Far Behind Will You Let Them Get?

Every month without AI-driven demand forecasting, pricing intelligence and inventory optimisation is revenue you're leaving on the table. Our guarantee: measurable outcomes in 60 days or we keep working at no extra cost.

Call Now: +91 95244 40556
No Commitment Required
NDA Signed on Request
100% Data Privacy
Outcome-Based Pricing
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Happy to Achieve, Our Client Partner is available.

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