Contextual AI for Retail · CPG · Manufacturing Vol. 05 · 2026

AI that understands
business and delivers
Value in Action.

Tailwyndz is focused on developing AI enabled solutions, that accelerate growth and profitability, for Retailers, Consumer Product organizations and Manufacturing. It helps in adoption of AI & ML to drive business decisions through Contextual AI solutions leveraging our ExpeditAI platform.

Live - ExpeditAI
ExpeditAI - Demand Planning
98.7%
MDM Accuracy
+34%
Forecast Lift
2.4x
ROI
25+
Yrs Experience
AI Forecast vs Actuals - Weekly
- AI Forecast ● Actuals (W1–W6) ↑ On Track
MDM synced · 12k records
Allocation ↑ 340 units
Services MDM & Harmonization Customer Allocation Consumption-Driven Forecasting Inventory Allocation Solutions AI Strategy AI/ML Engineering Data Engineering MDM Governance Process & Strategy Platform Selection Management & Implementation Services MDM & Harmonization Customer Allocation Consumption-Driven Forecasting Inventory Allocation Solutions AI Strategy AI/ML Engineering Data Engineering MDM Governance Process & Strategy Platform Selection Management & Implementation
/ Solutions

Our AI Solutions,
powered by ExpeditAI Platform.

Our AI foundational Solutions built leveraging our ExpeditAI platform through Flexible Architecture, Industry specific ML/DL models, User Driven Action – UX/UI and Integrated into Process for end-to-end AI-driven decision ecosystem.

/ 01 - FOUNDATION

MDM & Harmonization

Master Data Attribution & Harmonization is foundational app built leveraging our ExpeditAI platform to enable building datasets that can be combined.

/ 02 - FORECASTING

Consumption-Driven Forecasting

Consumption Driven Forecasting app is built to improve Forecast Accuracy based on internal and external drivers while leveraging the true power of Machine Learning.

/ 03 - ALLOCATION

Customer Allocation

Customer Allocation app is built to enable Demand planners to leverage AI and make the right decisions driving Growth, Profitability or other goals.

/ 04 - INVENTORY

Inventory Allocation

Inventory Allocation app is built to enable Inventory planners to leverage AI and make the right decisions driving Higher Sales, Lower Markdowns.

/ 05 - Optimization

Media Optimization

An optimization platform that maximizes Net Revenue and Gross Margin by intelligently allocating spend across all media touchpoints using advanced analytics and optimization models.

The platform

ExpeditAI drives adoption, not just accuracy.

Tailwyndz ExpeditAI ™ platform is engineered to be flexible to be applied to various processes in the Retail, Consumer Goods and Manufacturing industries. ExpeditAI platform powers our Apps.

User Experience Process Integration Data Management AI / ML Service-based integration
ExpeditAI
↳ Trade Promotion Optimization
↳ Consumption Driven Forecasting
↳ Master Data Management
↳ Customer Allocation
↳ Inventory Allocation
Learn more
/ Services

Professional services,
built for delivery.

Strategy, engineering, and governance - the three disciplines that separate AI initiatives to modernize, Optimize and enable scalable Process centric solutions.

01 / STRATEGY

AI Strategy

Help client with business case, strategy, road map and implementation AI & Automation solutions.

RoadmapsBusiness caseCapability model
02 / DATA & AI ENGINEERING

Data & AI Engineering

Help client with big data, data engineering, data science and advance visualizations.

AI/ML EngineeringData EngineeringLLMForecastingML AppsBI Analytics
03 / GOVERNANCE

Master Data

Help client with MDM governance, process, strategy, platform selection and program manage the implementation.

MDMGovernanceData stewardshipArchitectural Solution
Industry Recognition

Named Among the Top 20
Most Promising
Cognitive Companies

Tailwyndz has been recognised by CIO Review - the leading enterprise technology magazine - as one of the most promising cognitive solution providers transforming businesses through Artificial Intelligence and Machine Learning.

"We enable AI adoption with the user being in the centre of our solutions and presenting AI/ML in the context of the process."

- Kapil Khanduja, CEO & Founder, Tailwyndz
🏆
CIO Review 2021
Enterprise Solutions Magazine

Most Promising

Cognitive Solution Provider

for Innovation in
Contextual AI & Enterprise ML

2021
Learn More About Our Story
/ Resources

Ideas from the
Tailwyndz lab.

Writing and videos on contextual AI, master-data foundations, and the craft of landing enterprise AI inside operating processes that actually work.

22
May · 2026

Consumption-Driven Forecasting in CPG: a live walkthrough

60 minutes with the Tailwyndz data-science team · Q&A included

Upcoming
14
Jun · 2026

MDM as a first-class AI discipline

Governance, stewardship, and attribution - with a live case study

Upcoming
08
Apr · 2026

Inventory allocation under volatility: a planner's workflow

How ExpeditAI sits alongside the planner rather than over them

On demand
19
Feb · 2026

ML-driven approach to the data foundation

A conversation with our CTO on attribution, harmonization, and trust

On demand
- Ready when you are -

Let's talk about
the work you do.

A 30-minute briefing. No slides unless you want them. We'll walk through where contextual AI could take hold first in your planning stack - and where it frankly shouldn't.

Schedule a briefing →