---
title: Digital Assistants & Natural Language
description: Enhance warehouse operations with Fulfilld CTO. Discover the magic of Natural Language Processing and Google Cloud in this insightful session.
---

[Articles | C2C](https://www.c2cglobal.com/articles)

# [Digital Assistants & Natural Language](https://www.c2cglobal.com/articles/scaling-an-enterprise-software-digital-assistants-and-natural-language-full-video-1704)

 Written by [C2C Team](https://www.c2cglobal.com/articles/author/c2c-team) | Nov 3, 2021 5:00:00 AM

Michael Pytel (@mpytel), co-founder and CTO at [Fulfilld](https://www.fulfilld.io/), shares stories from the team's wins and losses in building out this intelligent managed warehouse solution.

The recording from this Deep Dive includes:

- **(2:00)** Introduction to Fulfilld
- **(10:15)** Natural Language Processing use case for warehouse guidance
- **(11:40)** Generating directions using Dijkstra's algorithm (commonly used in mapping applications) to connect the shortest route between two points
- **(13:10)** Generating audio guidance for a custom map using Google Cloud Run and Text-to-Speech API
- **(14:15)** Using WaveNet to create natural-sounding, multi-language voices for text-to-speech scenarios
- **(16:45)** Building a digital assistant with Google Dialogflow
- Intent matching and other features
- Other use case examples of Google Dialogflow
- **(21:30)** Integrating voice while building applications on Flutter
- **(22:35)** Natural language alerts for warehouse operations
- **(23:50)** Big ideas: looking to the future of Fulfilld

 

**Other Resources**

- [WaveNet: A generative model for raw audio](https://deepmind.com/blog/article/wavenet-generative-model-raw-audio)
- [Google Cloud hands-on labs](https://www.coursera.org/googlecloud)
- [Google documentation: Creating voice audio files](https://cloud.google.com/text-to-speech/docs/create-audio#text-to-speech-text-nodejs)
- [Build voice bots for mobile with Dialogflow and Flutter | Workshop](https://www.youtube.com/watch?v=O7JfSF3CJ84)
- [The Definitive Guide to Conversational AI with Dialogflow and Google Cloud](https://www.apress.com/gp/book/9781484270134)

 

**Find the rest of the series from Fulfilld below:**

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[View full post](https://www.c2cglobal.com/articles/scaling-an-enterprise-software-digital-assistants-and-natural-language-full-video-1704)

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