FM Logistic provides its international customers with complete logistics solutions that cover everything from warehousing and handling, to transport and distribution, co-packing and co-manufacturing, and supply chain optimization. Operating in 14 countries including France, Russia, Poland, India, Vietnam, Brazil, and China, FM Logistic supports its clients by offering specialized services across a number of markets including consumer goods, retail, cosmetics, and health.

“We are in the process of transforming all our tools and integrating new solutions to be able to work faster and more efficiently. Two main IT priorities are mobility and openness, in terms of working from anywhere and being able to interact with other information systems.”

– Communication Manager, FM Logistic

As a business that has existed since 1967 and in 2018 achieved a turnover of €1.178 billion with 9.5% annual growth, FM Logistic is always looking to help secure the company’s position within an evolving sector. To better serve its customers, FM Logistic decided to launch an innovation project in 2017 to transform the internal digital tools of the company and replace its intranet, email, and productivity software. The company looked for an integrated solution that would enable more collaborative ways of working and bring its international operations closer together. The company found that implementing G Suite and LumApps social intranet was the perfect combination.

“We are in the process of transforming all our tools and integrating new solutions to be able to work faster and more efficiently,” says the Communication Manager at FM Logistic. “Two main IT priorities are mobility and openness, in terms of working from anywhere and being able to interact with other information systems.”

A global transformation

For large international companies with global operations, implementing a single integrated solution to enable collaboration across regions while respecting regional variations can be a real challenge.

“We have 26,000 employees spread across a broad geography, with a variation in cultures and technological maturity. There was an aspiration to work in collaboration, but the necessary tools were not in place,” says FM Logistic’s Communication Manager. FM Logistic looked for a solution to enable new, more collaborative work practices, which were flexible in terms of usage and that, most importantly, would work as part of an integrated solution.

To do that, FM Logistic worked with Google Partner Devoteam G Cloud to implement G Suite alongside the LumApps intranet portal. It took six months to complete the migration of 7,000 accounts, with employees accessing the Business or Basic G Suite edition according to their needs. “Before, with our physical infrastructure we found ourselves buying additional hard drives as we ran out of storage,” says the Technical Project Manager at FM Logistic. “That’s no longer a problem, and we can tailor access depending on whether or not employees need unlimited storage .”

“It’s a real advantage to be able to access your account from any device and work from anywhere. Hangouts Meet has been really transformational in that respect: it has reduced the need for travel significantly, even in the few months we’ve been using it so far.”

– Communication Manager, FM Logistic

“We followed Google’s G Suite migration advice and had early adopter ambassadors in every country. By the time we got around to the final country, very little input was needed as they were ready to go!” says the Technical Project Manager. “Many of them were already familiar with the product, so it was very intuitive. Our feedback surveys gave a satisfaction rating of almost 4.5 out of 5 in relation to the transition. We also had significant executive support, with two members of the executive committee on the steering board. That really helped the project to move quickly.”

As a result, employees were quick to understand the benefits of the new system. “It’s a real advantage to be able to access your account from any device and work from anywhere. That was clear from the start,” says the Communication Manager. “Hangouts Meet has been really transformational in that respect: it has reduced the need for travel significantly, even in the few months we’ve been using it so far.”

LumApps: a fully-integrated enterprise hub

One of FM Logistic’s main reasons for choosing G Suite was the seamless integration with LumApps’ intranet portal. LumApps adds value to G Suite, thereby boosting and sustaining employee adoption. FM Logistic chose LumApps to create a hub for its enterprise, where everything is centralized from internal communications to business apps.

“We didn’t want a patchwork of solutions, we needed a platform that worked as an integral whole,” says the Technical Project Manager. “With LumApps, employees access the intranet using their Google authentication and can access all their G Suite tools through the intranet. Moreover, LumApps is Google native, so the integration is seamless and we know that it will evolve to accommodate any changes that might take place.”

“The main advantages we see are communication and knowledge sharing,” says the Communication Manager. “With LumApps, all 26,000 of our employees are now able to access the portal in their own language and access local news.”

For the next step, FM Logistic is considering integrating social communities so that employees can express themselves and be more engaged in the corporate culture.

Supporting digital maturity

Thanks to Drive, employees can now work from wherever they are, and are able to work more efficiently and more collaboratively. “From an administrative point of view, users can benefit from automatic updates, so there is less pressure on the IT department,” says the Technical Project Manager. “And we’re seeing many innovative uses of the tools to work in more efficient ways: many services have gone paperless with Forms, so less time is wasted; commercial agents are using Drive to work together on tenders simultaneously; and with Sheets, tasks are automatically sent from the team manager’s file to employee’s Calendar.”

“G Suite and LumApps are the first step of our digital transformation, in terms of collaboration and moving into the cloud. We have real confidence in our partners LumApps and Google, and we’re investing in those relationships for the long-term benefit of the company.”

– Communication Manager, FM Logistic

Now, FM Logistic wants to further support its employees in exploring all the tools G Suite has to offer. “We are embarking on a second phase to give our employees the skills they need for advanced uses of Docs, Sheets, and Forms,” says the Communication Manager. “It’s a learning curve, but it’s key to our goal of transforming our everyday processes.”

“G Suite and LumApps are the first step of our digital transformation, in terms of collaboration and moving into the cloud. We have real confidence in our partners LumApps and Google, and we’re investing in those relationships for the long-term benefit of the company.”

Editor’s note: This article first appeared in Consumer Goods Technology Magazine

Shifting work habits, more online shopping options, rising inflation, and stretched supply chains are just a few factors making it harder to discern what’s top-of-mind for shoppers today.

But we’re starting to get a clearer picture of what consumers say they value most right now. New Harris Poll research commissioned by Google Cloud reveals how U.S. shoppers are thinking about consumer goods brands in new ways—from apparel, electronics, and beauty products, to food and beverage.

While price unsurprisingly continues to be a major consideration in purchases, the average shopper is increasingly paying close attention to the values of consumer goods brands and how eco-friendly their products and practices are.

Shoppers want to buy from brands aligned with their values

COVID-19 drove people to reflect on their priorities, elevating concepts like community service, equity, and sustainability. A decade ago, most consumer goods companies would not have made these front-and-center, operational priorities. But today’s consumer not only wants savings and convenience, they also want that good feeling that comes from spending their money with a company that aligns with their values.

Our new research reveals that 82% of shoppers prefer a consumer brand’s values to align with their own, and they’ll vote with their wallet if they don’t feel a match. Three-quarters of shoppers reported parting ways with a brand over a conflict in values.

Even with their favorite consumer goods products, a majority of shoppers will not compromise on principles. If there’s a value mismatch, 39% of shoppers said they’d permanently boycott their favorite brand, and 24% would break ties at least temporarily. Most won’t be quiet about their concerns either: 28% of consumers that found their values at odds with a brand said they have shared their concerns with friends and family, and another 15% have shared their qualms on social media.

Consumer goods companies need to prioritize sustainability

A majority of today’s consumers (52%) are especially interested in supporting sustainable brands. They want to know how companies are managing their resources, specifically whether they are sourcing responsibly. These shoppers want to see meaningful, measurable efforts from CPG firms to save energy and reduce waste, like how Nuuly, URBN’s digital rental and resale business, has woven sustainability into its business operations, from its distribution centers to reusable packaging.

In fact, 66% of shoppers are now seeking out eco-friendly brands, with 55% saying they would pay more for more sustainable products. But these same shoppers are skeptical too: 72% think that companies and brands overstate their sustainability efforts. And they’re right to question brands’ practical application of their values. According to another Harris Poll survey recently commissioned by Google Cloud, 58% of executives polled across 16 countries admit that their organization has overstated its sustainability efforts.

Product availability is table stakes

A final point from the research: The global supply chain has stretched past its limits, and 60% of consumers are voicing some level of concern about it. At the end of the day, if a preferred brand isn’t actually on the shelves of a real or digital store, it doesn’t matter what the brand’s values or sustainability efforts are. A staggering 98% said they’d either buy from a different brand or search other stores or websites.

What’s a brand to do?

After more than 25 years working in the consumer goods industry in roles ranging from marketing and product development to business strategy and technology, at companies like Johnson & Johnson, Kimberly Clark, Carter’s, and now Google Cloud, I’ve seen successful brands do four things well when it comes to their values:

1. Don’t be generic.
   Your brand’s values need to be authentic, and they need to have teeth. But being too bold could run the risk of alienating some consumer segments. This is where technology can help. Personalizing your messages and outreach to specific shopper profiles is one way to ensure that your core values reach the right customers at the right time.
2. Make your values clear and consistent.
   When focusing on which values to highlight with your consumers and the world, make sure they make sense for your brand and that you’ll stick to them over time. For example, it’s painfully obvious when a brand is being opportunistic and inserting itself into conversations around values like sustainability or social justice, when it doesn’t have a history of voicing those values. The key to clear and consistent messaging of values is balancing authenticity with relatability and the appropriate amount of promotion.
3. Develop sustainability practices and communicate their impact to everyday people.
   How everyday people perceive a consumer goods brand’s sustainability initiatives is different from how an investor or general business audience does. Shoppers don’t read business sustainability plans or impact reports. To increase awareness of your brand’s sustainability efforts, consumers need to identify and interact with your brand and products directly. Some of my favorite examples are how I love that Google Maps gives me the choice of eco-friendly driving directions, and that I know I can buy low-waste, packaging-free cosmetics from a company like Lush.
4. Reward customer loyalty.
   Shoppers have more choices than ever before, and supply chain woes are testing preferences even further. But when someone chooses a specific brand because they feel aligned with their values or like their eco-friendly products, that shopper doesn’t always get recognized or thanked. Implementing a rewards program or following-up with customers after their purchases is one way you can make loyal shoppers feel appreciated while creating a lasting relationship that extends as long as possible.

AgroStar has launched a cloud-based mobile app that is helping to boost crop yields and encourage best practices for small farmers in India. Launched as an on-premises ecommerce platform selling farm tools in 2008, the firm turned to Google Cloud Platform (GCP) to expand its offering. It now uses cloud-based analytics and is deploying ML models to provide timely advice in five languages on everything from seed optimization, crop rotation, and soil nutrition to pest control.

A 2018 survey underscored the demand for agricultural planning for Indian farmers. While farming remains a dominant sector in India, employing half of its labor force, 70 percent of small farmers – those cultivating fewer than three acres – said their crops are damaged by unforeseen weather and pests. An even higher number – 74 percent – say they lack access to farming-related information.

Widening that gap is the relative lack of access to new, higher yield seeds and improved soil analyses for small farmers, who must otherwise rely on traditional methods. “It could take a few years for innovative information to trickle down from universities to small, grassroots farmers,” says Pritesh Gudge, AgroStar Software Engineer. “Today, just by clicking through our Android application, farmers learn about new, effective farming practices and receive advice customized to their crop and soil.”

Connecting a million farmers in the cloud

Operating in the Indian states of Gujarat, Maharashtra, Rajasthan, Orissa, Bihar, and Karnataka, AgroStar is closing the knowledge gap with a full-service, cloud-based SaaS solution – the only one of its kind in India. It combines agronomy, data science, and analytics to help farmers by providing a variety of resources.

AgroStar has reached over a million farmers through its Android app, the AgroStar Agri-Doctor. The mobile client is available as a web-based or full-featured native app. Both provide access to the firm’s knowledge base hosted on GCP, a Q&A forum that connects farmers to each other to help understand and better solve problems and to learn about innovative practices and products. Farmers can also click through to follow local and national market trends that help forecast crop prices.

In addition to the self-service knowledge base, AgroStar provides access to agronomy experts who use cloud-based analytics tools and historical data to provide season-and locale-specific advice to each farmer. “We are now tracking thousands of calls in 5 languages each day,” says Pritesh.

The AgroStar app also provides links to purchase and then track the delivery of farm tools and supplies such as cultivators and fertilizers. An in-house platform manages fulfillment centers and a doorstep delivery network simplifies the supply chain while giving farmers what they need, when they need it. By procuring directly from the manufacturers and primary distributors of farm supplies, Agrostar is achieving cost savings, which it passes on to farmers.

Build fast, pivot faster

From the start, the human and environmental variables of farming in India, not to mention the volume of AgroStar’s few hundred thousand monthly active users, made a highly scalable cloud-based solution inevitable. Farmers rely on the firm’s Agri-Doctor app to provide advice in multiple languages on topics that range widely throughout three growing seasons, each with distinct crop nutrition and rotation cycles and farm implementation requirements.

“For farmers, the focus keeps changing every month, and every season,” says Pritesh. “To serve our growing community, we needed a platform that could process images at high volume, fulfill tools and seed orders across thousands of miles, and respond to multilingual queries. We quickly moved away from spreadsheets and server-based solutions – we needed to build fast and pivot faster.”

Ending late-night deployments

The firm’s first cloud experience was with an AWS solution. At the time, AWS was the only cloud provider in India, but AgroStar wanted to find a solution that was easier to use and offered better integration with Android devices. “Deployment and processing costs were very high, and the developer tools and documentation were not as intuitive as we needed,” says Pritesh.

When GCP service arrived in India in October 2017, AgroStar embarked on a platform re-implementation that made possible dramatic changes in the way it developed and deployed its solution. Using Google Kubernetes Engine (GKE) for crop advice management and Compute Engine for its production application services, the firm built the backend for the Agri-Doctor discussion forum in only three weeks. The platform’s microservice architecture is implemented in Python and Golang and deployed on GCP.

AgroStar began to realize significant efficiencies in its build, deploy, and test cycles. “We previously needed to work overnight to deploy to production,” says Pritesh. “Now using Google for Kubernetes containers and a rolling update strategy, we can deploy during the day without any problems or interruptions to service.”

The move to GCP streamlined AgroStar’s stack. “We were running 12 independent instances on AWS,” says Pritesh. “With Google Kubernetes Engine, we are deployed on a single cluster at a cost savings of $1,300 per month and growing.”

Improving customer response times by 85 percent

With a managed deployment capability, AgroStar can devote more time and resources to executing on its platform and Agri-Doctor app development plan. A strategic goal was managing customer response times as the firm grew its base. GCP has helped the firm meet that goal, achieving an 85 percent improvement in customer response times even as traffic grew significantly.

“With our on-premises solution, we could handle around 100 customers daily, which took 30 to 50 minutes for each customer,” says Pritesh. “We now handle thousands of customers daily, taking only 4 to 5 minutes for each one.”

AgroStar used Firebase to implement its Agri-Doctor app. A real-time cloud database, Firebase provides an API that enables the Agri-Doctor advice forum to be synchronized across all its far-flung mobile clients, effectively sharing knowledge base updates with one million users in near real time.

Using cloud tools to manage and monitor

Cloud Pub/Sub, Kafka, and Cloud Dataflow manage data ingestion and queueing of event and transaction data to the analytics layer. BigQuery fetches and persists data to Cloud Storage. Cloud SQL and dashboards powered by Tableau deliver farmer crop and soil profiles within minutes.

Cloud IAM helps AgroStar control access to all its cloud resources. And Stackdriver, the integrated logging aggregation capability for GCP, helps monitor and speed debugging on every tier of the AgroStar solution.

Machine learning to enhance yields

AgroStar is developing a variety of ML components to improve responsiveness and extend its platform offerings.

To speed up the diagnosis of and treatment for crop blight, AgroStar is building a deep learning pipeline using TensorFlow. The pipeline relies on GoogLeNet models that use multi-layered convolutional visual pattern recognition. It will assess uploaded images to support a disease-detection capability on the mobile app. Based on the commercially successful AI algorithms that automated postal code processing, GoogLeNet offers improved performance and computational efficiencies by using a creative layering technique that distinguishes them from older, sequential recognition engines.

To improve its customer search experience, AgroStar is developing an ML pipeline that shrinks fetch times by suggesting tags mapped to stored data. Processed using TPUs, Cloud Natural Language and Video AI, the tags provide a metadata layer that supports queries in any of the ten natural languages that AgroStar farmers can use.

The AgroStar search pipeline consists of Long Short-Term Memory (LSTM) models of Recurrent Neural Networks. Recurrent networks exhibit “memory” through iterative processing and are distinguished from feedforward networks by a feedback loop connected to their past decisions, ingesting their own outputs moment after moment as input.

Implementing a recommendation engine

The firm is also adapting the Random Forests TensorFlow AI model to develop a crop and product recommendation engine. The model is trained by consuming numerical (rainfall, humidity, water availability per acre) and categorical (soil type, water sources) parameters to suggest appropriate products by season, region, and locale.

To simplify the product suggestion experience, AgroStar developers are testing Cloud Dialogflow, the Google Cloud conversational interface, to build a chatbot capability into its mobile app. The bot will track a farmer’s crop schedules and answer simple questions by linking to the recommendation engine.

AgroStar is also extending its analytics platform with AI-powered sales planning and forecasting. Using linear regression models implemented in TensorFlow and powered by Cloud ML Engine, the capability will enhance supply chain logistics as the company scales its operations across India.

To provide a credit on-demand offering for a range of seed-to-harvest cycle products, AgroStar is attempting to use Vision API to create an AI model that will convert uploaded photos of customer application records into standard data formats. The firm’s credit policy features a grace period in which farmers begin paying back loans after harvested crops go to market.

A versatile and friendly development ecosystem

AgroStar credits the convivial tools and documentation that GCP offers and its incremental, pay-as-you-go pricing model for both the firm’s success and its ability to manage growth.

“What Google Cloud offers is extremely good documentation and extremely simple-to-use tools and interfaces across all services,” says Pritesh. “It helped us initially deploy our platform and at every scale that we have required since then, and its cost effectiveness enabled us to staff up to meet new feature milestones.”

New locations in Eventarc

Back in August, we announced more Eventarc locations (17 new regions, as well as 6 new dual-region and multi-region locations to be precise). This takes the total number of locations in Eventarc to more than 30. You can see the full list in the Eventarc locations page or by running gcloud eventarc locations list . 

What does location mean in Eventarc?

An Eventarc location usually refers to the single region that the Eventarc trigger gets created in. However, depending on the trigger type, the location can be more than a single region:

• Pub/Sub triggers only support single-region locations.
• Cloud Storage triggers support single-region, dual-region, and multi-region locations.
• Cloud Audit Logs triggers support single-region locations and the special global region.

Before looking into trigger location in more detail, let’s look at other locations relevant in Eventarc.

What other locations are relevant in Eventarc?

Triggers connect event sources to event targets:

Each event source, event target, and trigger has its own location. Sometimes, these locations have to match and sometimes they can be different.  

Here’s an example of a trigger connecting Cloud Storage events from a bucket in the europe-west1 region to a Cloud Run service in the us-central1 region with a trigger located in the europe-west1 region:

  gcloud eventarc triggers create trigger-storage \
  --destination-run-service=hello \
  --destination-run-region=us-central1 \
  --location=europe-west1 \
  --event-filters="type=google.cloud.storage.object.v1.finalized" \
  --event-filters="bucket=my-bucket-in-europe-west1-region" \
  --service-account=$PROJECT_NUMBER-compute@developer.gserviceaccount.com

In many cases, you don’t have control over the location of the event source. In the example above, the Cloud Storage bucket is in the europe-west1 region. That’s the location that you need to work with and it has implications for the trigger location (which I’ll get to later). 

The location of the event target is the region of the service where you want the events to go. You get to choose this from one of the supported regions when you deploy your Cloud Run service. You typically want this to be in the same region as your event source for latency and data locality reasons (but this is not strictly a requirement). In the example above, the event source (bucket) is in europe-west1 but the event target (Cloud Run service) is in  us-central1 as specified by the --destination-run-region flag. 

The location of the trigger is dictated by the event source location, but the trigger type also comes into play. It is specified by the –location flag. Let’s take a look at the trigger location for each trigger type in more detail.

Location in Pub/Sub triggers

In a Pub/Sub trigger, you connect a Pub/Sub topic to an event target. Pub/Sub topics are global and not tied to a single region. However, when you create a Pub/Sub trigger, you need to specify a region for it (because Eventarc triggers need to live in a region) with the --location flag as follows:

  gcloud eventarc triggers create trigger-pubsub \
  --destination-run-service=hello \
  --destination-run-region=us-central1 \
  --location=us-central1 \
  --event-filters="type=google.cloud.pubsub.topic.v1.messagePublished" \
  --transport-topic=projects/your-projectid/topics/your-topic

By specifying a location, Eventarc automatically configures the geofencing feature in Pub/Sub such that events only persist in the specified location. As I noted above, you typically want to (but are not required to) choose the same region for the trigger and the Cloud Run service for lower latency and data locality. You can also use regional Pub/Sub service endpoints to publish to the topic to ensure that all of the data stays in a single region. 

Location in Cloud Storage triggers

In a Cloud Storage trigger, you connect a Cloud Storage bucket to an event target. A Cloud Storage bucket can be in a single-region (e.g. europe-west1), dual-region (e.g. eur4), or multi-region (e.g. eu) location. The location of the bucket dictates the location of the trigger and they have to match. The earlier trigger example was for a bucket in the  europe-west1 single-region location. Here’s another trigger connecting Cloud Storage events from a bucket in the eu multi-region location. Notice how the location flag matches the bucket region:

  gcloud eventarc triggers create trigger-storage \
  --destination-run-service=hello \
  --destination-run-region=us-central1 \
  --location=eu \
  --event-filters="type=google.cloud.storage.object.v1.finalized" \
  --event-filters="bucket=my-bucket-in-eu-multi-region" \
  --service-account=$PROJECT_NUMBER-compute@developer.gserviceaccount.com

If the bucket region and the trigger region do not match, you’ll see an error:

  ERROR: (gcloud.eventarc.triggers.create) INVALID_ARGUMENT: The request was invalid: Bucket "my-bucket-in-eu-multi-region" location "eu" does not match trigger location "europe-west1". Try again by creating the trigger in "eu".

Location in Cloud Audit Logs triggers

In a Cloud Audit Logs trigger, you connect any event source that emits Audit Logs to an event target. The location of the event source will dictate the trigger location. This is typically a single region but there is a special global region that’s necessary in some cases. 

For example, if you want to read Cloud Storage events from a bucket in the europe-west1 region with an Audit Logs trigger, you will create the trigger with the same location. Note that this will match all buckets in the europe-west1 region as there’s no filter by bucket in Audit Logs:

  gcloud eventarc triggers create trigger-auditlog \
  --destination-run-service=hello \
  --destination-run-region=us-central1 \
  --location=europe-west1 \
  --event-filters="type=google.cloud.audit.log.v1.written" \
  --event-filters="serviceName=storage.googleapis.com" \
  --event-filters="methodName=storage.objects.create" \
  --service-account=$PROJECT_NUMBER-compute@developer.gserviceaccount.com

On the other hand, if you want to match a dual-region or a multi-region bucket such as eu, you will create the trigger with the global location as Audit Logs triggers only support a single or global region. Note that this will match all buckets in all regions globally:

  gcloud eventarc triggers create trigger-storage \
  --destination-run-service=hello \
  --destination-run-region=us-central1 \
  --location=global \
  --event-filters="type=google.cloud.storage.object.v1.finalized" \
  --event-filters="bucket=my-bucket-in-europe-west1-region" \
  --service-account=$PROJECT_NUMBER-compute@developer.gserviceaccount.com

As you can see from this example, if you want to read Cloud Storage events, the native Cloud Storage trigger is a much better option, but this example illustrates a typical case in which a global Audit Log trigger is necessary. 

That wraps up this closer look at locations in Eventarc. Feel free to reach out to me on Twitter @meteatamel for any questions or feedback.