HomeSearch by dateVacation packagesHotelsFlight dealsCar rentalTravel tips & news
Amsterdam

$60+ Cheap flights from Madrid, Spain (MAD) to Amsterdam (AMS)

This is the cheapest one-way flight price found by a Cheapflights user in the last 72 hours by searching for a flight departing on 3/10. Fares are subject to change and may not be available on all flights or dates of travel.
MAD — AMS
Jan 3 — Jan 101
Sat 1/3
Sat 1/10
1 adult, Economy
We work with more than 300 partners to bring you better travel deals

Find cheap flights from Madrid to Amsterdam with Cheapflights

1. Tell us where you want to go

Enter your travel information like dates, passengers, trip type (one-way or round trip), and preferred cabin class then click “Find deals”

2. Select your favorite providers

We find the providers serving your travel needs. Choose up to four travel providers to compare side-by-side for flights, hotels, or car rentals.

3. Compare prices and book

Review each provider’s pricing and select the best option for you! Book through your favorite provider’s website for a seamless experience.

Cheapflights Tip: The best prices from Madrid Barajas to Amsterdam Schiphol are usually found in January or February, booked 28 days in advance, depart on a Thursday or Friday and return on a Thursday

Cheap flight deals from Madrid to Amsterdam

Cheapest flights from Madrid to Amsterdam
Explore the most affordable flight options available from Madrid to Amsterdam. Find the lowest fares from popular airlines and budget airlines, with prices last updated on December 4, 2025.

This Air Europa deal was found by Cheapflights users on 12/4. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Air Europa is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sun 12/217:05 amMAD - AMS
Nonstop2h 35mAir Europa
Wed 1/711:00 amAMS - MAD
Nonstop2h 40mAir Europa
Deal found 12/4$173
This Iberia deal was found by Cheapflights users on 12/3. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Iberia is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Thu 12/117:35 pmMAD - AMS
Nonstop2h 40mIberia
Sat 12/137:10 amAMS - MAD
Nonstop2h 45mIberia
Deal found 12/3$178
This KLM deal was found by Cheapflights users on 12/3. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure KLM is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Wed 12/248:30 pmMAD - AMS
Nonstop2h 35mKLM
Mon 1/57:40 amAMS - MAD
Nonstop2h 35mKLM
Deal found 12/3$179
This Iberia deal was found by Cheapflights users on 12/3. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Iberia is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sun 12/217:35 pmMAD - AMS
Nonstop2h 40mIberia
Thu 1/17:10 amAMS - MAD
Nonstop2h 45mIberia
Deal found 12/3$183
This KLM deal was found by Cheapflights users on 12/3. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure KLM is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Wed 12/248:30 pmMAD - AMS
Nonstop2h 35mKLM
Fri 1/27:40 amAMS - MAD
Nonstop2h 35mKLM
Deal found 12/3$185
This Kiwi.com deal was found by Cheapflights users on 12/4. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Fri 12/127:40 pmMAD - AMS
Nonstop2h 40mMultiple Airlines
Sun 12/147:15 amAMS - MAD
1 stop28h 20mMultiple Airlines
Deal found 12/4$187
This Kiwi.com deal was found by Cheapflights users on 12/3. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Thu 12/412:20 pmMAD - AMS
Nonstop2h 40mIberia
Sat 12/67:10 amAMS - MAD
Nonstop2h 45mIberia
Deal found 12/3$188
This Kiwi.com deal was found by Cheapflights users on 12/4. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Mon 12/87:05 amMAD - AMS
Nonstop2h 35mMultiple Airlines
Thu 12/117:55 pmAMS - MAD
Nonstop2h 45mMultiple Airlines
Deal found 12/4$192
This Air Europa deal was found by Cheapflights users on 12/3. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Air Europa is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sun 12/213:00 pmMAD - AMS
Nonstop2h 35mAir Europa
Tue 1/611:00 amAMS - MAD
Nonstop2h 40mAir Europa
Deal found 12/3$194
This Kiwi.com deal was found by Cheapflights users on 12/4. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Kiwi.com is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Fri 12/127:40 pmMAD - AMS
Nonstop2h 40mIberia
Sun 12/147:10 amAMS - MAD
Nonstop2h 45mIberia
Deal found 12/4$195
This Air Europa deal was found by Cheapflights users on 12/4. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure Air Europa is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Sat 12/207:05 amMAD - AMS
Nonstop2h 35mAir Europa
Sat 1/311:00 amAMS - MAD
Nonstop2h 40mAir Europa
Deal found 12/4$196
This KLM deal was found by Cheapflights users on 12/2. Clicking the “Pick Dates” button in this card will allow you to select your dates and further customize your flight criteria. From there, click “Find deals”, make sure KLM is selected, and click “Compare selected” under the list of providers to see comparable flight deals.
Tue 12/98:30 pmMAD - AMS
Nonstop2h 35mKLM
Sat 12/137:40 amAMS - MAD
Nonstop2h 35mKLM
Deal found 12/2$203

Find flight deals from Madrid to Amsterdam

Discover tips and strategies to find the most affordable flight options for your journey from Madrid (MAD) to Amsterdam (AMS). Learn about various techniques such as flexible date searches, comparing prices across and setting up price alerts. Use these methods to find the cheapest flights available for your travel needs. Data last updated December 4, 2025.

Most accurate provider

Mytrip
3 stars

Most trusted provider

Mytrip
3 stars

Round-trip from

$169
(Kiwi.com)

One-way from

$60
(Vueling Global)

Popular in

April

Cheapest in

January

Average price

$207

Good round-trip deal

$252 or less

Good one-way deal

$106 or less
Provider with most accurate pricing for Madrid Barajas-Amsterdam Schiphol flight deals.
Search Deals
Provider most trusted by Cheapflights users for Madrid Barajas-Amsterdam Schiphol flights.
Search Deals
From Madrid Barajas to Amsterdam Schiphol
Search Deals
One-way flight from Madrid Barajas to Amsterdam Schiphol
Search Deals
Highest demand for flights based on searches. 3% potential increase in price ($6 potential increase over avg. RT price).
Search Deals
Cheapest flight prices on average. 1% potential price decrease ($5 potential savings vs. average RT price).
Search Deals
Average for round-trip flights in December 2025
Search Deals
Price to beat on a round-trip flight from Madrid Barajas to Amsterdam Schiphol.
Search Deals
Price to beat on a one-way flight from Madrid Barajas to Amsterdam Schiphol.
Search Deals

Cheapflights Fare Finder

 
Customize your flight search to find flights from Madrid to Amsterdam that fit within your specific budget. Explore options based on user searches and filter the results based on your desired price range. Find flights that match your budget for a cost-effective journey. Over the last 7 days, Cheapflights users made 2,558,603 searches. Data last updated December 4, 2025.
Use the filters below to find and compare flights from Madrid to Amsterdam that are best for you.

Fly from

Madrid

Fly to

Amsterdam

Route

Depart

Return

Price

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Thu 2/5

1:05 pm-3:35 pm

Nonstop2h 30m

Amsterdam Schiphol

Tue 2/10

7:40 am-10:15 am

Nonstop2h 35m

$175

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Thu 2/12

11:00 am-1:35 pm

Nonstop2h 35m

Amsterdam Schiphol

Thu 2/19

7:40 am-10:15 am

Nonstop2h 35m

$175

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Fri 2/27

8:45 pm-8:40 am

1 stop11h 55m

Amsterdam Schiphol

Mon 3/2

9:30 pm-9:45 am

1 stop12h 15m

$181

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Thu 3/5

6:00 am-8:30 am

Nonstop2h 30m

Amsterdam Schiphol

Sun 3/8

7:40 am-10:15 am

Nonstop2h 35m

$181

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Thu 1/29

7:05 am-9:40 am

Nonstop2h 35m

Amsterdam Schiphol

Sat 1/31

11:00 am-1:40 pm

Nonstop2h 40m

$183

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Fri 1/30

7:05 am-9:40 am

Nonstop2h 35m

Amsterdam Schiphol

Tue 6/23

7:00 pm-9:40 pm

Nonstop2h 40m

$193

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Sun 12/21

3:00 pm-5:35 pm

Nonstop2h 35m

Amsterdam Schiphol

Tue 1/6

11:00 am-1:40 pm

Nonstop2h 40m

$194

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Tue 3/17

3:00 pm-5:35 pm

Nonstop2h 35m

Amsterdam Schiphol

Wed 3/18

11:00 am-1:40 pm

Nonstop2h 40m

$195

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Sun 12/21

8:30 pm-11:05 pm

Nonstop2h 35m

Amsterdam Schiphol

Thu 1/1

8:45 pm-11:25 pm

Nonstop2h 40m

$196

MadridAmsterdam

MAD - AMS

MADAMS

Madrid Barajas

Sun 12/21

7:05 am-9:40 am

Nonstop2h 35m

Amsterdam Schiphol

Mon 1/5

11:00 am-1:40 pm

Nonstop2h 40m

$196

Flights are sorted by cheapest round-trip flights first.

Deals found on 12/3

Showing 1-10 of 22 results
1
2
3

Compare providers for flights from Madrid to Amsterdam

Provider information is updated monthly. Please note that these providers often have deals for this flight, but the availability may vary on a day-by-day basis on Cheapflights.
Use the table below to compare price accuracy, trust ratings, and cancellation policies for each provider offering flight deals from Madrid to Amsterdam in December.
ProviderPrice AccuracyTrust Score*
eDreamsPrice Accuracy3 starsTrust Score*3 stars
FlightHubPrice Accuracy3 starsTrust Score*1 star
Kiwi.comPrice Accuracy3 starsTrust Score*3 stars
Trip.comPrice Accuracy2 starsTrust Score*3 stars
MytripPrice Accuracy3 starsTrust Score*3 stars

*The Trust Score is based on feedback from users after their booking experience. It measures overall satisfaction, helping us identify issues like hidden fees, problems during the ticketing process, and the quality of customer service. This score is our best indicator of the provider's quality and reliability.

  • Most accurate provider: When it comes to deals on Madrid-Amsterdam flights, users find the pricing of Mytrip to be most consistent on Cheapflights vs. Mytrip Users can find the same prices on Madrid-Amsterdam flight deals on Cheapflights vs. Mytrip >95% of the time. Price accuracy is based on data collected from Madrid-Amsterdam flight searches over the past month and is updated monthly.
  • Most trusted provider: When it comes to deals on Madrid-Amsterdam flights, Cheapflights users trust Mytrip the most. Mytrip has received a user feedback score of 3 out of 3 stars (3 being the best), meaning they have been trusted the most by Cheapflights users looking for Madrid-Amsterdam flight deals. Provider user feedback score is based on Cheapflights searches over the past month and is updated monthly.

Best time to book a flight from Madrid to Amsterdam

Have a flexible travel schedule? Discover the best time to fly to Amsterdam from Madrid with our price prediction graph.
Estimated round-trip price
Rates are based on past data. Find the cheapest month and day to book your flight based on your travel requirements, then search for cheap deals.

Cheapflights Insights

Everything you need to know about your flight from Madrid to Amsterdam

How far ahead should I book a flight from Madrid to Amsterdam?

Use this chart to determine the optimal time to book a round-trip flight from Madrid to Amsterdam. Price data was last updated on November 28, 2025.

Booking 28 days in advance of your planned departure date is, on average, the best time to get cheap flights from Madrid to Amsterdam. The general trend is that the closer you book to the departure date, the more expensive your flight will be.

What is the cheapest month to book a flight from Madrid to Amsterdam?

Currently, February is the cheapest month in which you can book a flight from Madrid to Amsterdam (average of $31). Flying from Madrid to Amsterdam in August is currently the most expensive (average of $155). There are several factors that can impact the price of a flight, so comparing airlines, departure airports and flight times can provide users with more options.

What is the cheapest time of day to fly from MAD to AMS?

Find hourly flight availability from Madrid to Amsterdam. Discover flight options and departure times throughout the day, allowing you to choose a departure time that suits your schedule. Data last updated December 4, 2025.

It’s optimal to fly from Madrid to Amsterdam in the evening. By choosing this option you can save up to 55% on the cost of your flight, compared to a flight at noon.

What is the cheapest day to fly from Madrid to Amsterdam?

Use this chart to determine the cheapest time to fly round-trip from Madrid to Amsterdam. Price data was last updated on November 29, 2025.

Travelers seeking maximum savings on their Madrid to Amsterdam flight should consider departing on Thursday evenings when fares are most often at their lowest. Sunday at noon flights should be avoided if possible as fares are typically the most expensive at this time.

How much does it cost to fly round-trip from Madrid to Amsterdam?

The best insider tips for Madrid to Amsterdam flights

AI-powered summary based on content written by travel experts. AI can make mistakes.
Cheapflights partnered with top experts to bring you the best recommendations for your Madrid to Amsterdam trip
Airports
MAD

MAD offers automated kiosks for check-in, speeding up the process. Security lines can be crowded, but they move quickly, especially during peak times.

Read more about MADby Lori Zaino
AMS

For a quick trip to Amsterdam, the train from Schiphol is efficient. Tickets are available at the station below the terminal.

Read more about AMSby Mark Chesnut
Our travel experts
Lori Zaino

Lori Zaino

Expert on MAD

Lori Zaino

Lori Zaino

US-born but now based in Spain, Lori's visited 60 countries---and written about them for publications like CNN, Forbes, The Points Guy, NBC, and TripAdvisor. She loves combining affordable adventures with luxury travel experiences and feels equally at home salsa dancing in Colombia, sipping wine in a French castle, or backpacking through Malaysia.

Read more
Mark Chesnut

Mark Chesnut

Expert on AMS

Mark Chesnut

Mark Chesnut

Mark Chesnut is a travel writer and public speaker with more than 30 years of experience. The 2019 winner of the NLGJA Excellence in Travel Writing Award, Mark is the author of the book “Prepare for Departure” and has covered air travel for multiple top consumer and trade media outlets.

Read more

Reviews of airlines servicing Amsterdam

Get insights into the airlines that provide service to Amsterdam. Read reviews, discover amenities, and learn about the overall travel experience offered by airlines. Use this information to make informed decisions when choosing an airline for your flight to Amsterdam. Reviews last updated December 4, 2025.
Read through reviews of airlines operating flights from Madrid to Amsterdam, such as KLM, Vueling, and Air Europa. Reviews also offer insight into each airline's entertainment options, comfort, food, crew/service, and boarding process.
KLM
7.7
Good
1,430 reviews

Comfort

7.6

Overall

7.7

Boarding

7.8

Crew

8.4

Food

7.2

Entertainment

7.1

Reviews

1 / 20
2.0
Mediocre

Abisola,Oct 2025

LOS - CDG

The food option was finished and what wa left was vegan pasta so I had to go without food for an 8 hour flight without any sort of empathy from crew that was mean.
KLM
7.7
Good
1,430 reviews
KLM
7.7
Good
1,430 reviews

Comfort

7.6

Overall

7.7

Boarding

7.8

Crew

8.4

Food

7.2

Entertainment

7.1

Reviews

1 / 20
2.0
Mediocre

Abisola,Oct 2025

LOS - CDG

The food option was finished and what wa left was vegan pasta so I had to go without food for an 8 hour flight without any sort of empathy from crew that was mean.
Vueling
7.1
Good
1,215 reviews
KLM
7.7
Good
1,430 reviews

Comfort

7.6

Overall

7.7

Boarding

7.8

Crew

8.4

Food

7.2

Entertainment

7.1

Reviews

1 / 20
2.0
Mediocre

Abisola,Oct 2025

LOS - CDG

The food option was finished and what wa left was vegan pasta so I had to go without food for an 8 hour flight without any sort of empathy from crew that was mean.
Air Europa
7.0
Good
569 reviews
KLM
7.7
Good
1,430 reviews

Comfort

7.6

Overall

7.7

Boarding

7.8

Crew

8.4

Food

7.2

Entertainment

7.1

Reviews

1 / 20
2.0
Mediocre

Abisola,Oct 2025

LOS - CDG

The food option was finished and what wa left was vegan pasta so I had to go without food for an 8 hour flight without any sort of empathy from crew that was mean.
Iberia
7.0
Good
3,040 reviews
KLM
7.7
Good
1,430 reviews

Comfort

7.6

Overall

7.7

Boarding

7.8

Crew

8.4

Food

7.2

Entertainment

7.1

Reviews

1 / 20
2.0
Mediocre

Abisola,Oct 2025

LOS - CDG

The food option was finished and what wa left was vegan pasta so I had to go without food for an 8 hour flight without any sort of empathy from crew that was mean.

Related info for your journey

Find useful and relevant information for your journey from Madrid to Amsterdam. Access travel guides, tips, and recommendations to enhance your travel experience. Get information about local attractions, weather, transportation options, and more.

  • What airports do I use to fly from Madrid to Amsterdam?

    Booking a flight from Madrid Barajas (MAD) to Amsterdam Schiphol (AMS) is your only option if you wish to fly from Madrid to Amsterdam. On a typical day, there are 49 flights from Barajas to Schiphol, all of which are around 2h 35m for a nonstop flight. You can also purchase a plane ticket from 5 airlines when you book a flight from Barajas to Amsterdam.

  • How popular is this Madrid to Amsterdam flight route?

    This flight path from Madrid Barajas to Amsterdam Schiphol was viewed by 22 users in the past month. Keep an eye out for changes in search interest prior to high and low season.

  • How long is the flight from Madrid to Amsterdam?

    Departing from Madrid to Amsterdam will take you 2h 30m. Madrid and Amsterdam are separated by a distance of 906 mi. This flight may include one or multiple stops.

  • What are the cheapest airlines flying from Madrid to Amsterdam round-trip?

    According to our current data, Iberia Express ($134), Iberia ($146), and Air Europa ($153) offers the cheapest pricing from Madrid to Amsterdam. Iberia Express is priced at 40% lower than the current average price of a flight leaving 3 months from now.

  • What are the cheapest airlines to fly from Madrid to Amsterdam one-way?

    The cheapest airline one-way is Iberia Express, with whom users have recently found tickets for as low as $36. However, be on the lookout for offers from Air Europa and Iberia, as they are both options that can get you from Madrid to Amsterdam for a low price.

  • What are the most reliable airlines from Madrid to Amsterdam?

    Before booking your flight to Amsterdam from Madrid, check out the most reliable airlines to get you to your destination on time: TUI Nederland (100%), LATAM Airlines (83%), Vueling( 81%).

  • What are the cheapest flights from Madrid to Amsterdam?

    The cheapest flight price from Madrid to Amsterdam is $55. On average you can expect to pay $505. The most popular route, (Madrid Barajas - Amsterdam Schiphol), can usually be booked for $139.

  • Can I find deals for flights from Madrid to Amsterdam that include hotel bookings?

    Yes. In addition to deals on Madrid to Amsterdam flights, Cheapflights offers vacation packages that include both flights and hotel.

  • How can I find direct flights from Madrid to Amsterdam?

    After entering your origin and destination, apply the non-stop filter on the search result page to find direct flights from Madrid to Amsterdam.

  • Can I find deals for business class flights from Madrid to Amsterdam?

    Yes. Cheapflights offers flight deals from Madrid to Amsterdam by cabin class. In addition to browsing deals, you can also filter by cabin class on the search results page after making a search.

  • What is the cheapest month to book a flight from Madrid to Amsterdam?

    Currently, February is the cheapest month in which you can book a flight from Madrid to Amsterdam (average of $31). Flying from Madrid to Amsterdam in August is currently the most expensive (average of $155). There are several factors that can impact the price of a flight, so comparing airlines, departure airports and flight times can provide users with more options.

See more FAQs

Traveling to a place near Amsterdam?

Book flights to Amsterdam if you plan to visit one of these locations
Arnhem
Haarlem
Schiphol
Hoofddorp
Noordwijk
Leiden
Amersfoort
Amstelveen
Zaandam
Aalsmeer
Volendam

Browse thousands of different options on Cheapflights for your next trip

Toggle through the tabs below to find thousands of options on Cheapflights for your next trip.

Other flights to Amsterdam

Explore flights to Amsterdam departing from other origins. Flights are based on user searches made on Cheapflights and were last updated on December 4, 2025.
John F Kennedy Intl to Amsterdam flights
Newark to Amsterdam flights
Boston to Amsterdam flights
Tampa to Amsterdam flights
Portland to Amsterdam flights
Dulles Intl to Amsterdam flights
Amsterdam to Dublin flights
Amsterdam to London Gatwick Airport flights
Amsterdam to Manchester flights
Amsterdam to London Gatwick Airport flights
Amsterdam to Málaga flights
Amsterdam to Edinburgh flights
Amsterdam to Sharm el-Sheikh flights
Amsterdam to Valencia flights
Amsterdam to Venice Marco Polo Airport flights
Amsterdam to Alicante flights
Amsterdam to Belfast Intl Airport flights
Amsterdam to Marrakech flights
Amsterdam to London Stansted Airport flights
Amsterdam to Naples flights
Amsterdam to Prague flights
Amsterdam to Barcelona-El Prat Airport flights
Amsterdam to Marrakech flights
Amsterdam to Salzburg flights

Top 5 airlines flying from Madrid to Amsterdam

Discover the top 5 airlines that operate flights from Madrid to Amsterdam. Compare their services, reliability, and customer satisfaction ratings to choose the airline that best suits your travel preferences and needs. Over the last 7 days, Cheapflights users made 2,558,603 searches. Data last updated December 4, 2025.
AirlineCheapestAverageFlexibilityOn-time
Iberia ExpressCheapest$134Average$215FlexibilityNo cancel feeOn-time93%
IberiaCheapest$149Average$249FlexibilityNo cancel feeOn-time77%
Air EuropaCheapest$153Average$251FlexibilityNo cancel feeOn-time83%
KLMCheapest$172Average$261FlexibilityNo cancel feeOn-time75%
VuelingCheapest$229Average$239FlexibilityNo cancel feeOn-time88%

100% Free

Cheapflights is completely free to use, so you can start saving the moment you arrive.

Book with Flexibility

Our users can plan ahead with confidence and find flights with no change fees

Travel Smart

Millions of people come to us for their flight needs every year. We help make travel planning easy by providing useful insights and data-driven graphs that can inform your decisions.