Benchling’s cloud platform is used by pharmaceutical and biotech companies to analyze complex datasets, streamline research workflows, design DNA using CRISPR gene-editing technology and more.
$0
per month
Integrify
Score 8.0 out of 10
Mid-Size Companies (51-1,000 employees)
Integrify provides low-code workflow management software for automating business processes and supporting digital transformation. Integrify also offers consulting and development services to help companies implement and expand their use of workflow automation.
$35
per month per user
Teradata Vantage
Score 8.1 out of 10
N/A
Teradata Vantage is presented as a modern analytics cloud platform that unifies everything—data lakes, data warehouses, analytics, and new data sources and types. Supports hybrid multi-cloud environments and priced for flexibility, Vantage delivers unlimited intelligence to build the future of business.
Users can deploy Vantage on public clouds (such as AWS, Azure, and GCP), hybrid multi-cloud environments, on-premises with Teradata IntelliFlex, or on commodity hardware with VMware.
$4,800
per month
Pricing
Benchling
Integrify
Teradata Vantage
Editions & Modules
Academic
$0
Professional
Contact Benchling for price
Enterprise
Contact Benchling for price
Integrify On-Premise
$35
per month per user
Integrify Cloud
$35
per month per user
Integrify Enhanced Cloud
$35
per month per user
Teradata VantageCloud Lake
from $4800
per month
Teradata VantageCloud Enterprise
from $9000
per month
Offerings
Pricing Offerings
Benchling
Integrify
Teradata Vantage
Free Trial
Yes
Yes
Yes
Free/Freemium Version
Yes
No
No
Premium Consulting/Integration Services
No
Yes
Yes
Entry-level Setup Fee
No setup fee
Optional
Optional
Additional Details
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Pricing is based on the number of named or concurrent users.
Benchling is especially well suited to groups or contexts where there are many users who do not have a coding background but need a seamless and structured approach to data. Benchling is particularly useful in cases where there are data flows from instruments and other devices where the data can be deposited in an automated fashion. It is likely less appropriate or useful to users who are just looking for a general data warehouse solution.
If you know workflow programs, and if you are tech-savvy, then this program will help you with nearly everything. If you need a workflow made better or just need one period, then this will help. You can use it for nearly anything where there is a process. Unfortunately, in any of these scenarios, if you are not tech-savvy, then you do not want to use this program. It will be frustrating. Same can be said if you are handing the program off to someone. It can be too complex for some people. That said, if they are willing to learn the program, then you may be OK. But ultimately, you will lose time and effort. For us, Integrify was used in Admissions - the workflow had to be very specific, and was very complex when it came to the re-enrollment process; however, I would not have suggested it to HR. While it could have helped them, it would have resulted in many hours lost because of the complexity of the program if I were to have left. I'm not saying I was the be-all, end-all for it in HR! I am saying that they had never worked with a workflow program before, and it was going to cost her more time than she could spare.
Teradata Vantage is well suited for large scale ETL pipelines like the ones we developed for anti money laundering risk matrices. It handles heavy joins, aggregations, and transformations on transactional data efficiently. We generate alert variables, adjust for inflation, and monitor establishments monthly with it, all integrated with Python and Control-M for a centralised automation across the company. For less appropriate, I would say that heavy resource demands might slow down experimentation for iterative work.
Some of the integrations can be a bit spotty so it depends on what kind of data source you are integrating
Sometimes new users are not always aware of all the various functionality that Benchling has - can do better to provide more user awareness of more complex features
It's complicated. No, really. When you log in, you won't know much about what you're doing and you may only get about 10% of what the program is capable of. This is not a good thing as some will just give up before delving further into the program. If it is too complicated at the outset for someone who doesn't understand forms or how these kinds of programs work, you will not gain new clients unless you are there the moment they create an account. You can have someone reach out, but - in my experience - the decision to continue with a program or write it off is in the first ten minutes.
When I first looked at it, printing larger flows was an issue. They have since addressed this, so the point of mentioning this is that (while they eventually looked back at the bigger picture) looking at large and small views would have been helpful.
The people I consulted had issues with Javascript. There were ways to get around it, but these people did not have the time to spend on that and asked me to find another solution.
Teradata is an excellent option but only for a massive amount of data warehousing or analysis. If your data is not that big then it could be a misfit for your company and cost you a lot. The cost associated is quite extensive as compared to some other alternative RDBMS systems available in the market.
Migration of data from Teradata to some other RDBMS systems is quite painful as the transition is not that smooth and you need to follow many steps and even if one of them fails. You need to start from the beginning almost.
Last but not least the UI is pretty outdated and needs a revamp. Though it is simple, it needs to be presented in a much better way and more advanced options need to bee presented on the front page itself.
Teradata is a mature RDBMS system that expands its functionality towards the current cloud capabilities like object storage and flexible compute scale.
Teradata Vantage allows us to create a scalable infrastructure to support our strategic initiatives. The dedicated compute power ensures reliable performance with isolated workloads and dedicated resources, optimizing workflows for faster, more efficient data transfers. The compute clusters support ETL processes and OSF’s developers and data science team with the flexibility to create self-service analytics, to spin up/down at any time, driving better performance and minimizing costs.
We have meetings at the beginning with the technical team to explain our requirements to them and they were really putting in a lot of effort to come up with a solution which will address all our needs. They implemented the software and also trained a few of our resources on the same too. We can get in touch with them now as well whenever we run into a roadblock but it's very less now.
Benchling was much more of a full stack solution and provide much more features that were relevant to the group. Airtable was more of a generic way to manage large amounts of data, but the complexity was still high for the types of data that would be need to be managed and there would need to be some workarounds. Overall Benchling was selected since it also had an electronic lab notebook feature which was very useful to associates in addition to its data workflows.
I think Integrify was a good product for its cost. The only thing it really lacked was project management capabilities. It was difficult for our manager to go into the dashboard and see what work his employees were working on, who has what, and how long they have had certain tasks. It is doable, but just not very quick and simple.
Teradata is way ahead of its competitor because of its unique features of ensuring data privacy and data never gets corrupted even in worst case scenario. In most cases, the data corruption is a major issue if left unused and it leads to important data being wiped off which in ideal case should be stored for 3 years
It had a positive ROI in terms of reducing the amount of time spent on data movement and curation by associates
It had a positive ROI in terms of increasing the number of insights from structured data
It reduced the number of data entry and analysis errors by associates which led to a positive ROI in terms of efficiency and reducing time wasted by tracking down errors in data
For the people I consulted - it helped them put more into the personal aspects of the business. While certain processes ran, they could keep an eye on the data, but were otherwise free to focus on the important aspects of the business. They were a marketing group. Their copywriter was able to be a copywriter instead of just filling out forms all day!
It's adaptable. You can cross-pollinate any department with it, provided you know what you are doing. So, you are not getting a program for HR, and another for Marketing. Integrify can span the whole business. You can cut costs in focusing on one workflow product rather than a handful.
It did have one negative impact on the place I consulted. Their tech-savvy person left in early 2019, and nobody else was able to use the program. Nor did they want to try when opening it up and trying to understand it. I was able to help out, but ultimately they were discouraged. I would recommend training multiple people if you use this product, and emphasize their support team!
Moving to Teradata in the Cloud-enabled a level of agility that previously didn't exist in the organization. It also enabled a level of analytic competency that was not achievable using other options on the aggressive timeline that was required. We didn't want to settle for reinventing a wheel when we had a super tuned performance capable beast readily available in Teradata. Teradata lets us focus on our business rather than spending money and effort trying to design software or database foundations features on an open source or lower performance platform.
