Be the disruptor
Not the disrupted
We help companies compete and win by out-performing and out-innovating their competition with Artificial Intelligence
A roadmap to your future (and your competitor's nightmare)
Your strategic roadmap for successfully deploying AI in every area of your business
As William Gibson writes: "The future is already here, it just isn't widely distributed." Productive AI can help your team develop a long-term development plan that will make sure no matter what stage of AI maturity your organization is in, you will have a strategic plan that helps defend against today's competitors and prepares you for tomorrow's challengers.
You’re struggling with AI. You know you need to do something, but you don’t know where to start. Maybe it seems like everyone is talking about AI, and that there are lots of different vendors out there who can help you get started...but what should you really be doing? How do you even begin to approach this problem? We can help you get started on the right footing.
You have a few point solutions around your enterprise. Teams are disconnected, there is no centralized governance. There is probably not even a good list of projects being run across the company. At this stage, we can help you put a solid strategic framework in place and begin to align all of this effort towards driving enterprise value.
If your organization is like most at this stage, there are small teams scattered around the enterprise deploying AI in a variety of places to solve a number of point-solution use cases. There is no central governance, there are a number of tools, platforms and vendors involved, and your executive team really doesn't know what's being done where and you certainly aren't getting any serious return on investment from any of it. In fact, your ROI is negative or flat. We can help you step back and build an enterprise wide strategy for AI that aligns all existing projects with business goals and lays out a clear plan for delivering business value.
You've been using AI in production for a while now, and you're ready to scale up. You know that if you don't automate things like model development and deployment, then you'll never be able to release as many new products and services as you'd like. You need someone who understands what's needed at this stage of industrialization and can help guide your team through it. We're here to help you achieve Industrialized AI faster.
AI-Driven companies out-compete their peers. They make decisions 1000x faster. They have higher valuations than their peers. They generate more revenue per employee. They are more optimized and they innovate faster. AI-driven companies lead their industries and conquer new ones. It is our mission to help your team reach this stage by becoming AI-Driven.
To gain advantage with AI, you need the best people
AI is a Team Sport
We'll help you design and structure your team for success. We have machine learning engineers, business analysts, AI architects, and project managers who can help you accomplish your projects faster.
Fairness and accountability need to be built in
We believe that fair, responsible, ethical, inclusive AI is the only kind worth building. We'll work with your team to build this into the very foundations of your culture, processes, and systems.
Proprietary advantage comes from proprietary models...
...and great models come from great model development processes
The time for ad-hoc model creation processes is over. You can not build trusted AI and machine learning systems if you do not have a well-defined and rigorous process to define and scope the problem, collect and prepare the data, develop and train the models, get those models into production then monitor them to ensure they are still doing their jobs correctly. Let's work together to improve your processes. They are critical to success.
Data Collection and Preparation
Big data is good. Great data is even better. We will help you build a culture and discipline around finding, organizing, and managing your data as an asset, not a liability.
Model Development and Training
We will help your team build a complete process for developing, tuning, experimenting with, and selecting models.
Model Deployment and Operations
We will help your team realize that getting to production means you're "halfway there" and now those models need to be monitored and operated until they are retrained or decommissioned.
Security from Top to Bottom
AI and machine learning comes along with new security threat vectors. Our team will help you secure your systems from new and emerging AI-ML threats.
Great process leads to faster model production
Having a complete end-to-end Model Development Lifecycle is critical to long-term success. Anybody can build a few one-time models. But for repeatable, auditable, scaleable AI, you need a well designed end-to-end Model Development Lifecycle. Contact us and let's work together on improving your production processes so that you can stop hand-crafting models and start producing them on a high-quality production line.
Platforms enable teamwork and drive return on investment
Platforms enable collaboration, good governance, and time-to-market
It’s time for your organization to focus on what matters most which is identifying business problems and working with teams across the company to solve them instead of wasting millions of dollars and months of time maintaining DIY systems that lack security, governance, data lineage, auditing, explainability or reproducibility, and manageability. Stop focusing on integrating tools and start focusing on delighting customers, delivering business value, and crushing competitors. We work with three of the best platform vendors in the world. You can read more about them below.
Value delivered by Dataiku to customers:
Enabled 7x faster production of models for a financial services company.
Enabled 5x more efficient model production for an insurer.
Helped an internal marketing team deliver customer segmentation recommendations 4x faster .
Reduced deployment time 96% (from 3 days to 3 hours) for a builder while also reducing customer churn 60%.
Boosted marketing effectiveness 2.5x.
Dataiku is recognized as a market leader by Gartner, Forester, OMDIA, and IDC.
Value and ROI examples from AWS:
Cut model training time from 3 days to 10 hours for a railway data science team.
Reduced mortgage closing meetings from 1h to 15 min with 75% fewer errors.
Reduced training time from months to days and training costs by 75% for a fintech startup.
Detect fraud for 100M+ customers.
Helped a fintech get credit results returned in 20 seconds vs. 3-5 minutes from the prior platform.
Amazon Web Services is recognized as a Leader in Gartner's Magic Quadrant for Cloud AI Services
According to Forrester Consulting, customers using DataRobot can realize $4M in value and get an ROI of 514% with payback in less than 3 months. (See the study)
Some specific customer examples in the study included:
Reduced model production time by 90%.
Reduced overstaffing by 60%.
Decreased fraud costs 55%.
Reduced ML model production time by 90%.
DataRobot is recognized as a Visionary in the 2021 Gartner Magic Quadrant for Data Science and Machine Learning Platforms.
Where do you want to start?
AI is not something you want to outsource forever
AI needs to be a fundamental organizational and technical capability of your firm. We'll work with you to build up your people, process, and technologies so that you can go dominate your industry. Here are our services to help your team get up to speed.
AI Strategy & Planning
AI Program development
Center of Excellent standup
Refining business problems
Defining pilots and MVPs
Managing and refining process
Current architecture audit
Hybrid Cloud AI planning
Hybrid Cloud for AI managed services
Deployment and Operations
Bias-detection and mitigation
Who will move faster? You or your competitors?
Connect with us below and let's put a plan in place to win customers, improve operations,
innovate like crazy, and run circles around your competitors