Komodo is a strategic partner for data and AI/ML initiatives
Everyone’s R&D needs and circumstances are different. As a partner, Komodo will work through challenges and obstacles so that you can reach your goals safely and effectively.
Our clients trust us with all steps of the R&D process, from Discovery of new ideas and closing critical capability gaps through Solution Prototyping and Production Implementation.
See how Komodo can help:
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Automate High Quality Decision-Making At Scale With AI/ML Models
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Establish Real-Time Business Intelligence and Data Science Functions
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Build Custom Data Architecture To Support Unique Business Operations
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Create and Launch New Solutions and Strategic IP Leverage Key Datasets
The Journey Towards AI/ML Enabled Operations
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If you expect AI solutions to accelerate the work of your expert staff, generic solutions can only do so much. Eventually, you will need to build a custom model. Companies use proprietary models and data systems to assemble data, automate actions, and streamline knowledge-driven operations at scale. These data systems and models leverage your company's unique data to streamline information-intensive work. Our expertise in machine learning, signal processing, and explainable AI ensures your automated systems maintain the high standards set by your expert staff.
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Gather And Analyze High Value Data
We begin by understanding what data sources are used to make high-volume, business critical data decisions. What types of outputs are generated? What other data sources and results would you like to see if people had more time to gather data and analyze it?
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Build Models And Create Data Assets
Next, we develop data assets, predictive models, and/or generative models. We customize algorithms to mirror your staff's decision-making process. With every step, you can evaluate the quality of the models and see how your company data gets leveraged.
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Make Model Insights & Data Actionable
Our goal is positive business impact. As the model produces results, we build the supporting automation, integrations, and APIs to make your model's results actionable. We will also set up interactive dashboards for people who want to review and gain insight from the results.
The Journey To Real-Time Business Intelligence
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Your business needs to make better decisions, faster. Whether you're simulating future scenarios or need real-time visibility into your operations, Komodo's Business Intelligence Reboot Service combines advanced data science capabilities with strategic business analysis to help you leverage your data for actionable insights and business transformation. No matter how disconnected your data and your decisions have become, Komodo will integrate them in a way that aligns with your organization's strategic objectives.
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Gather Key Data For Reporting
We'll design and implement a scalable and secure data warehouse architecture that centralizes and organizes your data, enabling efficient data storage and rapid retrieval. We specialize in working with unique, proprietary data that sets your company apart.
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Dashboard Development
No more digging through spreadsheets or waiting for reports. We'll build user-friendly, web-based dashboards that let your people interact with business-critical data in real-time. Our experience with explainable AI ensures complex analyses are presented in clear, actionable ways. We'll train your staff to leverage these tools effectively, fostering data-driven decision making across your organization.
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Make It Automated & On Demand
We'll integrate your key data sources with cutting-edge models and analytics to deliver insights when you need them. We will design and develop the right architecture that enables live data feeds and advanced techniques like LLMs (Large Language Models) and RAG (Retrieval Argmented Generation. From basic metrics to predictive analytics, we make data science work for your strategic decisions. We’ll also train your team so that they can step up to fill ongoing analytical and data science demands.
The Journey To Getting Control Of Your Tech
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Your business is growing. You're aiming to upgrade certain systems but have concerns over how to maintain control over what makes your company different from the competition. After all, your company's knowledge, data, and offerings are unique. The right architecture is your ticket to remaining unique as you grow. The systems that support your business must enable you to express and own the business logic most critical to your organization.
As expert architects, Komodo will design and build the right systems of technology that support your unique processes and growth trajectory. -
Integrate and Unite Key Systems
We start with your business goals and work backwards. What are the key systems that contain your unique business logic, and what is the technical strategy for each component? We'll design an architecture that integrates and enhances your business-critical systems without disrupting your vital ongoing operations.
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Build Your Moat with New Capabilities
With newly-developed technologies integrated into your organization's production infrastructure, you can enable new operations that drive key objectives. All relevant employees can access your tools, ensuring your organization can effectively leverage new technologies for tremendous strategic growth.
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Compete On Your Business Logic
You're no longer limited by vendors' opinions about how your business should work. When you own your business logic, you determine what gets to change. You're empowered to create something unique and more effective for your customers, leaving your competitors far behind.
The Journey to Launching A New Data Product
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You want to create a new product that will help you break into new markets and generate net new revenue, but you're not sure how to get started or whether it's even feasible. You suspect that more value can be extracted from your proprietary data and delivered to your customers, but you're not sure what that additional value is or how it can be packaged into an enticing offering.
Komodo will guide you in creating a scalable new product that evolves with your business, and that you own. We work quickly alongside your team to deliver a solution that's perfectly aligned with your goals. -
Extract Unique Insights From Data
Your proprietary data makes your data product unique. It differentiates your product from your competitor's. We start by bringing the data together to create insights that your customers will be interested in. Let's maximize the value of your data!
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Validate with Rapid Prototyping
Next, we'll bring insights to life with a functional interactive prototype. We work quickly and iteratively. We'll get a web app running within a month so that you can iterate on the key functionality with us. It may be ugly, but it proves things will work.
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MVP Launch, Earn New Revenue
We'll bring your most valuable features to life, including service tiers and user management controls. What we build, you own. We always leave our clients self-sufficient and able to refine their own solutions with the ongoing resources of their choice.