AI & ML PoC Development Services
Validate Your AI Ideas with Minimal Risk and Maximum Impact. Amazinum help businesses like yours test AI and ML solutions quickly and cost-effectively before scaling them into full production. Explore your ideas’ feasibility, ROI, and impact with a tailored PoC designed to meet your business needs.
Validate Your AI Ideas with Minimal Risk and Maximum Impact. Amazinum help businesses like yours test AI and ML solutions quickly and cost-effectively before scaling them into full production. Explore your ideas’ feasibility, ROI, and impact with a tailored PoC designed to meet your business needs.
Why Start with a PoC?
01
Forecast of technical challenges
Assessment of scale, and development of a work process plan, which will allow for making informed decisions.
02
Attract investments and gain
The trust of partners by demonstrating operational technology.
03
Reduce Risks
Test before full investment to avoid costly mistakes.
04
Make Data-Driven Decisions
Get measurable insights to assess feasibility and ROI.
05
Optimize Faster
Identify challenges early and refine your solution.
06
Check the project’s viability
To assess the expected results and change the current plan.
07
Build Stakeholder Confidence
Showcase results to secure internal buy-in.
Our AI & ML PoC Process
1. Getting familiar with the domain
- Discover business problems and opportunities
- Clarify the business needs and opportunities
- Investigate the available and potential data
- Investigate the available and potential data sources
- Execute EDA (exploratory data analysis)
- Define the expected deliveries
2. Investigating and adopting solutions
- Define the metrics and evaluation of algorithms
- Investigate the available models, solutions, approaches
- Train models on domain data, evaluate, and compare.
3. Improving results
- Achieving better model(s) performance
- Experiment with various datasets, tuning hyperparameters
Expected Outcomes
- One-pager rapport on how to utilize ML in your project
- High-level Project Roadmap, with a breakdown into milestones
- Ballpark estimate of each milestone
- Ballpark time and cost estimation
- Suggested team composition
4. Finalizing research and preparing delivery
- Preparing models and improvements overview
- Preparing prototype demo
- Wrapping in web service with exposed API
- Dockerized solution ready to deploy on client’s infrastructure
- Deploying dockerized solution
- Preparing brief documentations
- Describing further tasks and improvements
Expected Outcomes
- One-pager rapport on how to utilize ML in your project
- High-level Project Roadmap, with a breakdown into milestones
- Ballpark estimate of each milestone
- Ballpark time and cost estimation
- Suggested team composition
- Prototype
Validate Before You Scale
Start your PoC and reduce risks
How to determine if you need a proof of concept
Requirements for the
implementation of POC
Formation of clear goals and needs of the product.
Identifying unique key features and details will differentiate your project from others on the market.
Identification of use cases and expected outcomes
Formation of success indicators of your POC – Any available data / data sources.
Identification of limitations to technologies.
What You Get with Our PoC Service
A Working Prototype
Clear Success Metrics
Detailed Report & Recommendations
Fast Turnaround
A Working Prototype
See your concept in action with a real demo.
Clear Success Metrics
Track progress and validate against key performance indicators.
Detailed Report & Recommendations
Receive actionable insights for next steps.
Fast Turnaround
Launch your PoC quickly to gain momentum.
FAQ
Not all proof of concepts yield success, and there can be various factors contributing to their failure:
- Data may be disorganized and impractical.
- The ETL (Extract, Transform, Load) workload can become prohibitively expensive when implemented at a larger scale.
In any case, the outcomes of failed proof of concepts should not be viewed as disappointments but rather as valuable learning experiences that can pave the way for future successful ideas.
Airbnb
Initially, the founders created a simple website that verified people’s requests for a vacant room or property. This allowed the company to attract investments and articles with a successful and revolutionary platform.
Slack
The beginning of Slack was the creation of an internal communication platform for a gaming company. This allowed the team to assess its potential in the market and become a leading tool for team communication around the world.
Tesla
Tesla has been conducting POCs for electric vehicles and energy storage systems. Their success in creating long-range electric vehicles and energy products such as the Powerwall and Powerpack has transformed the automotive and energy sectors.
Self-Driving Cars: Companies like Waymo (formerly a project of Google) conducted POCs to demonstrate the feasibility of self-driving cars. These POCs eventually led to the development of autonomous vehicles and the emerging industry surrounding them.
IoT in Healthcare: POCs have been conducted to prove the effectiveness of Internet of Things (IoT) devices in healthcare. For instance, monitoring devices for patients with chronic conditions have shown how IoT can enhance patient care and reduce healthcare costs.
Artificial Intelligence in Healthcare: POCs using AI for diagnosing diseases and predicting patient outcomes have demonstrated significant success. IBM’s Watson for Oncology is a notable example.
Agricultural Technology: POCs for precision agriculture, using drones and data analytics to optimize farming, have proven to increase crop yields and reduce resource consumption.
Renewable Energy: Many renewable energy projects, such as solar and wind farms, began as POCs to prove the viability of clean energy sources, and they have since become major contributors to global energy production.
Food Delivery Apps: Companies like Uber Eats and DoorDash started as POCs in specific cities to prove the concept of app-based food delivery. Their success has reshaped the restaurant and food delivery industry.
Still Have Questions?
Schedule a call to discuss your PoC needs.
Schedule a call to discuss your PoC needs.
Why Choose Amazinum?
Comprehensive End-to-End Expertise
From initial planning and strategy to seamless execution, Amazinum handles every stage of your project with precision, ensuring a smooth and successful outcome.
Flexible Engagement Models
We offer customizable packages designed to fit your specific needs and budget, giving you the freedom to choose the model that works best for your business.
Proven Track Record of Success
Our solutions consistently deliver measurable results across industries, helping companies achieve their goals with effective and innovative approaches.
Access to Top AI Talent
Collaborate with some of the brightest minds in data science and AI. Amazinum’s team brings expertise and creativity to every project, driving unparalleled results.
Client-Focused Approach
Your satisfaction is our priority. We take the time to understand your unique needs, maintain open communication, and provide constant updates to ensure the final result exceeds expectations.
Transparent and Organized Execution
Amazinum ensures clear timelines, regular progress updates, and flexibility to adjust to your changing needs. Our structured process guarantees a smooth and comfortable collaboration experience.
Cost-Effective Solutions with Exceptional Quality
We maximize the efficiency of your resources to deliver high-quality services. With a focus on optimization, qualified specialists, and intelligent resource management, we provide outstanding results at competitive prices.
Innovative and Scalable Solutions
Amazinum leverages the latest technologies and methodologies to deliver forward-thinking solutions. Our services are designed to scale with your business, ensuring long-term value and adaptability to future needs.
Our Core Services
We provide a full spectrum of AI, Data, and Cloud solutions to meet your business challenges.
Big Data & Business Intelligence (BI)
Data Engineering Services
Industry Expertise
Healthcare
Predictive analytics, personalized medicine, and operational efficiency improvements.
Manufacture & Supply Chain
Predictive maintenance, inventory optimization, and demand forecasting, enhancing operational efficiency and reducing costs.
E-commerce & Retail
AI-powered recommendation engines, inventory management, and personalized marketing.
SEO & Advertising
Actionable insights, optimize campaigns, and drive targeted traffic for maximum impact
Ecology
Data-driven solutions for climate modeling, biodiversity monitoring, and sustainable resource management
FinTech
Predictive analytics to detect fraud, optimize trading, and assess credit risk
Mental Health
Personal treatments, improving telemedicine platforms, and developing early intervention tools
Pet Care
Intelligent pet care systems, personalized recommendations for pet owners, product recommendations
Energy & Utilities
Data-driven solutions for climate modeling, biodiversity monitoring, and sustainable resource management
Media Entertainment
AI & ML drive data-driven solutions for content personalization, audience analytics, and optimizing production workflows to enhance engagement and streamline creative processes.
Ready to Validate Your AI Idea?
Don’t leave your innovation to chance—test your idea today with our AI & ML PoC development service.
Vitaliy Fedorovych
CEO, Data Scientist at Amazinum
Hello there!
Amazinum Team assists you through all data science development processes:
from data collection to valuable insights generation.
Get in touch with our CEO and Data Scientist to figure out the next move together
- 4A Peremohy square, Ternopil, Ukraine, 46000
- +380 98 85 86 330
- vfedorovych@amazinum.com
Contact Us
Contact Us
UKRAINE
ESTONIA
Amazinum OÜ
Registry Code: 16893164
