“Just as electricity transformed almost everything 100 years ago, today I actually have a hard time thinking of an industry that I don’t think AI will transform in the next several years…”
– Andrew Ng
What is Last Mile AI?
It took enormous efforts over decades to bring electricity to homes and businesses. Rural citizens of many developing countries are still waiting.
AI today shares this “last mile” problem. Impactful deployment requires technical expertise wielded with sensitivity to your specific business needs.
Last Mile Artificial Intelligence takes AI into your office, enabling you to plug in to the new electricity that will power your future business growth.
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Our Specialisms
STATISTICAL DATA ANALYSIS
- Statistical visualization
- Hypothesis testing
- Anomaly detection
- A/B testing
SUPERVISED LEARNING
- GLM/trees/forests etc. for structured data
- Deep learning for image/video/text classification
- Customer propensity modelling
- Credit risk prediction
NETWORK ANALYSIS
- Also called graph analysis
- Analysis of entity relationships in ecosystems
- Data representation in graph databases
- Data visualization
- Mathematical analysis e.g. influential nodes
NATURAL LANGUAGE PROCESSING
- Sentiment analysis
- Topic classification
- Medical record analysis
- Legal research
- Virtual assistants
TIME SERIES FORECASTING
- Smoothing methods, ARIMA, RNNs (recurrent neural nets)
- Demand forecasting
Tools and Technologies
We have expertise in a wide variety of analytical tools and technologies. Our main programming languages are R and Python but we also work in Javascript for web applications.
We often favour open-source software as it leaves more power in your, the customer’s, hands. However, proprietary software also has its place and we have deep experience in Tableau and SAS to name but two.