AI for your company
The power of AI isn’t just in creating engaging content—it’s merely the tip of the iceberg. Much like how 90% of an iceberg is submerged, the most impactful AI applications operate behind the scenes, enhancing business operations, boosting revenue, and generating customer demand
Dive in with us to uncover the deeper AI capabilities that can revolutionize your company. Scroll down to discover how we can unlock the hidden potential for your business
Top Use Cases
Examples of typical applications of AI for your business:
Price / Rate / Date Forecasting
- Predicting prices, dates and other indicators (e.g. clicks)
- Predicting client payment patterns, based on historical data
Probability Forecasting
- Predicting probability of loan rejection or settlement
- Predicting a confidence interval for an economic indicator
Recommendation Systems
- Delivering a personalised e-commerce feed of products to a client, based on their and other users’ previous website interactions
Task Optimisation
- Sending automated alerts if pipelines are not running properly
- Automating heavy-duty tasks with long runtimes
Anomaly Detection
- Deciphering which client transactions are fraudulent
- Auto-flagging when an internal process is faulty
Factor Analysis
- Determining which client engagement methods contribute most to conversion rates
- Determining which advertising campaign styles lead to the highest click-through-rate
Assistants & Chatbots
- Automated client FAQ chat system to lessen support load and staffing
- Custom assistant to help parse email requests into structured forms
Scoring & Ranking
- Creating a ‘credit score’ for upstream vendors
- Creating a ranking for products to display given a customer query
Clustering
- Automatically grouping and categorizing product level data, in order to decide how to split up resources (e.g. sales team, marketing spend etc.)
Price Setting & Optimisation
- Determining the best price to set to extract economic rent from your consumers
- Determining when prices can be raised without affecting sales
Reinforcement Learning
- Create a trading agent in a situation with adverse selection in the market
- Automated AB testing of personalized advertising campaigns given ad-watching history of user
Natural Language and Speech
Natural Language Processing (NLP) and Speech Processing deal with modeling free-form, structural, or semantic text and speech components.
Large Language Models
- Creating internal LLM tools (e.g. Confluence FAQ bot)
- Fine-tuning and Retrieval-Augmented Generation on open-source models
Entity
Recognition
- Recognizing purchase date, order number, and complaint category from a free-form client feedback form
Machine
Translation
- Run an in-house model for translation to avoid sending data externally, or to save on API costs
Automatic Summarisation
- Automatically summarising news articles into small digests for your business leads
Document Classification
- Automatically categorizing documents as “Relevant” or “Not Relevant” to a specific product area, and creating alerts
Automated Text Generation
- Writing automated articles about products or news topics
Speech to
Text
- Converting client calls to text so that the content can be mined for metrics to add to dashboards
Optical Character Recognition (OCR)
- Automatically parsing screenshots into structured entries into your database
Textual
Entailment
- Determining if one piece of text (e.g. “the ground is wet”) follows from another (“e.g. it is raining”)
Computer Vision
Models for images and video.
Image Classification
- Automatically determining whether a customer image portrays your product in a positive or negative light
- Automatically determining whether an x-ray scan is predictive of a specific disease
Object Detection
- Determining which objects exist in an image, as well as where those objects are
Image Generation
- Re-generating website images in a “art-noveau” style
- Generating custom icons for your blog posts
Motion Capture
- Capturing the poses and muscle groups of human faces or human bodies in images and video
Image Restoration
- Upscaling or de-noising an image to improve quality
