Careers

FastAI

AI made useful.

> AI is the most transformative technology of our time. Unlock a dedicated team of AI & ML engineers, today.

> Our Offering_

Unlock a dedicated, specialized team of AI & ML engineers, today.

We help you identify & build AI & ML applications, integrating with your existing business. We offer you as much or as little control as you like.

01

> Discover

We analyze your business operations to identify high-impact AI & ML use cases. Our expert team maps out opportunities where AI can drive efficiency, innovation, and growth.

02

> Build

Our engineers develop custom AI solutions tailored to your specific needs. We leverage cutting-edge machine learning technologies to create powerful, scalable systems.

03

> Deploy

We seamlessly integrate AI solutions into your existing infrastructure, ensuring smooth deployment and operational excellence.

> Flagstone Products_

Our ready-to-deploy AI solutions for common business needs.

> SmartDocs_

SmartDocs is an automated way to process documents. SmartDocs allows you to analyze and extract key data from large documents.

✓ Speed: reduce human processing dramatically
✓ Accuracy: reduce error prone, tedious manual processes
✓ Data: convert a once tedious task into a data generating process

> Common Applications_

  • Processing invoices
  • Digitizing PDFs/Images (OCR)
  • Automate handling client uploaded or internal docs
      +-----------------------------+
      |       1. Upload Document    |
      +--------------+--------------+
                     |
                     |
                     v
      +-----------------------------+
      |     2. Extract Key Data     | ----+
      +-----------------------------+     |
                                          |
                                          v
      +-----------------------------+     |
      |    3. Return Useful Data    | <---+
      +-----------------------------+
                     ^
                     |
                     |
      +--------------+--------------+
      |      4. Store Extraction    |
      +-----------------------------+

> Deployment Architecture_

Our workflow is malleable to whatever suits you. We offer both fully managed services & complete software integrations.

> Flexible Deployment Options_

We give you as much control as you desire. Choose between fully managed services or complete software integrations that integrate into your existing infrastructure.

✓ Managed Services: We handle complete training, deployment & monitoring
✓ Code & Infrastructure: Integrate AI/ML systems into your existing stack
✓ Flexible Control: Take over maintenance or keep everything managed 

                Code & Infrastructure                    /             Managed Service
                                                         /
+--------------------+      +--------------------+       /        +--------------------------+
| Application Code   |<---->| Database Server    |       /       /                          /|
+--------------------+      +--------------------+       /      /                          / |
         |                          ^                    /     +--------------------------+  |
         |                          |                    /     |                          |  |
         v                          |                    /     |     (Cloud Provider)     | /
+--------------------+      +--------------------+       /     |                          |/
| Web Server         |<---->| Load Balancer      |       /     +--------------------------+
+--------------------+      +--------------------+       /                  |
         |                          ^                    /                  |
         |                          |                    /                  |
         v                          |                    /                  |
+--------------------+      +--------------------+       /                  * Connection Point
| CI/CD Pipeline     |<---->| Monitoring System  |       /  
+--------------------+      +--------------------+       /

> Popular Projects_

Some of the popular GenAI projects adopted by our customers.

Business Function Application Example Use Cases
Productivity & Internal Automation Document Summarization Summarize reports, research, meeting notes
Automate Invoice Processing Extract data from invoices, compile into tables, flag exceptions
Knowledge Base QA/Search Natural language search over internal docs/databases
Automated Meeting Minutes Real-time transcription, action item extraction
Customer Support Customer Support Chatbots 24/7 customer queries, FAQ handling, lead generation
Automated Email Responses Draft/reply to customer emails automatically
Sentiment Analysis Analyze feedback, reviews, social media
Data, Research & Analysis Data Analysis & Reporting Natural language queries, auto-generated reports
Knowledge Extraction Extract entities, trends, topics from large docs
Product & Service Innovation Personalized Recommendations GenAI-driven product or content suggestions
New Product Ideation Brainstorm names, feature ideas, market positioning
Synthetic Data Generation Create realistic data for testing/training
Content Generation & Marketing Design & Visual Content AI-generated copy, images, videos, marketing graphics
Human Resources & Compliance JD/CV Screening Generate job descriptions, screen CVs for fit
Employee Onboarding Personalized onboarding docs, FAQ chatbots
Internal Communication Summarize policy updates, auto-generate newsletters
Compliance Monitoring Analyze communications

> Notable Projects_

We regularly combine traditional ML and AI.

<
>

> Automated Invoice Processing

Implemented an end-to-end solution to extract and process invoice line items using OCR and AI, compiling editable tables and automatically flagging exceptions. This system drastically reduced manual processing time and improved claims accuracy.

Reduced invoice processing time by 60%
Improved claim accuracy by 5%

> Reducing Insurance Policy Lapse (NTU)

Developed a predictive ML model to identify and reduce policy lapses ("not taken up") in insurance, allowing targeted interventions. The model enabled more effective retention strategies and improved policy uptake rates.

2% reduction in policy lapse rate
Significant uplift in customer retention

> Sales Analytics Chatbot

Built a custom LLM-powered chatbot for financial advisors and managers, enabling natural language access to client data, sales performance analytics, and policy editing through secure, conversational interfaces.

Automated manual advisor queries
Provide an easy to use interface for managers

> Medical Diagnostic Modelling

Designed and deployed ensemble models to predict psychiatric conditions such as major depressive disorder (MDD), bipolar disorder, and other mental health states using high-frequency physiological data.

Achieved 75% FPR / 65% FNR in clinical benchmarks
Enabled earlier intervention for high-risk cases

> High-Frequency Signal Denoising

Developed and released in-house algorithms for denoising EEG/EOG physiological signals, used as a preprocessing step for downstream ML models.

Improved data input quality
Enabled robust high-frequency data analytics & ML

> Sleep Stage Transition & Sleep Staging

Built machine learning models to predict sleep stage transitions (e.g., N3 → REM) and to classify sleep states from raw EEG data, aiding in sleep quality analysis.

Enhanced accuracy in sleep quality monitoring
Valuable features for sleep health studies

> Modeling Human & Animal Cognitive Processing with RL

Led a research project modeling human and animal decision-making using reinforcement learning (RL) to uncover the mechanisms underlying choice behavior.

Provided novel insights into cognitive behavior
Published results in scientific collaboration

> Automated Water Production Forecasting

Designed scalable ML pipelines to forecast water production and optimize maintenance for large utility networks, supporting real-time operational decisions.

Improved forecasting accuracy
Enabled proactive maintenance and reduced costs

> Smart Water Dashboards

Built interactive dashboards visualizing water production metrics, supporting decision-making for utility managers with live analytics.

Real-time insights for operational leadership
Increased data-driven decision adoption

> Sales Data Analytics for SMBs

Analyzed small business sales data to optimize marketing strategies, uncovering actionable trends and recommendations for improved campaign ROI.

Improved marketing ROI
Data-driven decision support for SMBs

> Your Business Here

What will we build together :)?

Custom Solutions
Data-Driven Results

> Initialize Consultation_