ML Strategy and Model Discovery

We help you leverage machine learning for your business goals. We deliver pragmatic model development that supports business logic: fine-tuning and optimization where it matters, and lean deployments when cost/latency matters.

Machine learning research often hits a wall when it meets real-world constraints. A model that is accurate in a test environment can still be too slow for your users or too expensive to keep running. We see many projects fail because the engineering side was overlooked during the planning phase.

We help you leverage machine learning and make it a worthwhile investment. We look at the full picture of your data and your infrastructure to find the most efficient path forward. This results in a system that solves real problems without becoming a technical burden. Our partners value this because it turns complex problems into a functional, scalable product.

CUSTOMER STORIES

Client Results and Success

Document Intelligence Platform

We reduced manual effort from days to minutes through a system that allows teams to search, understand, and review extremely large documents. The platform also answers user questions directly from the document and even pinpoints the exact page where the information exists.

99% reduction in manual effort

The solution handles thousands of pages, summarises information, and gives accurate, reliable answers within seconds - dramatically improving speed, consistency, and decision-making.

2 mins

For 1,000–10,000 pages processing

85%+

Accuracy in responses

95%+

Contextual relevance

Architecture Review Assistant

We built an AI assistant that brought the turnaround time for tech architecture review down to less than one hour. It reviews technical architecture diagrams and highlights potential issues or weaknesses even before they reach the architects for approval.

88.33% reduction in TAT for review

The assistant helps tech leads refine their designs so architecture boards receive cleaner, more complete diagrams. This helps teams catch early mistakes, improve quality, and reduce rework.

<1 hr

Tech architecture review time

~70%

Accuracy in identifying issues

95%

Contextual relevance

Automated Reporting & Insights System

We built an AI-driven reporting system that enables sales and business teams to get their reports instantly, without any dependency on BI teams. Users can ask a question, and the system fetches the data, analyzes it, and generates ready-to-use dashboards in real time.

99% faster turnaround time for report creation

This system relies entirely on the organization’s own data, ensuring zero bias in all outputs

<1 min

Report turnaround

~85%+

Accuracy in generated reports

~85%

Contextual relevance of insights

Property Inspection Chat Assistant

We built an on-property chat assistant that lets buyers scan a QR code during their visit to instantly ask questions about the property—covering nearby facilities, energy ratings, floor plans, furnishings, pest reports, and more via text or voice.

90% property-data relevance during on-site queries

The assistant delivers accurate responses, while automatically routing sensitive or price-related questions to the admin team to ensure control and compliance.

80%

answer accuracy

~90%

relevance to the property data

2x faster

On-site interactions with voice-enabled queries

Personalized Meal Recommendation System

We built an AI system that recommends meals based on available ingredients, tools, and dietary needs. The solution intelligently adapts over 3,000 base recipes to match specific family sizes and portion requirements instantly.

80% recommendation accuracy

The system analyzes user preferences to provide tailored meal suggestions for every day. This helps the platform drive higher engagement and ensures users find recipes they actually want to cook.

80%

Recommendation accuracy

VIEW CASE STUDY

AI Assisted Clinical Documentation for Dentists

We developed an AI system that listens to dentist-patient conversations to automatically generate comprehensive clinical documentation. The platform captures diagnoses, tests, scans, and prescription details in real time. This allows practitioners to verify and print records instantly, which eliminates the burden of manual data entry during peak clinic hours.

95% accuracy in diagnosis and prescription generation

The platform turns dental conversations into automated medical notes and prescriptions instantly. This allows dentists to approve reports with a single click and stay focused on their patients.

AI Assisted Clinical Documentation for Dentists

~95%

Accuracy in generated reports

~95%

Contextual relevance

WHAT WE DO

Our Capabilities

RAG Optimization

Model Fine-Tuning

Small Language Model Strategy

Data Engineering & Curation

MLOps & Performance Monitoring

What You Get

We Help You Move Beyond Guesswork

Many AI projects start with early assumptions about how a model will perform. We replace those assumptions with technical data and clear benchmarks. Our approach is straightforward: Build for reliability. Align with business logic. Scale with efficiency.