Client Experiences
Hear from organisations across Singapore who've worked with us to integrate AI into their operations.
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Feedback from organisations we've had the opportunity to work with over the past several years.
Jennifer Tan
Operations Director
Singapore
Working with Tessarai on our document classification project was refreshingly straightforward. They took time to understand our existing workflows rather than pushing a generic solution. The NLP system they built has cut our processing time considerably, and our team was comfortable maintaining it after handover.
January 28, 2026
David Lim
Technology Lead
Singapore
The AI Readiness Assessment was exactly what we needed before committing to a larger project. The report was thorough without being overwhelming, and the recommendations were practical for our budget and timeline. It gave us the confidence to proceed with a clear roadmap.
February 5, 2026
Michelle Kumar
Head of Analytics
Singapore
We engaged Tessarai for model optimisation on our existing ML pipeline. They identified several efficiency gains we'd missed and improved accuracy while reducing computational costs. The documentation they provided has been invaluable for our team's ongoing work.
January 19, 2026
Robert Chen
Chief Information Officer
Singapore
What I appreciated most was their honest assessment of what AI could and couldn't do for us. They didn't oversell capabilities, which built trust from the start. The implementation met expectations and the team has been responsive to our questions post-deployment.
February 2, 2026
Sarah Koh
Legal Operations Manager
Singapore
The contract analysis system Tessarai built for us handles regulatory compliance checks across thousands of documents. The level of accuracy has been impressive, and they've made themselves available whenever we've had questions about edge cases or system behavior.
January 22, 2026
Andrew Tan
Product Manager
Singapore
Tessarai helped us move from exploring AI possibilities to having a working system in production. Their collaborative approach meant our internal team learned throughout the process rather than just receiving a finished product. That knowledge transfer has been invaluable.
February 8, 2026
Success Stories
Detailed accounts of how organisations have used our services to address specific challenges.
Challenge
A legal firm handling cross-border transactions needed to review thousands of contracts monthly for regulatory compliance across multiple jurisdictions. Manual review was time-intensive and prone to oversight.
Solution
We developed an NLP pipeline that extracts key clauses, flags potential compliance issues, and categorizes documents by jurisdiction and risk level. The system integrates with their existing document management platform.
Results
Initial review time reduced by 65%. The system successfully identifies 92% of compliance-relevant clauses, allowing lawyers to focus on substantive legal analysis rather than document scanning.
"The system hasn't replaced our legal team, but it's made them significantly more efficient. We can now handle higher volume without compromising thoroughness."
— Legal Operations Lead, International Law Firm
Challenge
A healthcare provider wanted to explore using AI for patient triage but wasn't sure about data readiness, regulatory compliance, or technical feasibility within their existing infrastructure.
Solution
Our AI Readiness Assessment evaluated their electronic health record data quality, assessed infrastructure capabilities, and mapped out regulatory requirements. We identified three viable use cases and created a phased implementation roadmap.
Results
The organisation proceeded with a pilot project based on our recommendations. They now have clear visibility into what's required for broader AI adoption and realistic expectations about timelines and resource needs.
"The assessment saved us from pursuing approaches that wouldn't have worked with our data. We now have a clear, achievable roadmap rather than vague aspirations."
— Director of Clinical Innovation, Healthcare Provider
Challenge
A financial services firm had deployed a fraud detection model two years prior. Performance had gradually degraded as fraud patterns evolved, and computational costs were increasing with transaction volume.
Solution
We conducted a comprehensive audit of their model architecture and training pipeline. We implemented feature engineering improvements, optimized the model structure, and established monitoring dashboards for ongoing performance tracking.
Results
Detection accuracy improved by 18 percentage points while reducing false positives by 30%. Computational costs decreased by 40% through architecture optimization. The team now has tools to monitor and maintain performance independently.
"We knew our model needed work but weren't sure where to start. Tessarai's systematic approach identified improvements we'd overlooked and gave us the capability to keep the system current."
— Head of Risk Analytics, Financial Services
Track Record
Some metrics that represent our work across Singapore over the past seven years.
Organisations
Supported Across Singapore
Years
Operating Since 2019
Average Rating
Client Satisfaction Score
Return Clients
For Additional Projects
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