AI Consulting, Data Engineering, Product Engineering, and Workflow Automation services that help enterprises move from experimentation to production at scale.
Aligned with 6 regulatory frameworks. Trusted by risk leaders at regulated institutions.
AI deployment is accelerating faster than operational maturity, creating performance failures, regulatory exposure, and growing technical debt across enterprise systems.
Drift, data decay, and performance collapse go undetected until customers, regulators, or auditors find them first.
Credit denials, claim rejections, triage calls, tenant screenings — explainable to the regulator and the board? Usually not.
“Who approved this model, on what data, with what controls?” — the answer lives in three Jupyter notebooks and a Slack thread.
EU AI Act, NIST AI RMF, MAS FEAT, SR 11-7 — tracked manually, reviewed quarterly, enforced never.
Partner ecosystem
We don't just build your AI, we integrate it with a proprietary system of record. Samta.ai gives engineering and compliance leaders centralized monitoring, traceable decisions, and automated policy controls built for enterprise scale.
Detect model drift, schema changes, and performance decay the moment they emerge in production pipelines.
Every AI-driven output is logged, explained, and fully traceable. Reproduce any model decision for any regulator, instantly.
We hardcode compliance. Map production models directly to EU AI Act, NIST AI RMF, and SR 11-7, automating approval workflows before deployment.
A unified dashboard for model inventory, risk tiers, and residual risk, built for CROs and CTOs who demand portfolio clarity.
Independent industry recognition alongside Singapore's leading RegTech providers advancing AI governance, compliance, fraud prevention, and decision intelligence.
Recognized by the Singapore FinTech Association (SFA).
Featured in the Singapore FinTech Association RegTech Landscape Map 2026.
Included across multiple RegTech categories and compliance technology domains.
Recognized for our leadership in AI governance, risk, and compliance innovation.
Production ready AI accelerators built for regulated industries.
Turn fragmented data into decisions that move the business.
VEDA transforms raw information into real-time intelligence through predictive analytics.
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Intelligent operations for property stakeholders who can't afford inefficiency.
Turn property ownership into a smarter simpler experience with automation and ROI insights
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Hiring decisions driven by skills, not resumes.
Make every hiring decision accurate, confident, and effortless with AI-driven assessments.
Know MoreCrafting bespoke roadmaps for your digital success through our unique approach blending:
Software Engineering
Strategic ConsultingDesign Thinking
Led by Generative AI, our DSA capabilities pave the way for transformative insights.
Turn hidden data into strategic advantage. We uncover, structure, and prepare enterprise data to power AI initiatives, eliminate silos, and unlock smarter, faster decision-making.
Build AI systems you can trust. We design governance frameworks, security controls, and operational guardrails that protect innovation while enabling secure, scalable AI growth.
Upgrade your foundation for the AI era. We modernize legacy systems, integrate enterprise platforms, and deploy scalable architectures built for speed, resilience, and growth.
Move beyond static dashboards. We build intelligent systems that predict trends, trigger actions, and convert insights into automated execution for measurable business impact.
No 18-month implementation black holes. No infrastructure rip-and-replace. We integrate with your existing ML stack to deliver a production-ready, fully governed AI workflow on a timeline your board will approve.
Complete the free Samta.ai AI Readiness Assessment. Receive a personalized maturity score across 7 dimensions ,Strategy, Governance, Data Infrastructure, Talent, Culture, Technology, and Business Value with a prioritized improvement roadmap. Instant PDF. Expert review within 24 hours.
Based on your assessment score, our Lead AI Engineers map your existing data infrastructure, ML pipelines, and model registries against your regulatory requirements, EU AI Act, SR 11-7, MAS FEAT. You receive a scoped architecture plan, not a generic slide deck.
We build and deploy production AI systems, automated compliance workflows, and governance infrastructure directly into your environment. First system typically live within two weeks of build start.
Every deployed system enters the Samta AI Observability Platform real-time MLOps monitoring, automated regulatory controls, and a unified command center for model inventory, risk tiers, and audit trails. One platform. Permanently governed.
Answer 20 targeted questions about your data infrastructure, AI operational maturity, and existing systems. Receive a personalized AI assessment score with a free expert consulting session .
Answer 20 questions about your data, governance, and legacy systems. Get a personalized score + free consulting call exactly where you have to start.
Answer 20 questions across 5 domains mapped to EU AI Act, SR 11-7, GDPR, HIPAA, NIST AI RMF & ISO/IEC. Get your personalized AI model risk exposure report and recommendations.
Explainability, fairness thresholds, and audit trails are natively embedded into the code of every s...
where your data already lives. Our systems natively integrate with Microsoft, Databricks, Snowflake,...
Deep data science and product engineering discipline, anchored by human-centred design thinking. We ...
From transaction graph intelligence to on-chain compliance monitoring, our blockchain analytics capa...
Specialist-firm agility. Global-integrator delivery standards. We run on sprint cycles that produce ...
Deploy and govern credit, fraud detection, trading AI, and blockchain analytics under strict SR 11-7, RBI, and MAS FEAT scrutiny.
Build diagnostic and claims processing systems under HIPAA and FDA-aligned frameworks with full decision auditability.
Deploy continuous monitoring for fair housing compliance and automated underwriting with defensible AI by design.
Architect AI systems meeting the absolute highest standards of transparency, accountability, and public trust. Aligned with EU AI Act and NIST AI RMF.
Insights
Choose a data engineering company in Singapore with expert criteria, engagement models, cost benchmarks, and Samta.ai’s 2026 enterprise selection
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Complete guide to AI regulatory compliance in Singapore covering MAS, PDPA, IMDA, and AI Verify in one place. 2026 framework for enterprise and BFSI leaders.
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The complete AI readiness assessment framework for 2026. Six dimensions, scoring rubric, and free template for Singapore enterprise and BFSI leaders.
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