Enterprises don't need another.AI pilot.
They need AI that works inside the real business. Samta.ai connects business strategy, data, governance, and engineering to deliver production-ready AI not another slide deck.
Trusted by Industry Leaders
Chosen by Industry Leaders for AI and Data Excellence
Featured in Singapore's Official RegTech Landscape Map 2026
Independent industry recognition alongside Singapore's leading RegTech providers advancing AI governance, compliance, fraud prevention, and decision intelligence.
Independent Industry Validation
Recognized by the Singapore FinTech Association (SFA).
Official RegTech Landscape 2026
Featured in the Singapore FinTech Association RegTech Landscape Map 2026.
Recognized Across Capabilities
Included across multiple RegTech categories and compliance technology domains.
AI Governance & Compliance
Recognized for our leadership in AI governance, risk, and compliance innovation.
FROM DATA TO BUSINESS OUTCOMES
One partner across the
enterprise AI lifecycle.
Samta.ai is an enterprise AI and data engineering consultancy not a governance shop, not a dev agency, and not a Big-4-style advisory practice. We connect data engineering, AI engineering, product engineering and governance into a single lifecycle, from raw data to measurable business impact, without handoffs or silos.
DATA
Data engineering consulting and a governed data intelligence platform (VEDA) that makes your data AI-ready.
AI
Enterprise AI solutions built on your existing models and pipelines not another isolated pilot.
PRODUCT
We ship software people actually use, with human-centric design built in — not just recommendations.
GOVERNANCE
MAS FEAI, MAS AIRG and IMDA-aligned controls engineered into the workflow from day one.
IMPACT
Measurable business outcomes the reason the first four pillars exist.
Human-centric design is the pillar most AI vendors skip.
AI integration services and AI engineering only create value if the people using the system actually adopt it so every Samta.ai engagement is built around real workflows, not just model accuracy.
Six defensible reasons regulated
enterprises choose Samta.ai.
Plenty of firms sell AI consulting services. Very few can hand a regulator an audit trail on Monday.
Every claim below is something we can show you, not just tell you.
Senior engineers, discovery to deployment
No partner-sells, junior-delivers model. The people who scope your architecture are the people who build it.
AI governance embedded, not bolted on
Controls mapped to the MAS FEAT principles, MAS AIRG and the IMDA Model AI Governance Framework are built into the engineering workflow itself, from the first commit so an AI audit is a query, not a project.
Native to your existing stack
Databricks and Snowflake consulting delivered on Microsoft Azure and AWS the platforms most mid-enterprises already run plus the data engineering consulting and AI integration services to make that data AI-ready.
Singapore-headquartered, India-powered
Enterprise credibility and regulatory fluency from Singapore and Malaysia; senior AI, data-science and product engineering execution from our Nagpur and Noida teams engineering depth, not a back-office delivery centre.
Two-purse value: CTO and CRO both win
Most vendors sell to engineering or to risk. We deliver both velocity for the CTO, and model risk management evidence the CRO can put in front of a regulator.
Focused, not diluted
We work in regulated AI operations for BFSI, AI for fintech, healthcare and proptech not a broad, generalist transformation practice.
We ship software, not
just recommendations.
Four products running on the same governed data and AI foundation described above. Poking at
a live product is a faster way to judge an enterprise AI and data engineering partner than
reading another claim.
Smart customer onboarding & verification
KYC and customer onboarding for regulated financial institutions — where onboarding speed and audit evidence have to coexist.
Explore ONBOEnterprise AI & data intelligence platform
Turns fragmented enterprise data into one governed decision layer — the data intelligence platform this page describes, packaged as a product.
Explore VEDASkills-based hiring & assessment
Evaluates candidates on demonstrated skills rather than resumes — built for enterprises hiring AI, data and engineering talent.
Try TatvaProperty operations intelligence
Applies the same governed-AI approach to property and asset management operations for regulated proptech portfolios.
Explore CORACalculate Your Exact ROI
See how much value an AI native software development approach delivers for your specific project parameters.
AI Project ROI Calculator
Based on 50+ enterprise deployments in BFSI, Real Estate, and HR Tech
For a 12-month BFSI project in Dubai/UAE with a 10-person team, an AI-first approach delivers 40% higher ROI with 6-month faster implementation.
A low-friction way to find out if we're right for you.
No pushy sales onslaught. A scoped assessment, an honest answer, and a free 30-minute call with a senior technical lead even if the answer is 'not yet.'
Every AI Readiness Assessment includes a free 30-minute consulting call with a senior technical lead to walk through your results. No generic PDF, no sales pitch.
Get Your Personalized AI Assessment
Enter your email to receive your comprehensive AI readiness assessment and personalized recommendations.
Contact Information
Strategy & Governance
Data & Talent
Execution, Adoption and Business Impact
Results and Recommendations
Email Address
Full Name
Compared honestly to how you'd actually solve this.
Every option below is legitimate for the right situation. This is where Samta.ai fits versus each one.
| ALTERNATIVE | WHERE IT WINS | WHERE IT FALLS SHORT | SAMTA.AI |
|---|---|---|---|
| Build in-house | Full control, institutional knowledge stays internal | Governance and regulatory depth take years to build; competes for the same scarce ML talent | We embed governance expertise your team doesn't have to build from scratch |
| Big-4 / global SI | Brand recognition, broad bench strength | Partner-led sales, junior-heavy delivery, multi-quarter timelines, governance as a separate workstream | Senior engineers end-to-end, governed production in ~2 weeks |
| Generic AI agency | Fast for prototypes and demos | Rarely built for regulated production, audit trails, or model-risk evidence | Regulated-industry operations is the specialization, not an add-on |
| Point solutions / platform tools | Deep in one narrow function (e.g. monitoring, or MLOps) | Adds another silo; someone still has to integrate it into a governed workflow | One governance layer across your existing stack, not another disconnected tool |
| Status quo (stay in pilot) | No new spend, no new vendor risk | The regulatory clock and competitive gap keep running regardless | A scoped, ~2-week path to a first governed system — the lowest-friction way to stop standing still |
Strategy, data and engineering finally on the same team.
If your AI is stuck between ambition and production, the fastest way to find out what's actually blocking it is a free, scoped assessment not another slide deck.