Business Transformation and AI Consulting for Regulated Enterprises
Most AI pilots at Singapore enterprises never reach production not because the model fails, but because no one owns the data foundation, the governance, or the operating model change it takes to run it. Samta.ai runs the full transformation: strategy, data, governance, and delivery, with one accountable team.
Chosen by Singapore Enterprise Leaders for AI and Data Excellence
Advisory Services Built Around Governed Outcomes
AI Governance & Risk Advisory
Board-ready governance frameworks, model risk policy, and audit-trail architecture mapped to the regulation your industry enforces.
Data Foundation Strategy
Data estate assessment and remediation roadmap that makes AI initiatives fundable, not just aspirational.
Enterprise AI Architecture
Technical architecture and modernization roadmap for AI systems built to run inside a regulated environment, not bolted on after the fact.
AI Value & Decision Intelligence Advisory
Business-case development and ROI modeling for AI investment, presented in language a board and a CFO both sign off on.
Business Transformation Consulting
Operating model, process, and change management for functions being redesigned whether or not AI is the primary lever. This is what turns the four practices above from an AI vendor's service menu into a business transformation partner's.
Led by Someone Who's Sat on Your Side of the Table
Harish Taori is the Founder & CEO of Samta.ai and leads its Executive AI Consulting practice directly — engagements at this level don't get handed to a junior team. He spent close to three decades in technology, media, and telecommunications before founding Samta.ai in 2022, including time advising enterprise buyers on IT investment decisions, transformation strategy, and technology roadmaps. He holds an MBA in Entrepreneurship and Finance from the University of Chicago Booth School of Business.
From Assessment to Governed, Auditable AI On a Timeline Your Board Will Approve.
This is the delivery framework behind all eight consulting practice areas not just AI governance engagements.
Assess
- Complete the AI Readiness Assessment.
- Receive a maturity score across seven dimensions with a prioritized improvement roadmap your board can review directly.
Architect
- Senior advisors assess your data infrastructure, ML pipelines, and model registry against regulatory requirements (EU AI Act, SR 11-7, MAS FEAT).
- Deliver a tailored architecture plan not a generic template.
Build & Integrate
- Production AI systems, compliance workflows, and governance infrastructure are built directly into your environment.
- The first production system is typically live within two weeks of the build start.
Operate & Scale
- Every deployed system is continuously monitored with automated regulatory controls.
- A unified command center manages model inventory, risk tiers, and audit trails for ongoing governance.
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Contact Information
Strategy & Governance
Data & Talent
Execution, Adoption and Business Impact
Results and Recommendations
Email Address
Full Name
Partner ecosystem
The Gap Isn't Technology. It's Execution.
Enterprises don't stall on AI because the technology doesn't work. They stall because the initiative was scoped as a technology project instead of a business transformation. A model gets built, but no one redesigns the underwriting workflow around it. A dashboard ships, but no one owns the data governance behind it. A pilot performs well in a sandbox, but no one built the architecture to run it against production data under a regulator's scrutiny. Samta.ai treats every engagement as a business transformation first. The AI is how the outcome gets delivered, it isn't the deliverable.
Advisory Rigor. Engineering Delivery. One Team.
Most firms are strong at one half of this. Samta.ai is built to be strong at both, in the same engagement.
Execution, Led by the Team That Scoped It
- Every engagement includes the engineers who build what the strategy recommends.
- The person who scopes the work is the person delivering it not a partner who appears at the kickoff and the invoice.
Built for the Regulator in the Room
- Governance, audit trails, and explainability aren't a phase two.
- They're mapped to EU AI Act, NIST AI RMF, MAS FEAT, and SR 11-7 from the first architecture decision.
Faster Time to a Governed System
- Typical first production systems go live within weeks of build start.
- Not the 12–18 month timelines common to large-scale transformation programs.
Cross-Industry Regulatory Depth
- Active engagements across BFSI, healthcare, and the public sector.
- Gives the team pattern-matched experience across the frameworks regulators in each sector actually enforce.
Consulting Breadth Without Consulting Overhead
- Eight named practice areas: AI, data, governance, architecture, and business transformation.
- Delivered by one accountable team, not handed off between departments.
Purpose-built for industries where an AI failure is a regulatory event.
BFSI & Fintech
High-Stakes Decision Governance
Deploy and govern credit, fraud detection, trading AI, and blockchain analytics under SR 11-7, RBI, and MAS FEAT scrutiny.
Healthcare
Clinical Accuracy & Privacy
Diagnostic and claims-processing systems built under HIPAA and FDA-aligned frameworks, with full decision auditability.
Shipping, Marine & Trading
Expansion Vertical
Operational AI for commodities and marine logistics, where compliance, contract, and settlement risk carry regulatory weight.
Public Sector
Transparent & Accountable AI
Systems architected to EU AI Act and NIST AI RMF standards for public trust and accountability.
We Sell the Outcome, Not the Technology
An enterprise doesn't need "an AI model." A bank needs faster, more accurate credit decisions. An insurer needs underwriting that doesn't take three weeks. A healthcare provider needs claims processed without a backlog. Samta.ai's consulting practice starts with the business result and works backward to the AI, data, and governance work it takes to get there. If a problem doesn't need AI to solve it, we'll tell you that too.
Compress credit and underwriting decision cycles
Automate claims and compliance review workflows
Cut manual fraud-investigation time through triage automation
Reduce the audit-preparation burden for AI systems already in production
Turn a stalled AI pilot into a governed, production-scale system
Build AI Your Board Can Trust & Your Regulators Can Verify.
Get the business transformation and AI governance infrastructure your Singapore enterprise needs on systems your regulators can audit, on a timeline your board will approve.