How to Evaluate an AI Agent Observability Platform for Production Scale
AI agent observability reveals exactly how your autonomous workflows think and act. Discover how Samta.ai uncovers hidden reasoning loops and memory states.
Read MoreBuilding Intelligent Enterprises with Data & AI
Your AI Transformation Partner for product‑grade AI systems, combining data intelligence, product engineering, and operational AI maturity across industries.
Assess your AI infrastructure and production readiness in 5 minutes , with a free consulting call.
Compliant with
EU AI Act
NIST AI RMF
MAS FEAT
RBI Guidance
HIPAA
SR 11-7
Aligned with 6 regulatory frameworks. Trusted by risk leaders at regulated institutions.
Most Enterprises Deploy AI Faster Then They Can Operate It.
AI deployment is accelerating faster than operational maturity, creating performance failures, regulatory exposure, and growing technical debt across enterprise systems.
Models fail silently
Drift, data decay, and performance collapse go undetected until customers, regulators, or auditors find them first.
No line of sight into decisions
Credit denials, claim rejections, triage calls, tenant screenings — explainable to the regulator and the board? Usually not.
Audit trails don't exist
“Who approved this model, on what data, with what controls?” — the answer lives in three Jupyter notebooks and a Slack thread.
Compliance is a spreadsheet
EU AI Act, NIST AI RMF, MAS FEAT, SR 11-7 — tracked manually, reviewed quarterly, enforced never.
One Unified System. Every Model.Total Operational Control.
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.
Real-Time MLOps & Monitoring
Detect model drift, schema changes, and performance decay the moment they emerge in production pipelines.
Absolute Decision Auditability
Every AI-driven output is logged, explained, and fully traceable. Reproduce any model decision for any regulator, instantly.
Automated Regulatory Controls
We hardcode compliance. Map production models directly to EU AI Act, NIST AI RMF, and SR 11-7, automating approval workflows before deployment.
The Command Center
A unified dashboard for model inventory, risk tiers, and residual risk, built for CROs and CTOs who demand portfolio clarity.
Don't Start from Scratch. Build on Proven Architecture
Production ready AI accelerators built for regulated industries.
VEDA
Your data holds the answers.
VEDA transforms raw information into real-time intelligence through predictive analytics.
Know More
CORA
Built for builders, landlords, & investors.
Turn property ownership into a smarter simpler experience with automation and ROI insights
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TATVA
Smarter and faster hiring.
Make every hiring decision accurate, confident, and effortless with AI-driven assessments.
Know MorePioneering Sustainable Digitalization
Embark on a digital revolution with Samta.ai, where we seamlessly integrate Data Science & Analytics (DSA) & AI solutions to guide your business through transformative journeys.
Crafting 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.
Elite Engineering for Regulated Environments.
Discover
Data Discovery for AI Readiness
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.
Assure
AI Security & Trust Systems
Build AI systems you can trust. We design governance frameworks, security controls, and operational guardrails that protect innovation while enabling secure, scalable AI growth.
Transform
Technical Foundation for the AI Era
Upgrade your foundation for the AI era. We modernize legacy systems, integrate enterprise platforms, and deploy scalable architectures built for speed, resilience, and growth.
Analyze & Act
Decisive Intelligence
Move beyond static dashboards. We build intelligent systems that predict trends, trigger actions, and convert insights into automated execution for measurable business impact.
From AI Assessment to Governed Pilot, Without the 18-Month Wait.
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.
1
Assess
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.
2
Architect
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.
3
Build & Integrate
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.
4
Operate & Scale
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.
Instant PDF report across 7 AI dimensions. No commitment. We follow up within 24 hours.
Before You Scale AI, Know Where You Stand
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 .
Feature chips: 20 questions
5 minutes
Instant PDF report
AI Risk Assessment Template
Excel workbook with AI Governance template + Risk Assessment template, audit-ready and fillable.
Excel workbookAudit-readyFillable
Value$300
Why Leading Enterprises Engineer with Samta.ai
Governance by Design, Not Bolted On
Explainability, fairness thresholds, and audit trails are natively embedded into the code of every s...
Modern Data Stack Native
where your data already lives. Our systems natively integrate with Microsoft, Databricks, Snowflake,...
Human-Centred Engineering
Deep data science and product engineering discipline, anchored by human-centred design thinking. We ...
Blockchain Analytics Depth Infrastructure
From transaction graph intelligence to on-chain compliance monitoring, our blockchain analytics capa...
Agile Delivery at Enterprise Confidence
Specialist-firm agility. Global-integrator delivery standards. We run on sprint cycles that produce ...
Purpose-built for industries where an AI failure is a regulatory event.
Regulated
BFSI & Fintech
High-Stakes Decision Governance
Deploy and govern credit, fraud detection, trading AI, and blockchain analytics under strict SR 11-7, RBI, and MAS FEAT scrutiny.
Compliant
Healthcare
Clinical Accuracy & Privacy
Build diagnostic and claims processing systems under HIPAA and FDA-aligned frameworks with full decision auditability.
Ethical
Real Estate
Fair Lending & Automation
Deploy continuous monitoring for fair housing compliance and automated underwriting with defensible AI by design.
Accountable
Public Sector
Transparent & Accountable AI
Architect AI systems meeting the absolute highest standards of transparency, accountability, and public trust. Aligned with EU AI Act and NIST AI RMF.
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