Building the Autonomous Enterprise —
One Agent at a Time

GSaralCloud is actively developing a portfolio of AI agents and agentic workflows. Our MRA Platform is live and in production. Across cloud, healthcare, legal and more — domain-specific agents are in active development. We are open to building for any industry, any use case.

🟢 MRA Platform — Live IT & Cloud Ops Healthcare Legal FinOps DevSecOps Open for Any Domain
Where We Are

Our Agentic AI Journey

We are builders first. Our approach is to ship a production agent, learn from it in the real world, then carry that knowledge into every new domain we take on. We are early — and intentionally so.

01
Production Agent Live
Our AI-powered MRA (Migration Readiness Assessment) Platform is in active production — orchestrating eight specialist agents that assess, model, and generate board-ready cloud migration roadmaps. Real clients. Real outputs. Real savings.
02
Domain Agents in Development
We are actively building domain-specific agents for IT & Cloud (DevSecOps, FinOps), Healthcare (Patient Assistant, Fertility Consultation), and Legal (Document Analyzer). Each is being designed ground-up for the specific workflows and compliance requirements of its industry.
03
Open for Assignment
We do not limit ourselves to a fixed catalogue. If your organisation has a complex, multi-step workflow that currently requires expert human attention — that is exactly the type of problem we want to take on. Bring us your domain; we will build the agent.
Flagship Production Agent

MRA Platform — Live and Delivering

The GSaralCloud MRA Platform is our proof of concept made production. It demonstrates what a well-designed multi-agent system can accomplish on a problem that once required weeks of expert consulting time.

In Production

AI-Powered Migration Readiness Assessment

A DOE-framework orchestrated system of eight specialist AI agents that ingest workload discovery data, model three-year TCO scenarios at workload granularity, classify every workload across the 7Rs, sequence migration waves by risk and business criticality, map regulatory controls, run gap analysis, and produce a complete board-ready MRA deliverable — autonomously.

487 Workloads processed
8 Specialist agents
Days Not weeks
Agent Roster
Discovery & Classification Agent
Financial Model Agent
Security Posture Agent
Wave Planner Agent
License Compliance Agent
Gap Analysis Agent
Data Migration Sizer
Regulatory Mapping Agent
Agents in Active Development

Domain-Specific Agent Portfolio

Every agent below is being designed to handle the full complexity of its domain — not just answer questions, but orchestrate multi-step processes, call specialist tools, comply with domain regulations, and produce structured, actionable outputs.

☁️ IT & Cloud Operations
DevSecOps Workflow Agent
In Development
Automates the security review gate in CI/CD pipelines. Scans code commits, container images, and IaC templates for vulnerabilities; raises PRs with remediation suggestions; blocks deployments on critical findings — without human intervention.
AWS CodePipelineAmazon InspectorTrivyBedrock
FinOps Optimisation Agent
In Development
Continuously monitors AWS cost and usage data, identifies waste (idle resources, over-provisioned instances, unattached volumes), models Savings Plan and Reserved Instance opportunities, and produces weekly optimisation briefings with one-click remediation.
AWS Cost ExplorerCompute OptimizerLambdaBedrock
Cloud Operations Agent
POC Phase
Monitors CloudWatch alarms, correlates alerts across services, diagnoses root cause using runbook knowledge, and either auto-remediates or escalates with a structured incident report — reducing mean time to resolve for Level 1 incidents.
CloudWatchSystems ManagerEventBridgeBedrock Agents
🏥 Healthcare & Life Sciences
Patient Assistant Agent
In Development
A HIPAA-aware conversational agent that handles appointment scheduling, symptom triage, pre-visit preparation, and post-discharge follow-up — integrating with hospital EHR systems and maintaining full audit trails for clinical governance.
Amazon BedrockHL7 FHIRAmazon ConnectHIPAA
Fertility & IVF Consultation Agent
In Development
A specialist agent for fertility clinics that answers patient questions on IVF protocols, medication schedules, and procedure preparation using clinic-specific knowledge bases — providing 24/7 support while escalating complex clinical questions to treating physicians.
Bedrock Knowledge BaseRAGAmazon LexGuardrails
Clinical Documentation Agent
POC Phase
Listens to physician-patient conversations, generates structured clinical notes in real time, maps observations to ICD-10 codes, and submits drafts to EHR systems — reducing documentation burden by an estimated 60%.
Amazon Transcribe MedicalBedrockICD-10HL7
⚖️ Legal & Compliance
Legal Document Analyzer
In Development
Reviews contracts, NDAs, and legal agreements at scale. Extracts key clauses, identifies non-standard terms, flags risk, compares against standard templates, and produces a structured clause-by-clause risk summary — in minutes, not days.
Amazon BedrockClaudeKnowledge BasesS3
Regulatory Compliance Agent
POC Phase
Maps organisational policies and controls against regulatory frameworks (GDPR, RBI, SEBI, HIPAA, ISO 27001). Identifies gaps, tracks remediation, and generates audit-ready evidence packs on demand.
BedrockAmazon KendraLambdaDynamoDB
🏦 Banking, Financial Services & Insurance
AI Claims Processing Agent
POC Phase
Ingests claim documents, validates against policy terms, checks for fraud signals, requests missing information autonomously, and routes complex cases to human adjusters with a structured pre-assessment — accelerating straight-through processing rates.
Amazon TextractBedrockSageMakerStep Functions
Credit Risk Intelligence Agent
POC Phase
Aggregates financial statements, credit bureau data, and market signals to produce structured credit risk summaries for relationship managers — synthesising what would take a junior analyst two days in under 10 minutes.
BedrockAuroraLambdaAPI Gateway
Open for Assignment

Your Domain. Our Agents.

We do not limit ourselves to a fixed catalogue of use cases. If your organisation operates a complex, expert-driven workflow — one that currently depends on skilled professionals spending hours on repeatable tasks — we want to hear from you. We will design, build, and deploy the agent.

🏗️ Manufacturing & Industry 🚚 Logistics & Supply Chain 🎓 Education & EdTech 🛒 Retail & E-Commerce 🏛️ Government & Public Sector 🔬 Research & Life Sciences 📡 Telecom & Media + Any Domain
Bring Us Your Use Case →