Production-Ready AI Agents
Use Cases AcrossIndustries
See how Prajvis transforms AI agents from demos into production-ready co-workers with identity, storage, sandbox, and observability built in.
Secure Identity Unified Storage On-Demand Sandbox Full Observability
SRE Co-worker
Proactive infrastructure debugging and management
1
Morning Standup:Connects to Jira and GitHub, summarizes PR status and blocking issues on Slack.
2
Incident Response:Uses the Prajvis Sandbox to authenticate into Kubernetes, runs kubectl commands, and fetches logs.
Why Prajvis?
Sandbox:Secure, isolated terminal to run kubectl commands without endangering developer machines.
Identity:Agent uses its own audited credentials, you know exactly which agent performed each action.
M&A Diligence Auditor
Secure processing of thousands of sensitive documents
1
Data Ingestion:Upload 5,000+ contracts into Prajvis Storage. Documents are automatically chunked and indexed for search.
2
Risk Analysis:Semantic search across private knowledge base to identify critical clauses like 'Change of Control'.
Why Prajvis?
Identity & Audit:In M&A, who saw the data matters. Every document access is logged for compliance.
Storage:Integrated storage with semantic search. No need to spin up separate infrastructure.
Competitor Watchdog
24/7 monitoring of visual and textual market changes
1
Visual Monitoring:Every morning, spins up a Headless Browser to visit 20+ competitor pricing pages.
2
Analysis:Takes screenshots, extracts pricing tables, compares against historical data in Storage.
Why Prajvis?
Sandbox (Browser):Full browser environment for accurate rendering of JavaScript-heavy sites. Not possible with standard chat bots.
Storage:Persistent object storage for historical screenshots and competitive intelligence.
Onboarding Orchestrator
Automated hiring workflows so humans focus on culture
1
Trigger:Candidate marked 'Hired' in the Applicant Tracking System triggers the workflow.
2
Provisioning:Creates email (Google Workspace), Slack invites, Notion seats, and other SaaS accounts.
Why Prajvis?
Dual Identity:Acts on behalf of HR manager while maintaining its own audit trail for admin account creation.
Tools:Host custom scripts (MCP servers) to connect to bespoke internal HR tools.
Quantitative Analyst
Write and execute code to analyze market data
1
Data Gathering:Analyze correlations between stock prices and geopolitical events on command.
2
News Scraping:Uses Browser to scrape recent news articles from financial outlets.
Why Prajvis?
Sandbox (Terminal):Install packages and run Python code securely. Not possible in standard LLM chat windows.
Storage:Agent keeps data and scripts in persistent storage, allowing iterative analysis without restarting.
Healthcare Compliance Assistant
Patient documentation with regulatory compliance
1
Patient Check-in:Scan patient ID to fetch consent-based history from connected health information systems.
2
Transcription:Doctor dictates notes in any language, agent transcribes and translates to standardized medical terminology.
Why Prajvis?
Identity:Agent operates with specific 'Data Processor' identity linked to facility license for liability audit.
Storage:Patient data processed and stored in compliant regions with proper data localization.
Benefits Enrollment Officer
Field-agent co-worker for 100% program coverage
1
Data Analysis:Query beneficiary data to identify regions with lowest program enrollment, generate heatmaps.
2
Verification:Cross-reference potential beneficiaries against property and income databases for eligibility.
Why Prajvis?
Sandbox:Navigate legacy government portals with CAPTCHAs to fetch real-time verification data.
Storage:Persistent context of demographic data. No need to re-upload data each session.
Predictive Maintenance Engineer
Monitor IoT sensors on critical infrastructure
1
Monitoring:Ingest IoT sensor data from bridges, highways, and utilities, detect anomalous patterns.
2
Analysis:Run structural engineering Python simulations against design blueprints stored in Storage.
Why Prajvis?
Tools:Run heavy computational simulations on demand without crashing user machines.
Observability:Full trace (sensor → simulation → decision) saved to justify maintenance dispatch decisions.
Smart City Simulator
Co-worker for planners designing layout approvals
1
Ingestion:Developer submits layout plans. CAD files and compliance PDFs ingested into Storage.
2
Regulation Check:Checks plans against zoning rules (setbacks, FAR, green cover), flags violations.
Why Prajvis?
Storage:Complex CAD files and lengthy by-laws require robust storage and retrieval.
Sandbox:Run proprietary simulation executables in secure, isolated OS environments.
Ready to Build Your Agent?
Whether you're a non-technical user creating agents interactively or a developer seeking full control, Prajvis provides the complete runtime for production AI agents.