Decision systems that connect tools, teams, and outcomes.
Ishanya builds agentic AI systems that make informed decisions, automate code reviews, and orchestrate tools through MCP servers. We focus on governance, observability, and meaningful output generation so you can trust every action.
What you gain
- Automated code reviews with consistent policy enforcement
- MCP server setup for tool routing and secure access
- Agentic decision making with audit trails
- Human-in-the-loop approvals where needed
Agent + MCP architecture built for production.
We design multi-agent workflows that connect to codebases, data platforms, and runtime systems. MCP servers provide a standardized gateway for tool access and decision routing, enabling high-confidence automation.
Key components
- Agent orchestration and policy control
- Tool registries and least-privilege access
- Observability, metrics, and incident replay
- Outcome validation and escalation paths
Agent context is built from repositories, internal APIs, and live signals.
Tool access is routed through least-privilege controls and approval rules.
Decisions execute safely with logs, metrics, and replayability built in.
Where agentic automation delivers immediate ROI
Automated Code Reviews
Enforce standards, detect regressions, and provide actionable feedback instantly.
Continuous Release Gates
Agents validate deployments using tests, infra checks, and policy rules.
Operational Intelligence
Summaries, incident triage, and action recommendations from real-time telemetry.
Documentation Generation
Generate clear documentation with aligned technical and business context.
Decision Support
Agents propose decisions using tool outputs, with human approvals when required.
Governed Tooling
Secure, auditable access to internal APIs, data, and infrastructure tools.
What we implement
- MCP server configuration and tool exposure
- Agent frameworks aligned to your workflows
- Automated code review pipelines
- Decision policies, guardrails, and escalations
- Metrics, dashboards, and quality scoring
Why teams choose Ishanya
- Reduced review time without compromising quality
- Improved developer feedback loops
- Clear audit trails for every decision
- Scalable automation that complements your DevOps stack
- Integration with existing data platforms and AWS infrastructure
Ready for an agentic pilot?
We will map your workflows and deliver a production-ready MCP + agent system.
Email: info@ishanyatech.com
Phone: +916366941230