# AI agents that build, monitor, and heal your integrations > AgentCosmos brings 14 AI agents into CINTAP Orbit: MAPR AI mapping, dashboard intelligence, document extraction, and an MCP Agent Gateway for Claude and Cursor. Source: https://cintaporbit.com/agentcosmos Site guide: https://cintaporbit.com/llms.txt 14 purpose-built AI agents embedded across the Orbit platform, led by Kepler, the super agent that answers from your live tenant, and Nova, its build specialist. Every output is validated by execution before it reaches you. Included with the platform — zero extra cost. ## Kepler understands the work. Nova builds it. MAPR AI maps it. One engine, one continuous experience. Ask Kepler anything about your live Orbit; when the request becomes a build, Kepler launches Nova, and Nova hands the mapping to MAPR AI, which drafts and dry-runs it before anything is promoted. ### Kepler Orbit's super agent Ask anything, or have it built. Kepler answers from live tenant data, runs flows with your payload, publishes real PDF and Excel deliverables, runs on a schedule, and pauses for confirmation before anything risky. - Live tenant answers - Flow runs - Artifacts - Automations - Confirmation gates ### Nova Kepler's build specialist Describe what should flow where. Nova assembles partners, connections, message types, MAPR AI mappings, and process flows on a live rail, reusing what exists, flagging duplicates, and waiting for your yes before activation. - Whole integrations - Live build rail - MAPR AI inside - Deep-linked results - Gated activation ### MAPR AI The mapping engine Industry-first agentic mapping. Give it two sample payloads and a sentence of intent; it builds the complete rule set, dry-runs every rule against your data, and keeps promotion behind human review. - Two samples in - Complete rule sets - Dry-run validated - Any format - Human approved ## Meet the agents powering Orbit Each agent is purpose-built for a specific integration task. They work within your existing workflows — no separate agent builder or marketplace needed. ### MAPR AI Builds complex maps by running dry-runs and applying templates automatically with zero technical verification. ### Desk Pilot Answers questions about your system integrations using natural language, business logic, execution traces, and warehouse schemas. ### Doc Insights Extracts business logic summaries from standard documentation, partner site rules, schemas, and unmapped sheets. ### Schedule Assistant Optimizes your execution slots and schedules based on partner peak hours, SLA metrics, and historical runs. ### API Architect Deep-scans your integrations for vulnerability leaks, authentications, expired certs, and validation holes. ### Filter Assistant Stands between noisy external inputs and your core DB to filter junk, duplicate payloads, or malformed transactions. ### Expression Assistant Translates plain-English logical criteria into precise scripting formulas, validation scripts, and custom rules. ### IDP Chat Ingests PDF and paper docs via AI-guided OCR to safely map structured values into standard outbound payloads. ## AI speed with production controls AgentCosmos is built for integration teams who need the speed of automation without turning operational workflows into a black box. Govern safely with explicit boundaries, robust logs, and approvals. ### Tenant-scoped tools Agents function strictly within user boundaries without cross-leakage hazards. ### Human-approval gates Sensitive deployments always pause for active operator sign-off before running. ### Audit-ready activity Every single change is logged cleanly for enterprise review and SOC2 readiness. ### Production-safe runs Safe sandboxed testing ensures zero performance drop on live partner feeds. ## Agents that deliver verified artifacts, not suggestions Most platforms return "AI-suggested" code you still have to verify manually. Orbit agents execute, validate, and only then present the result. ### Validated by execution AI-assisted mapping drafts rules, runs dry tests, and keeps reviewers in control. ### Zero extra cost AI-assisted mapping drafts rules, runs dry tests, and keeps reviewers in control. ### Multi-LLM architecture AI-assisted mapping drafts rules, runs dry tests, and keeps reviewers in control. ### Agent gateway (MDP) Securely connect Claude, Gemini, or custom enterprise agents to your host environment utilizing our robust Model Delivery Protocol. ## Connect any AI agent to your integration platform The Agent Gateway exposes your Orbit tenant as a governed Model Context Protocol (MCP) host. Connect Claude, ChatGPT, or custom agents seamlessly. Ask your AI assistant to check a payload, debug, or build new flows. - Integrates natively with major workflow hubs - Secured by SOC2, ISO27001 standard protocols - Simple API setup under 5 minutes ## Why AgentCosmos is different Most platforms return "AI-suggested" code you still have to verify manually. Orbit agents execute, validate, and only then present the result. ### Validated by execution Every agent outcome is verified against live execution environments — not just static logic rules. Scheduled runs are validated on-sandbox before committing. ### Zero extra cost All AI agents are natively built into the platform's core plan. No variable credit tokens, no modular surcharges, and unlimited processing runs. ### Multi-LLM architecture Only the best model is picked for each distinct task — OpenAI, Claude, or custom LLMs — dynamically routed to avoid single-model bottlenecks. ### Agent gateway (MDP) Securely connect Claude, Gemini, or custom enterprise agents to your host environment utilizing our robust Model Delivery Protocol. ## AgentCosmos vs. the competition Compare our key governance capabilities against legacy file storage platforms. ## GET STARTED NOW14 agents in the platform. Zero extra SKUs. Start your 30-day free trial and experience AgentCosmos on your first live integration. Or speak with an engineer about custom LLM architectures. ## Links on this page - [Meet Kepler](https://cintaporbit.com/apps/kepler) - [Get started free](https://cintaporbit.com/register) - [Nova Kepler's build specialistDescribe what should flow where. Nova assembles partners, connections, message types, MAPR AI mappings, and process flows on a live rail, reusing what exists, flagging duplicates, and waiting for your yes before activation.Whole integrationsLive build railMAPR AI insideDeep-linked resultsGated activationMeet Nova ↗](https://cintaporbit.com/apps/nova) - [MAPR AI The mapping engineIndustry-first agentic mapping. Give it two sample payloads and a sentence of intent; it builds the complete rule set, dry-runs every rule against your data, and keeps promotion behind human review.Two samples inComplete rule setsDry-run validatedAny formatHuman approvedMeet MAPR AI ↗](https://cintaporbit.com/apps/mapr-ai) - [Explore connectors](https://cintaporbit.com/connectors) - [Security details](https://cintaporbit.com/platform#security) - [Book a Demo](https://cintaporbit.com/book-a-demo) - [Talk to integration specialist](https://cintaporbit.com/contact)