
MAPR AI
Builds complex maps by running dry-runs and applying templates automatically with zero technical verification.
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.
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.
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.
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.
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.
Each agent is purpose-built for a specific integration task. They work within your existing workflows — no separate agent builder or marketplace needed.

Builds complex maps by running dry-runs and applying templates automatically with zero technical verification.

Answers questions about your system integrations using natural language, business logic, execution traces, and warehouse schemas.

Extracts business logic summaries from standard documentation, partner site rules, schemas, and unmapped sheets.

Optimizes your execution slots and schedules based on partner peak hours, SLA metrics, and historical runs.

Deep-scans your integrations for vulnerability leaks, authentications, expired certs, and validation holes.

Stands between noisy external inputs and your core DB to filter junk, duplicate payloads, or malformed transactions.

Translates plain-English logical criteria into precise scripting formulas, validation scripts, and custom rules.

Ingests PDF and paper docs via AI-guided OCR to safely map structured values into standard outbound payloads.
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.
Agents function strictly within user boundaries without cross-leakage hazards.
Sensitive deployments always pause for active operator sign-off before running.
Every single change is logged cleanly for enterprise review and SOC2 readiness.
Safe sandboxed testing ensures zero performance drop on live partner feeds.
Most platforms return "AI-suggested" code you still have to verify manually. Orbit agents execute, validate, and only then present the result.
AI-assisted mapping drafts rules, runs dry tests, and keeps reviewers in control.
AI-assisted mapping drafts rules, runs dry tests, and keeps reviewers in control.
AI-assisted mapping drafts rules, runs dry tests, and keeps reviewers in control.
Securely connect Claude, Gemini, or custom enterprise agents to your host environment utilizing our robust Model Delivery Protocol.
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.
Most platforms return "AI-suggested" code you still have to verify manually. Orbit agents execute, validate, and only then present the result.

Every agent outcome is verified against live execution environments — not just static logic rules. Scheduled runs are validated on-sandbox before committing.

All AI agents are natively built into the platform's core plan. No variable credit tokens, no modular surcharges, and unlimited processing runs.

Only the best model is picked for each distinct task — OpenAI, Claude, or custom LLMs — dynamically routed to avoid single-model bottlenecks.

Securely connect Claude, Gemini, or custom enterprise agents to your host environment utilizing our robust Model Delivery Protocol.
Compare our key governance capabilities against legacy file storage platforms.
Start your 30-day free trial and experience AgentCosmos on your first live integration. Or speak with an engineer about custom LLM architectures.