One agent builds the system every team needs — then runs it
Describe how your operations, data, finance, or engineering work actually runs. Panaptic's agent builds the integrations, code libraries, and apps for that domain, then wires them into tasks you run anywhere from fully user-operated to fully autonomous. The agent that builds your system is the same one that runs it.
Data & Analytics
Data work is more than ETL — it's finding sources, handling format mismatches, validating quality, and making judgement calls. Describe the pipeline and Panaptic's agent builds it: connections to your sources, typed TypeScript code libraries for the transforms, and apps to inspect results. It runs replay-safe on every integration boundary, so a retry never double-writes, and you keep humans on the judgement calls.
Pipelines the agent authors and types
Describe the flow and the agent builds connections to each source plus typed code libraries for the SQL and TypeScript transforms — verified against real API responses before the contracts are committed, not vibe-coded.
Reports generated end to end
The agent pulls from every connected source, analyses with the model your org chose, and builds an app to render formatted reports. Run it on a schedule fully autonomously, or in CoPilot mode to approve the figures before they ship.
Quality monitoring with human-reviewed fixes
The agent builds checks against your data tables and flags anomalies. Remediation runs at the autonomy you set — auto-correct the routine, route the ambiguous to a human at a confirmation gate, audit every change afterwards.
A queryable store, not a prompt window
State lives in the Task Store, a typed, path-addressable, version-tracked store the agent can query by path — so analysis works against structured, addressable data instead of whatever fits in the context window.
Finance & Payments
Reconciliation, invoice processing, and subscription lifecycle involve sensitive data and awkward edge cases. Describe the work and Panaptic's agent builds the connections to Stripe, your accounting system, and bank feeds, plus typed code libraries holding your matching logic and apps for review. Routine runs autonomously; exceptions stop at confirmation gates; every action is signed and exportable to your observability stack.
Reconciliation logic, authored and typed
The agent builds connections to Stripe, your ledger, and bank records, plus a typed code library holding your matching rules. It runs reconciliation autonomously and surfaces only the unmatched items for a human to resolve.
Invoice processing with approval gates
The agent extracts invoice data, validates against purchase orders in your Custom Data tables, and routes for sign-off. In CoPilot mode no payment-affecting step fires until a human approves at the gate.
Subscription lifecycle, replay-safe
The agent builds and runs the lifecycle tasks against your billing connection. Because execution re-runs deterministically on each integration boundary, a retry can't charge or refund twice — non-idempotent operations only fire once.
Audit by construction
Every action is signed by its actor — user, agent, or system — with operation, inputs, and timestamp. The audit log is the kernel itself, not a bolt-on, and exports over OpenTelemetry to GCP, Datadog, Honeycomb, or Grafana.
IT & Engineering
Incident response, API testing, and provisioning span many platforms and approval gates. Describe the work and Panaptic's agent builds it: connections to any OpenAPI, GraphQL, HTTP, or A2A service, typed code libraries for the logic, and apps your team drives. Because the agent sees the same typed operation catalogue your team does, it can't invoke endpoints that don't exist — and every run is audited by construction.
Integration testing against real contracts
Point the agent at a vendor's OpenAPI or GraphQL spec and it generates the full typed operation surface in one config pass, then proves auth with a live test call rather than trusting the docs. It runs scenarios against the real contract, validates results into Custom Data, and builds an app to report them — autonomously in CI or step-by-step on demand.
Incident response runbooks, built and run
The agent builds connections to your logging, metrics, and paging tools, correlates events, and drafts an incident summary. Run it autonomously for first response, or with gates before any remediation touches production.
Provisioning with configurable gates
The agent builds multi-step provisioning tasks across your cloud connections and runs them at the autonomy you choose — fully autonomous for routine setup, approval-gated for anything that changes access or spend.
Admin as a callable surface
Panaptic's own admin — users, orgs, access rules, scheduling, usage — is exposed as system connections callable like any integration. The agent can provision a workspace or set access the same way it calls your APIs, all of it logged.
Operations & Customer Success
Your ops and CS teams jump between CRM, billing, support tools, and spreadsheets all day. Describe that work and Panaptic's agent builds it: connections to each system, typed code libraries holding your triage and onboarding logic, and apps your team clicks through. Then it wires those pieces into tasks you run manually, with approval gates, or fully autonomously — same task definition, only the autonomy dial moves.
Support triage that builds its own routing
Describe how requests should be classified and the agent builds connections to your support and billing systems plus a typed code library holding your routing rules. Run it autonomously to triage and enrich every ticket, with confirmation gates on anything customer-facing.
Onboarding apps, authored live
The agent builds a Web Widget your CS team clicks through to provision new customers across every connected system, backed by code libraries and your own data tables. Each step runs at the autonomy you set — human-driven for high-touch accounts, agent-driven for the rest.
Escalations with full context
The agent gathers context across every connected system, drafts a response, and presents the complete picture for review. In CoPilot mode nothing sends until a human approves at the confirmation gate; every action is signed by its actor in the audit log.
Your own customer data, structured
Define the tables your operations actually need and the agent stands them up as Custom Data on your org's own database, with CRUD and SQL ready for tasks and apps. No separate Airtable or spreadsheet to keep in sync.
Don't see your exact workflow?
There's no fixed template list. Describe the work in plain language and the agent builds the connections, typed code libraries, and apps to run it — at the autonomy you choose. Talk to us about a guided rollout.