See Neww.ai systems in action.

DEMO RUN · sandbox · read-only safe tool registry · cost-capped per run · rate-limited per visitor · same Postgres schema, same admin replay surface as production.

Domain workspace (44x)
  ├─ Domain UI + workflows
  ├─ Domain agents + tools
  └─ Domain APIs

Shared platform (1x)
  ├─ Identity + tenancy
  ├─ Memory + retrieval
  ├─ Agentic runtime
  ├─ Connectors + gateway
  ├─ Billing + usage
  └─ Admin observability

• Sign in once

  One identity across all 44 workspaces. SSO, role-mapped, tenant-isolated — no per-domain provisioning ritual.

• Remember everything

  Shared retrieval, embeddings, and workspace memory mean agents in CRM, Code, and Observability reason on the same context — not their own little walled garden.

• Run agents anywhere

  Tasks, runs, tool calls, approvals, schedules, retries — one engine. Build a workflow once, invoke it from any domain.

• Connect what you use

  OpenAI, Anthropic, Stripe, Salesforce, Plaid, FHIR, Shopify, and 50+ more from one connector registry. Add a connector once; every agent gets it.

• Bill on usage

  One invoice, one usage record, one budget. Track spend per agent, model, workflow, and customer — without pivot tables.

• Govern every run

  Approve risky actions before execution. Replay any run end-to-end. See costs, prompts, tool calls, and artifacts in /admin/agents.

• Ship 44 workspaces

  Each domain has its own focused UI, agents, and customer actions on top of the shared layer — depth where you need it, not a watered-down general assistant.

Most products add AI to a single tool. Neww.ai adds an operating layer across tools.

1. 01AgentTask

   Task

   A domain workspace emits a task with intent, context, and constraints.

   task.id = task_01HRXY7…
   domain = code-os
   intent = "Audit /admin routes for hydration errors"

2. 02AgentRun

   Run

   An agent loads workspace memory, picks a tool registry, and starts a long-running run.

   run.id = run_01HRXY7…
   agent = code-repair-agent
   context = workspace-memory + repo-snapshot
   status = "running"

3. 03AgentToolCall[]

   Tool calls

   Every model action becomes an audited tool call — approved tools only, all arguments + results recorded.

   tool.name = browser.navigate
   tool.args = { "url": "/admin/dashboard" }
   tool.result = { "console_errors": 2, "network_failures": 0 }

4. 04AgentApproval[]

   Approval

   Risky actions surface a human-in-the-loop gate — auditable and replayable.

   approval.required_for = file_write, db_migration
   approval.requested_at = 2026-05-18 14:32:11
   approval.status = "approved by mo"

5. 05AgentArtifact[]

   Artifact

   Files, PRs, diffs, queries, and reports are first-class artifacts attached to the run.

   artifact.type = pull_request
   artifact.url = "github.com/neww-ai/web/pull/4421"
   artifact.size = 12 files, +84 / −23

6. 06/admin/agents

   Admin replay

   Every run, every cost, every prompt, every tool call replayable in /admin/agents — across every domain.

   replay.cost = $0.34 (claude-sonnet-4.6)
   replay.tool_calls = 14
   replay.duration = 2m 03s

Same schema across Code, CRM, Observe, MLOps, Healthcare, and every other domain. One admin replay UI sees them all.

• Email

  Gmail

  Turn inbound emails into CRM tasks, follow-ups, summaries, and support tickets.

  Powers

  • Assistant
  • CRM
  • Marketing
  • Ops
  Connect Gmail

• Payments

  Stripe

  Turn payments, failed charges, invoices, and subscriptions into revenue workflows.

  Powers

  • Payments
  • Revenue
  • Finance
  Connect Stripe

• Code

  GitHub

  Turn issues, PRs, commits, and deployments into Code OS audit + QA workflows.

  Powers

  • Code
  • Ops
  • Observe
  Connect GitHub

• Analytics

  PostHog

  Turn product events into analytics insights and revenue actions.

  Powers

  • Analytics
  • Revenue
  • Marketing
  Connect PostHog

• CRM

  Salesforce

  Turn accounts, opportunities, and activities into agent-driven follow-ups and forecasts.

  Powers

  • CRM
  • Revenue
  • Marketing
  Connect Salesforce

• Healthcare

  FHIR

  Turn healthcare records into governed intake, lab review, and audit workflows.

  Powers

  • Healthcare
  • Health
  • Admin
  Connect FHIR

• Collaboration

  Slack

  Route incidents, approvals, and run artifacts to the right channel with full context.

  Powers

  • Ops
  • Observe
  • ITSM
  • Admin
  Connect Slack

• Commerce

  Shopify

  Turn orders, returns, and catalog into commerce + revenue workflows with admin replay.

  Powers

  • Commerce
  • Revenue
  • Payments
  Connect Shopify

Add a connector once — every Domain OS workspace gets it. The connector hub at /connectors shows what's wired and what each one unlocks.

• Status transparency

  Every domain advertises its current product state — Available Workflow, Interactive Demo, Connectable System, Enterprise Setup, or Launch Path. No nav-hiding, no inflated readiness claims.

  Domain status

• Admin observability

  Every agent run, tool call, approval, cost, and artifact is inspectable in /admin/agents — across every domain on the same schema.

  Open /admin/agents

• Human approval gates

  Risky actions surface an approval before they execute. Approvals are audited, attributable, and replayable.

  Agentic layer

• Connector status

  Integrations clearly show connected, needs setup, failed, or unavailable. Setup flows guide users to the next concrete step.

  Connector hub

• QA evidence

  Launch-critical routes carry browser QA, screenshots, console, and network captures in docs/audits/ — not vibes.

  Per-domain evidence

• Safe claims

  If a system is not actually wired, the surface says so. Honest-degradation envelopes flag provider keys, gates, and live versus simulated state.

  Provider readiness