Skip to content

fix(managed_agents): render outputs on docs site, retitle multiagent #600

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
markn-ant merged 1 commit into from
May 6, 2026
Merged

fix(managed_agents): render outputs on docs site, retitle multiagent #600

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
116 changes: 22 additions & 94 deletions managed_agents/CMA_coordinate_specialist_team.ipynb
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
"id": "2b516b4b",
"metadata": {},
"source": [
"# Building a Sales Proposal with a Heterogeneous Agent Team\n",
"# Multiagent: coordinate a specialist team\n",
"\n",
"We'll use Claude Managed Agents and the multi-agent coordinator pattern to automate sales-proposal writing for a fictional company called Northstar, which sells a workflow-automation platform to mid-market operations teams.\n",
"\n",
Expand Down Expand Up @@ -563,7 +563,7 @@
"source": [
"## 5. Read the proposal\n",
"\n",
"Finally, let's render the assembled proposal. The coordinator wrote it to `proposal.md` with the `write` tool, so we'll find that event in the log and display it.\n"
"Finally, let's pull the assembled proposal. The coordinator wrote it to `proposal.md` with the `write` tool, so we'll find that event in the log and look at the sections it produced. Print `proposal` itself if you want to read the full document."
]
},
{
Expand All @@ -580,107 +580,35 @@
},
"outputs": [
{
"data": {
"text/markdown": [
"# Northstar Platform — Proposal for Meridian Health\n",
"\n",
"**Prepared for:** Meridian Health Leadership | **Date:** May 2026 | **Prepared by:** Northstar Sales Team\n",
"\n",
"---\n",
"\n",
"## Executive Summary\n",
"\n",
"Meridian Health is navigating the same pressures facing every regional health system today: tightening reimbursements, a workforce stretched thin by administrative burden, and a compliance landscape that just got harder with the 2026 HIPAA Security Rule overhaul. Meanwhile, hundreds of disconnected applications across your sites create manual hand-offs, slow down revenue cycle processes, and pull clinical and operations staff away from higher-value work.\n",
"\n",
"Northstar is a workflow automation platform built for exactly this moment. We help operations teams consolidate fragmented systems into streamlined, auditable workflows — reducing costs, accelerating cycle times, and giving staff hours back in their day. For a system of Meridian's size and complexity, the impact is measurable within weeks, not quarters.\n",
"\n",
"---\n",
"\n",
"## How We Help\n",
"\n",
"**Northstar Platform** is a workflow automation platform purpose-built for mid-market operations teams.\n",
"\n",
"| Capability | What It Means for Meridian |\n",
"|---|---|\n",
"| **Visual Process Builder** | Operations leads design and modify workflows without writing code — no IT bottleneck for every change. |\n",
"| **200+ SaaS Connectors** | Connect your EHR, billing, scheduling, credentialing, and communication tools into unified, automated flows. |\n",
"| **Role-Based Approvals** | Route decisions to the right person at the right level — critical for clinical and financial sign-offs. |\n",
"| **SOC 2 Type II Certified** | Enterprise-grade security posture aligned with HIPAA requirements and the incoming 2026 rule changes. |\n",
"\n",
"**Typical results across our customer base:** 40–60% reduction in manual ticket handling, with teams launching their first production workflow within 3 weeks of kickoff.\n",
"\n",
"---\n",
"\n",
"## Proof — Results from Healthcare Organizations Like Yours\n",
"\n",
"### St. Clair Health — Regional Hospital Network, 6,200 Employees\n",
"\n",
"St. Clair Health used Northstar to consolidate credentialing and prior-authorization workflows from **11 fragmented systems into 3 automated end-to-end processes**.\n",
"\n",
"- **58% faster** prior-auth turnaround\n",
"- **$1.9M annual labor savings**\n",
"\n",
"St. Clair's profile — a regional hospital network managing complex, compliance-sensitive operations across multiple sites — closely mirrors Meridian's environment. Their results demonstrate what's possible when disconnected manual processes are replaced with governed, automated workflows.\n",
"\n",
"### BlueRidge Health Plan — Regional Health Plan, 2,800 Employees\n",
"\n",
"BlueRidge deployed Northstar to automate claims-adjudication exception routing that had relied on email queues and heavy manual rework.\n",
"\n",
"- Manual rework rate dropped from **19% → 6%**\n",
"- Average claim resolution accelerated by **11 days**\n",
"\n",
"Faster claim resolution on the payer side translates directly to faster reimbursement for provider organizations like Meridian — and the admin-burden reduction story resonates across both sides of the healthcare ecosystem.\n",
"\n",
"---\n",
"\n",
"## Investment — Three Options for 600 Seats, Heavy Usage\n",
"\n",
"| | **Flexible (Monthly)** | **Standard (Annual)** | **Enterprise (Annual)** ★ |\n",
"|---|---|---|---|\n",
"| **Per seat/month** | $84.50 | $67.60 | $57.20 |\n",
"| **Platform fee** | — | — | $48,000/yr |\n",
"| **Year-one total** | **$608,400** | **$486,720** | **$459,840** |\n",
"| **Savings vs. monthly** | — | $121,680 (20%) | $148,560 (24%) |\n",
"| **Support** | Email/chat (business hrs) | Priority queue | Dedicated + named CSM |\n",
"| **Onboarding** | Standard | Standard | Enterprise workshops + workflow design |\n",
"| **Commitment** | None | 12-month | 12-month |\n",
"\n",
"> **★ Recommended:** The Enterprise tier is the best fit for a deployment of Meridian's scale. Despite the platform fee, the per-seat savings make it the lowest total cost — while adding a named Customer Success Manager to guide a complex, multi-site rollout across your 8,500-employee organization. For context, St. Clair Health runs on this tier.\n",
"\n",
"---\n",
"\n",
"## Next Steps\n",
"\n",
"1. **Discovery workshop (60 min)** — Map Meridian's top 2–3 workflow pain points with our solutions team.\n",
"2. **Pilot scope agreement** — Select one high-impact workflow (e.g., prior-auth, credentialing, or claims exception routing) for a 3-week proof-of-value.\n",
"3. **Business case review** — We'll model projected savings specific to Meridian's volume and current cost structure.\n",
"4. **Security & compliance review** — Our team will walk through SOC 2 documentation, BAA execution, and HIPAA alignment with your IT/security stakeholders.\n",
"\n",
"**Ready to start?** Let's schedule the discovery workshop. We'll come prepared with a draft workflow map based on what we've learned from St. Clair and other regional health systems.\n",
"\n",
"---\n",
"\n",
"*Northstar Platform — Automate the work around the work.*\n"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
"name": "stdout",
"output_type": "stream",
"text": [
"# Northstar Platform — Proposal for Meridian Health\n",
"## Executive Summary\n",
"## How We Help\n",
"## Proof — Results from Healthcare Organizations Like Yours\n",
"### St. Clair Health — Regional Hospital Network, 6,200 Employees\n",
"### BlueRidge Health Plan — Regional Health Plan, 2,800 Employees\n",
"## Investment — Three Options for 600 Seats, Heavy Usage\n",
"## Next Steps\n"
]
}
],
"source": [
"from IPython.display import Markdown, display\n",
"\n",
"proposal = \"\"\n",
"for ev in client.beta.sessions.events.list(session.id, limit=1000, betas=BETAS):\n",
" if (\n",
" ev.type == \"agent.tool_use\"\n",
" and ev.name == \"write\"\n",
" and ev.input[\"file_path\"].endswith(\"proposal.md\")\n",
" ):\n",
" display(Markdown(ev.input[\"content\"]))\n",
" break"
" proposal = ev.input[\"content\"]\n",
" break\n",
"\n",
"# Show the section structure rather than the full proposal.\n",
"for line in proposal.splitlines():\n",
" if line.startswith(\"#\"):\n",
" print(line)"
]
},
{
Expand Down
Loading
Loading