Blog

Please follow us on

Prasad Thammineni and Sachin Gangupantula of Agentman (Chain of Agents) featured on the Bridging Healthcare Gaps podcast hosted by Tyler Lo.
Newsroom

Bridging Healthcare Gaps (YouTube): Why Agentic Healthcare Matters — Real-World Use Cases, Risks, and Opportunities

Agentman's Prasad Thammineni and Sachin Gangupantula joined Tyler Lo on the Bridging Healthcare Gaps podcast to explain why agentic AI matters for independent specialty practices — from eligibility verification that protects $50K–$80K per physician per year to the agent-skills flywheel, plus the governance and risk questions that come with clinical AI.

Debby Wang1 min read
Read more
Prasad Thammineni, Founder & CEO of Agentman (Chain of Agents), featured on Catalyst by Camber Creek podcast.
Prasad Thammineni

Podcast by Camber Creek: The Man Who Helped Salesforce Prepare for the AI Era Has Advice for the Rest of Us

AI agents won't replace knowledge workers — they'll reinvent them. In a conversation on Camber Creek's Catalyst podcast, Agentman founder Prasad Thammineni explains why human adoption, not technology, is the real bottleneck, and how anyone can join the 1% by becoming an \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\"Intelligence Architect.\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\"

Newsroom
Diagram of a governed AI agent connected to four pillars: audit trail logging, source citations, access controls, and information barriers, for regulated healthcare and finance.
Debby Wang

Governance-First AI: Why Audit Trails, Citations, and Access Controls Aren't Optional in Regulated Industries

Why AI audit trails, citations, and access controls aren't optional in regulated healthcare and PE — the governance-first architecture explained, with 2025–2026 data.

Agent Skills
Flat geometric illustration of a healthcare network flywheel: six independent specialty practice nodes connected in a clockwise loop around a central intelligence hub, in Agentman's terracotta and cream palette
Debby Wang

The Healthcare Network Flywheel: How Every Claim a Specialty Practice Processes Makes Every Other Practice Smarter

Healthcare AI has a unique network effect that no horizontal SaaS company can replicate: when one independent specialty practice's eligibility verification agent encounters a new payer denial pattern, every practice on the platform inherits the learned pattern the same day. The Healthcare Intelligence Layer is shared infrastructure for back-office automation — and the 2025–2026 denial economics make it the most durable moat in vertical healthcare AI.

Healthcare
Side-by-side illustration: a torn dollar bill collecting $0.60 with fragments labeled Eligibility, Prior Authorization, Documentation, and Denial Recovery, contrasted with an intact dollar bill collecting $1.00 after applying agent skills.
Debby Wang

From Eligibility to Appeal: The Full Revenue Cycle, Automated

Independent specialty practices collect roughly 60 cents on every gross dollar billed because revenue leaks at four sequential checkpoints — eligibility, prior authorization, documentation, and denial recovery. Automating all four with agent skills closes the loop, and the 2026 industry benchmarks now make the financial case decisive.

Healthcare
Flat geometric illustration showing chaotic prior authorization paperwork on the left, with a powerful stream of agent skills flowing into a fully energized computer dashboard on the right — visualizing how Agentman's MedMan PA automation transforms manual document logistics into a powered, in-control workflow
Debby Wang

Prior Authorization Is Broken: How Agent Skills Cut 13 Hours a Week to Minutes

Independent practice staff still lose 13 hours per physician per week to prior authorization, and 90% of practices say the burden got worse this year. Agent skills automate the full PA workflow from three trigger sources — EHR, inbox, and ambient encounter — while keeping a clinician in the loop on every submission. Here is how the mechanism works under the new CMS rules, and why \\\"clean prior auth\\\" is the part most vendors skip.

Healthcare
The Agentic Practice Issue 5 cover: The Prior Auth Trap — built for everyone except you
Sachin Gangupantula

Newsletter #5: The Prior Auth Trap — Built for Everyone Except You

Physicians spend 13 hours a week on prior authorization. 67% of denials are never appealed. Every solution the industry has shipped — outsourced PA, CoverMyMeds, payer portals, AI auto-fill, the new wave of agentic PA startups — was built for the payer, not the independent practice. The first round of CMS-mandated public data confirms what staff schedules have shown for years: this is working exactly how it was designed. It just wasn't designed for us.

Healthcare
Flat editorial illustration of legal contracts flowing through a structured grid of AI agent skill nodes into a polished contract with clause-level risk indicators
Debby Wang

Agent Skills for Legal Teams: Contract Review, Compliance, and the Workflows That Actually Move

Legal teams spend 200+ hours per lawyer per year on repetitive document work. Agent skills automate contract review, compliance monitoring, legal research, and redlining with retrieval-grounded citations and human-in-the-loop sign-off — and the same architecture extends directly into engineering workflows.

Legal
Illustration of eight medical billing agent skills arranged in a grid, framed by a governance shield with audit-trail connecting lines and a human-in-the-loop reviewer.
Debby Wang

8 Agent Skills Every Medical Billing Team Needs in 2026

The eight production-ready agent skills with the highest measurable impact on medical billing teams in 2026 — from eligibility verification to prescription refills — and the four governance guardrails that keep them safe from AI hallucinations.

Healthcare
Flat-vector illustration of a calm front-desk worker at a medical practice reviewing a scheduling dashboard with completed checkmarks, while in an adjacent room a clinician has an unhurried conversation with a patient — visualizing how recovered staff hours from automated eligibility verification translate into more attentive patient care.
Debby Wang

Why Eligibility Verification Is the Foundation of Practice Survival

Manual eligibility verification consumes 90+ minutes per doctor per day and sets up a 10-week denial cascade that drains $50,000–$80,000 per provider per year. Automating this single workflow is the highest-leverage move an independent specialty practice can make — here's the math, the mechanism, and the schedule shift that turns defense into offense.

Healthcare

Stay in the loop

Get practical insights on production AI agents delivered to your inbox.

Ready to automate your back office?

See how production-grade AI agents handle your toughest workflows.

Talk to usSee the platform