Revenue Cycle

Field-tested writing on Revenue Cycle from the AST engineering team.

A billing desk with remittance pages, a calculator, and deposit paperwork under soft office light.
Lead storyRevenue Cycle

Payment Posting Engines Fail When You Trust the Bank File

Build a payment posting and reconciliation engine that handles ERA, bank deposits, denials, reversals, and unapplied cash without breaking your month-end close.

SSSaqib Siddiqui · Aug 9, 2026 · 8 min read
Latest in Revenue Cycle
A sidelong view of a coding workstation with encounter notes, reference sheets, and blurred monitors in warm indoor light.9 min
Revenue Cycle

Coding Automation That Fits the Documentation Flow

Learn how to integrate coding automation into clinical documentation workflows without breaking the visit, the audit trail, or coder review.

SSSaqib Siddiqui · Aug 9, 2026
An empty billing office shows printed denial reports, an old terminal glow, and a migration checklist beside a warm desk lamp.10 min
Revenue Cycle

Modernizing RCM Off Legacy Billing Systems

How I modernize revenue cycle platforms for practices leaving legacy billing systems: data migration, claims continuity, denial control, payer rules, and go-live discipline.

SSSaqib Siddiqui · Aug 9, 2026
A dim revenue cycle workspace with denial reports on a desk and a single red sticky note beside glowing monitors.9 min
Revenue Cycle

Root-Cause Analytics That Cut Claim Denials

Use root-cause analytics dashboards to find denial patterns, fix front-end leaks, and cut recurring claim denials across payers and workflows.

SSSaqib Siddiqui · Aug 9, 2026
A dim claim operations desk with papers, a printer, and a monitor glowing softly in warm light.8 min
Revenue Cycle

What a claim management partner really has to build

How I evaluate a claim management software development partner for payer-provider workflows, from eligibility and edits to denials, reconciliation, and payers.

SSSaqib Siddiqui · Aug 9, 2026
A dim billing office with a desk lamp, paper statements, and a workstation seen from the corner after hours.9 min
Revenue Cycle

Building a Self-Pay Collections Engine That Actually Works

How I build self-pay collections engines with predictive analytics, from segmentation and propensity scoring to workflow routing, patient outreach, and guardrails.

SSSaqib Siddiqui · Aug 9, 2026
A quiet outpatient checkout desk with paper encounter forms, a scanner, and a softly glowing terminal in warm evening light.9 min
Revenue Cycle

Automating Charge Capture for Outpatient Clinics

Automate outpatient charge capture with cleaner workflows, fewer misses, and better claim readiness. Practical steps from RCM delivery work.

SSSaqib Siddiqui · Aug 9, 2026
A desk with payer contracts, a calculator, and an out-of-focus monitor in a revenue cycle office.9 min
Revenue Cycle

Underpayment Detection Starts With Contract Truth

Find underpayments faster with contract modeling, payer rule mapping, and claim-level variance checks that revenue cycle teams can actually trust.

SSSaqib Siddiqui · Aug 9, 2026
A billing desk with a glowing patient portal terminal, paper statements, and a card reader in soft mixed light.10 min
Revenue Cycle

Designing a patient billing portal that people actually use

Design a patient billing portal that reduces friction with clear balances, fast checks, flexible payments, and fewer dead ends that delay collections.

SSSaqib Siddiqui · Aug 9, 2026