Reference
Healthcare operations vocabulary, in plain English.
Definitions of the healthcare operations and AI operating partner terms used on this site, each with a stable link.
A
AI operating partner#
A firm that finds where AI and automation pay off inside an organization, then builds it, runs it and manages it inside that business for the long term. Distinct from a consultancy, which advises and leaves, and from a software vendor, which sells a tool. Reliable Group is the AI operating partner for mid-market healthcare organizations.
B
BAA (Business Associate Agreement)#
The written contract HIPAA requires before a covered entity lets a business associate create, receive, maintain or transmit protected health information on its behalf, and between a business associate and its subcontractors. It sets out how that information may be used and disclosed and how it is safeguarded.
BOT (Build-Operate-Transfer)#
At Reliable Group, a clause inside a COPO agreement rather than a separate structure. The client's entity employs the team from day one; the clause gives the right to take over operational management from Reliable Group on pre-agreed terms within 24 to 36 months. What transfers is management and the operating assets Reliable Group held: leases, equipment, vendor contracts, documentation, AI workflows and data access. Elsewhere the term can mean transferring a vendor-owned entity later.
C
Charge Capture#
The process by which services delivered to a patient are recorded and translated into billable charges. Missed or late charges are revenue that was earned and never billed, which is why charge capture is one of the first workflows a provider measures.
Coordination of Benefits (COB)#
The rules that decide which payer pays first when a member is covered by more than one plan. COB errors produce duplicate payments, denials and rework for both the payer and the provider, and resolving them is a document-heavy workflow that sits in claims and enrollment departments.
COPO (Company-Owned, Partner-Operated)#
An owned India team model in which the client owns the entity and employs the team from day one, and Reliable Group hires, trains, equips the team with AI and runs daily operations. The client's specific workflows, data and documentation are its own; Trace and third-party tools stay under their own licenses.
Credentialing#
Verifying a clinician's qualifications, licenses, training and history before they can treat patients or bill a payer, and re-verifying them on a schedule. It is a non-clinical, document-driven workflow that delays revenue when it runs late, on both the provider and the payer side.
D
E
EBITDA#
Earnings Before Interest, Taxes, Depreciation and Amortization. The operating profitability measure most mid-market owners and their investors track. Reliable Group reports the hours an engagement returns and what those hours cost, so the effect on EBITDA is measured rather than asserted.
Encounter Data#
The record of each service a member received, submitted by providers to a health plan and by the plan to state and federal programs such as Medicaid and Medicare Advantage. Encounter data has to be complete, accurate and on time, and the reconciliation and resubmission work behind it is a department of its own at many plans.
F
Flexi#
A bridge to an owned India team, not yet a client-owned GCC. The team sits in Reliable Group's entity, which employs it, and works under the client's direction. When the client's own entity exists, the team moves into it and the engagement continues as COPO, with or without a BOT clause.
Fixed-fee discovery#
How a Reliable Group engagement starts: a fixed-fee discovery of one department, six to eight weeks, ending in a workflow map and a fixed-price proposal for the first build. Reliable Group measures how the work actually happens, where the hours go and which workflows to rebuild first. The build is not included, and there is no obligation to continue afterwards.
G
GCC (Global Capability Center)#
Global Capability Center: an operation a company sets up in another country, usually as its own subsidiary, to do work for the parent. The people work for the parent's entity, and the work product, data and institutional knowledge stay inside it. The parent runs it directly or with an operating partner; Reliable Group sets up and runs them in India.
H
HIPAA-Ready#
Industry shorthand, not a certification. HIPAA establishes obligations on covered entities and business associates and provides no certifying body, so nobody is HIPAA certified. Used on this site it means a business associate agreement is executed before any engagement that touches protected health information, and that PHI is accessed only inside client-controlled systems by named individuals.
N
Non-Emergency Medical Transportation (NEMT)#
Rides to and from medical appointments for members who cannot get there on their own, a covered benefit under Medicaid and many Medicare Advantage plans. NEMT brokers and providers run scheduling, dispatch, eligibility checks, trip verification and claims, which are the departments where the repeated work lives.
P
Payment Integrity#
The work a health plan does to make sure claims are paid correctly: the right amount, to the right provider, for a covered service, once. It spans pre-payment edits, post-payment review, coordination of benefits, subrogation and overpayment recovery, and much of it is repeatable.
PHI (Protected Health Information)#
The HIPAA term for health information that can identify a patient or member, held or sent by a covered entity or business associate in any form. On this site, PHI is accessed only inside client-controlled systems by named individuals, after a business associate agreement is executed.
R
S
SOX-Aligned#
An operating posture designed to the internal controls requirements of the US Sarbanes-Oxley Act: segregation of duties, audit trails and change management. Reliable Group designs processes to be audit-ready and has supported client teams through SOX audit cycles.
T
Trace#
Trace is our own instrument. It measures the work, not the worker: how tasks move through a department, with written notice to staff. It turns repeated workflows into skills people can run in Claude or ChatGPT today, and shows us which workflows belong to the whole company. Those are the ones we build and run.
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