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Best AI for Life Care Planners

Glossary: life care planning and AI terms

By Ahmed Jemaa, Co-Founder and CEO of Medrecords AI. Updated .

Short version: 22 terms used on this site, defined in plain words, with a note on where AI touches each one. Terms link here from every page the first time they appear.

Limits: Tool facts come from each vendor's own website, read on 2026-11-12; we did not test any product hands-on. The cost example is synthetic, and the rates in it are placeholders, not recommended growth or discount rates.

Plan and credential terms

Life care plan
A document that projects the medical and support needs of a person with a catastrophic injury or chronic condition over their lifetime, with the cost of each item. Used in litigation, case management and settlement. AI can help with the record review behind it; the plan is the planner's opinion.
CLCP
Certified Life Care Planner, a credential from the International Commission on Health Care Certification. Physician and nurse planners often hold it.
CNLCP
Certified Nurse Life Care Planner, a nursing-specific life care planning credential.
Evaluee
The person the plan is written for. Planners interview the evaluee, and often family, as part of the plan; no AI tool does that part.
Medical cost projection
A narrower estimate of future medical costs, often from records review alone and used for reserves or settlement. Shorter than a life care plan and usually without an interview.
Medicare set-aside (WCMSA)
An allocation of settlement money for future injury-related care that Medicare would otherwise pay, priced on Medicare fee schedules. Its cost basis differs from a typical life care plan's.

Inclusion and evidence terms

More probable than not
The usual inclusion standard for a plan item: the need is more likely than not to occur. Items that only "may" occur are possible and are usually left out of the costed total.
Future care table
The table of plan items with frequency, start, stop or replacement interval, unit cost and source. AI can draft rows from the record; the inclusion decision and costs are the planner's. Template.
Replacement interval
How often an item such as a prosthesis, wheelchair or orthosis is replaced. Rarely stated in notes; usually from the prescriber, the manufacturer, the literature or the planner's experience.
Page citation
A reference from a fact in a summary or table to the page of the record that supports it. The feature that separates usable AI record tools from risky ones.
Deduplication
Removing exact duplicate pages from a file. Matters for cost (some tools bill duplicates) and for accuracy (the same recommendation counted twice).
Rule 702
Federal Rule of Evidence 702, on expert testimony: the opinion must rest on sufficient facts and a reliable method reliably applied. Many states have a similar rule. AI use doesn't change the test; it adds questions about method.

Cost terms

UCR
Usual, customary and reasonable charges: what providers in an area typically charge for a service. The common cost basis in life care plans.
FAIR Health
A nonprofit that licenses charge and allowed-amount benchmarks by procedure code and geographic area. Its own article says life care planners mostly use the charge benchmarks.
CPT
Current Procedural Terminology, the code set for physician and outpatient services. Fee data is looked up by CPT code.
HCPCS
Healthcare Common Procedure Coding System. Level II codes cover equipment, supplies, prosthetics and drugs not in CPT.
Life expectancy
The expected remaining years of life, which sets the plan's horizon. Comes from a physician's opinion or a published table such as the CDC's United States Life Tables; never from a model's guess.
Present value
What a stream of future costs is worth today, after growing costs and discounting them back. Calculator with formula.
Net discount rate
(1 + discount rate) ÷ (1 + growth rate) minus 1. At 4.5% discount and 3% growth it is 1.456%. When it is 0, present value equals the undiscounted total.
Forensic economist
The expert who usually converts a plan's today's-dollar costs into present value, choosing growth and discount rates.

Privacy terms

PHI
Protected health information under HIPAA. Medical records in a plan are PHI.
BAA
Business Associate Agreement: the contract under which a vendor may handle PHI for a covered entity or its business associate. Get 1 signed before uploading records to any AI tool, and check it covers the plan you use.