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Best AI for Life Care Planners

Future care tables: a template, and what AI can fill

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

Answer in brief: a future care table has 1 row per item with its basis, frequency, start and stop, replacement interval, unit cost and cost source. AI can fill the record-derived columns (item, provider, frequency, duration, page). The inclusion decision, the unit cost and its source, and the age range stay with the planner. Copy the template below.

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.

What goes in a future care table

The table is the part of a life care plan that turns care into dollars. Each row answers 5 questions: what the evaluee needs, why you included it, how often, for how long, and what it costs where they live. Anyone who later reads the plan, including opposing counsel's planner, will try to break a row on 1 of those 5.

Plans group rows into categories. The labels vary by planner and practice, but most plans include these groups:

Which columns AI can fill and which stay yours

ColumnWho fills itWhy
Item and categoryAI drafts, you editComes straight from the recommendation
Recommending provider, dateAIRecord fact, cited
Source pageAI, you verifyThe citation you defend
Frequency per yearAI drafts, you confirmOften stated in the note; often vague
Duration or replacement intervalAI drafts if stated; otherwise youNotes rarely state lifetime replacement; that comes from literature, vendors and experience
Inclusion basisYou onlyProbable versus possible is your opinion
Start and stop ageYou onlyDepends on life expectancy and the course of the condition
Unit cost and cost sourceYou, from a cited dataset or quoteA model's price guess has no source or geography
Annual and lifetime costFormulaArithmetic, never typed in

The template: copy it into a spreadsheet

14 columns, tab-separated, so it pastes cleanly into Excel, Google Sheets or Numbers. The 2 example rows come from our synthetic worked example; delete them before use.

Category	Item	Provider and date	Source page	Inclusion basis	Probable? (Y/N, why)	Start year	Stop year	Units per occurrence	Every N years	Unit cost (today's $)	Cost source, edition, area	Annual equivalent	Lifetime total
Evaluations	Physiatry follow-up	Physiatrist, 2026-03-04	412	Treating provider recommendation	Y, stated as ongoing	1	40	2	1	250	[your source]	=I2*K2/J2	=I2*K2*(FLOOR((H2-G2)/J2,1)+1)
Prosthetics	Below-knee prosthesis replacement	Prosthetist, 2026-02-11	388	Treating provider plus literature	Y, interval per prosthetist	4	40	1	4	18000	[your source]	=I3*K3/J3	=I3*K3*(FLOOR((H3-G3)/J3,1)+1)

The lifetime formula counts the occurrences from start year to stop year at the chosen interval, then multiplies by units and unit cost. For the prosthesis row: years 4, 8, 12 and so on to 40 is 10 replacements, so 10 times $18,000 is $180,000. The annual equivalent ($4,500) is for display only; lifetime totals should come from the occurrence count, because a 4-year item bought in year 4 and year 40 is not the same as $4,500 a year from year 1.

3 columns most tables lack

How AI helps you build the table faster

  1. Run the extraction prompts from the record review page and export the results as rows.
  2. Paste them into the template. Each AI row arrives with item, provider, date, page, frequency and, sometimes, duration.
  3. Delete rows that are possibilities, superseded orders or patient wishes. Mark each remaining row's inclusion basis.
  4. Add rows the record can't give you: items from your interview, your home visit and your calls with the treating team.
  5. Fill start and stop years, unit costs and cost sources yourself. The formulas do the rest.

Step 4 matters. A table built only from the record misses what was never charted: the evaluee's home, the spouse doing transfers, the van that doesn't fit a power chair. No record tool can find those.

Questions about future care tables

Should possible items appear in a future care table?

Not in the costed totals. Many planners note possible items separately, uncosted or costed apart, so the reader sees them without counting them in the plan's total.

Can AI set replacement intervals?

Only when a note states one. Otherwise the interval comes from the manufacturer, the prescribing provider, the literature or your experience, and you should cite which.

Why compute lifetime cost from occurrences rather than annual cost times years?

Because periodic items don't start in year 1. Annual cost times years overstates a prosthesis first replaced in year 4 and misplaces every purchase in time, which also skews the present value.