The aim is a structured story about the same pet over time. More entries alone do not make a better story: dates, source, evidence and gaps must remain understandable.
Three kinds of information that belong together
| Layer | What it contributes | What to preserve |
|---|---|---|
| Daily observation | A dated record of eating, drinking, movement, sleep or another noticed signal | Unit or description, collection window, method and completeness |
| Health history | Longer records such as visits, treatments, measurements and relevant history | Original dates, source and distinction between recorded fact and interpretation |
| Supporting evidence | A document, result, photo or other source behind an entry | Provenance, relevant date and enough context to identify what it supports |
Do not turn a descriptive note into a measured value. “Interested in food” and “80 g consumed” answer different questions. A photograph may support a dated observation; it does not automatically establish its cause.
A fictional continuity example
One owner records complete-day measured drinking amounts on Monday and Tuesday. A caregiver records Wednesday only until noon. Later, a veterinary document is added to the history.
A readable summary keeps Monday and Tuesday's measured amounts together, labels Wednesday partial, and identifies the document's own date and origin. It does not merge all three days into a complete-day average. It does not describe a recently added document as a new clinical event if the document concerns an earlier visit.
That separation helps another reader understand what was observed, what was supplied by a professional source, and what remains unknown.
Keep the pet, time and source connected
For each entry, ask:
- Which pet does this concern?
- When did the observation happen, rather than when was it typed?
- Does it cover a full window, part of a window, or an unknown window?
- Was the amount measured, estimated or not recorded?
- Which source supports the statement?
- Has something been corrected, and is the original meaning preserved?
If two pets share a bowl, an amount measured from that bowl is not automatically an amount consumed by either pet. Keep the shared context visible. See the multi-pet guide.
Missing records are part of the story
A day without an observation is not a normal day, a zero amount or a symptom-free day. It is a day without that recorded evidence.
Coverage changes how much a comparison can say. Five complete observations and one complete observation are different bases, even when their averages happen to match. Preserve the complete-day count, partial entries and missing windows beside the result.
Continuity with a professional
An owner can prepare a clear history and questions for a veterinary visit. PETICO's owner–professional ecosystem includes a Care Network and a separate Professional workspace. Use the actual supported workflow and the receiving practice's instructions.
A generated or sent summary is not proof that a veterinarian received, opened or reviewed it. Keep those stages distinct. Prepare a pet history for a visit.
Where AI fits
Pet-aware AI can be more useful when the relevant source context is clear. It should not erase missingness, convert uncertain observations into facts or replace an examination.
A structured record helps frame a question: “What changed in the recorded periods, and what information is missing?” It does not guarantee that every record is available in every conversation or integration. Read about pet-specific context.
Start with a record you can understand later
Use the blank observation template to keep dates, units and completeness together. It is a standalone aid, not a promise that a CSV imports into PETICO.
PETICO is a serious connected product for owners and professionals. Its value is the continuity of the pet's story—not a claim that recording more data proves a healthier pet.