Never walk into a room not knowing what changed.
BIOD® turns fragmented labs, patient history, longitudinal trends and encounter data into one structured clinical picture — reviewed, decided and carried forward by you, not reconstructed by you.
Ferritin has declined longitudinally despite preserved hemoglobin and MCV.
Particle burden remains clinically relevant despite otherwise favorable metabolic regulation.
Multifactorial symptom remains open because important context is still missing.
Longitudinal comparison is more useful than the current single value.
Suggested return · Sep 1, 2026
Aug 4, 2026
Four "normal" results. One pattern no one had time to see.
This is a synthetic example, built to mirror what BIOD actually does with real longitudinal data: connect isolated, individually unremarkable results into a signal a physician can act on — before it becomes a bigger problem.
Talk to your patient. Not to your screen.
BIOD listens to the visit in real time and drafts the note as the conversation happens — Subjective, Objective, Assessment, Plan — so the physician can stay present with the patient instead of typing. Nothing is final until it's reviewed: every line stays editable, and the note only locks once the physician signs it.
Physician: How has the fatigue been since we adjusted the dose?
Patient: Better most days, but I still crash by mid-afternoon.
Physician: Any changes in sleep, or the supplements we discussed?
Transcribing…
SFatigue improved on current dose; residual mid-afternoon crash reported.
OSleep pattern and supplement adherence reviewed with patient.
APartial response to dose adjustment; fatigue not fully resolved.
PContinue current dose; reassess in 4 weeks; consider sleep evaluation if unresolved.
BIOD doesn't just flag findings. It writes the clinical picture — and hands you the pen.
At the close of every encounter, BIOD drafts a structured synthesis: what's driving the case, what's coexisting, what's contributing, and what's background noise — with a confidence score attached. The physician edits, confirms or rewrites it. Nothing becomes part of the record until a clinician has touched it.
The current picture is primarily driven by progressive iron-store depletion, with ferritin trending downward across three years of individually normal results. ApoB-predominant atherogenic burden remains a persistent secondary risk despite reassuring standard lipid values. Persistent fatigue is only partially explained by iron status — incomplete sleep and recovery context limits full attribution. Vitamin D insufficiency is a stable background finding with no treatment-response data yet.
This is the same governance logic behind every BIOD closing note: the model proposes, timestamps and shows its reasoning — the physician decides what becomes the record. The generated clinical note stays signed and immutable once finalized; any change afterward is a tracked addendum, not a silent edit.
Real physicians. Numbers we'll keep updating in public.
Internal BIOD testing with practicing clinicians during the beta period.
The physician became the integration layer.
Clinical data arrives through systems built to store, document, deliver or retrieve. The synthesis still happens manually — usually at 9pm, alone, re-reading someone else's PDF, trying to remember what changed since the last visit.
The physician gathers, reconciles, remembers and connects the pieces.
BIOD assembles the picture. The physician spends judgment on judgment.
History, medications, prior decisions and documentation.
PDFs, panels, reference ranges and repeated results.
Symptoms, observations, decisions and follow-up.
Outside records, imaging findings and longitudinal context.
Patterns, relationships, hypotheses, missing information, evidence and prioritized action.
Structured intelligence ready for clinician review — with reasoning and uncertainty visible.
Not another place to store data. A system built to make clinical data useful.
Each stage solves a different information failure — and improves what the next stage receives.
Clinical Intake
A pre-registration link goes out automatically the first time a patient is scheduled, and a pre-consultation link before every visit after that — history, complaints and lab PDFs arrive before the physician does. Patient context enters one structured longitudinal record.
Lab Intelligence
380+ biomarkers extracted, normalized, trended and contextualized — mapped to 6 health indicators (inflammation, oxidation, glycation, methylation, longevity, vitality) and risk models for the 11 leading causes of death in the US.
Pattern Detection
Relationships across biomarkers and time become visible.
Hypotheses
Clinical hypotheses are ranked with explicit rationale.
Evidence + Gaps
Support, conflict, uncertainty and missing data are surfaced.
Prioritized Actions
Tests, referrals, medications and follow-up are organized.
Physician Decision
The clinician accepts, edits, rejects, orders or changes.
Follow-Through
The decision remains connected to the next encounter.
See BIOD work through the same case, start to finish.
Arrive already informed.
Scheduling is not a disconnected calendar. The next clinical encounter is tied to the patient's history, prior decisions and the work that needs to be revisited.
See what BIOD finds in your own clinical workflow.
Start with real cases, reach first clinical value quickly, and decide after the platform has earned a place in your practice.
The next visit starts where this one ended.
Every encounter completed in BIOD makes the next one faster and sharper. Leaving BIOD means reconstructing that context from scratch — which is usually the moment physicians realize how much it was already doing for them.
Baseline context captured. Ferritin flagged as a value to watch.
Trend begins. BIOD compares automatically against the prior visit.
Pattern confirmed across three data points. Hypothesis ranked and surfaced.
Full longitudinal picture ready before the physician opens the chart.
BIOD doesn't replace the clinical stack. It completes it.
Every existing category is useful. The gap appears at synthesis — where fragmented outputs must become one clinical picture before the physician can decide.
One platform. Two reasons to depend on it.
The clinician buys back cognitive capacity and stops being caught off guard. The practice turns synthesis into operational leverage.
The physician who's never caught off guard.
BIOD reduces the manual work required to bring labs, history, patterns, hypotheses, missing information and next actions into one coherent picture.
The owner who finally sees where capacity leaks.
BIOD's internal testing suggests that better synthesis and follow-through can improve clinical workflow and practice economics.
BIOD prepares the decision. You own it.
Clinical hypotheses, evidence, uncertainty, missing context and next-step options remain visible. The clinician can accept, edit, reject, reorder or continue investigating.
Iron depletion contributing to fatigue
Evidence fit 84 · serial ferritin decline with compatible symptom context.
ApoB-predominant risk signal
Evidence fit 78 · particle-burden signal despite reassuring metabolic markers.
Medication / referral / testing
Actions remain pending until the clinician actively chooses the next step.
Clinical intelligence only works if the clinician can trust the system — and challenge it.
BAA available as part of BIOD's HIPAA contracting framework.
BIOD is designed for clinician review and physician-controlled clinical decision-making.
Every hypothesis confirmed, dismissed or kept open is timestamped and preserved — not just the final note.
The next encounter can begin from the previous decision state instead of reconstructing the chart.
®Biod.ai® is registered in the United States.
Registered for Class 42 SaaS/PaaS services featuring artificial intelligence for laboratory analysis and diagnostic support in healthcare.
Don't evaluate BIOD from a sales presentation.
Create an account, use BIOD inside your own clinical workflow, and decide after the value becomes visible in practice.
Move directly from the website into the professional platform.
Patient context → labs → intelligence → physician action.
Your team helps with adoption and workflow fit during the free period.
Choose the commercial plan that fits the clinician or practice.