Clinical intelligence for health practitioners

See the patterns between “normal” results.

Twigged™ reads your clients’ blood results alongside their symptoms and life stage. It connects the dots between markers, flags tests worth considering and drafts a report you review and edit before your client sees a word.

Where Twigged is up to: we’re running a controlled practitioner beta. Beta places are free founding case reviews, prepared using the Twigged Clinical Intelligence Engine, built by clinical nutritionist and pattern analysis expert Pip Reed. All reports are personally reviewed by Pip. Join the waitlist for a place and early access to the full platform.

Built for nutritionists, naturopaths, dietitians and integrative practitioners.

Look closer. Every star is a marker.Twigged connects the dots, so the pattern comes into view.

Medicare-funded pathology tests in 2024–25, up from 89.8 million a decade earlier1
123.8M
typical time to analyse, cross-reference and write up one client’s results by hand
30–60 min
for Twigged to draft the full analysis, ready for your review
3 min
peer-reviewed studies cited in the research behind Twigged’s functional ranges
3,000+

The problem

The answers sit between the markers. Finding them takes time you don’t have.

A pathology report checks each result against its own reference range. The clinical story is in how the results relate: a ferritin that passes beside a transferrin saturation that’s sliding, a TSH that looks fine until you read the free T3, a test nobody ordered that could clarify the whole picture.

Connecting those dots properly takes 30 to 60 minutes per client. Most practitioners do it after a full day of consults, tired, behind on notes and short on time. That’s when patterns are easiest to miss, however experienced you are.

None of this is new to you. You’ve learned it. The hard part is recalling every range, every marker relationship and every research update for every client, in every consult. Twigged holds all of it for you and keeps it current, with ranges and rules continuously reviewed against the latest peer-reviewed research. It never makes the decisions. It does the analysis, so you can.

“My clients would see their doctor, only to be told their results were normal. They were always disappointed. They wanted something found that explained why they felt the way they did. I spent nights after clinic checking results against symptoms and writing treatment plans, making sure nothing was missed. Twigged is the clinical partner I always wanted.”
Pip Reed, Founder of TwiggedANTA-accredited clinical nutritionist

What Twigged shows you

The lab says normal. The pattern says look closer.

Every marker is read against two references: the lab range on your clients’ own reports and a research-based functional range. Twigged then maps how markers move together and, where earlier results are supplied, how they’ve trended over time and what to watch.

Draft · awaiting your review

Client: Female, 38, menstruating · Reports: fatigue, hair shedding, slow recovery after exercise

MarkerResultLab rangeTwiggedTrend
Ferritin22 µg/L15–200Below functional↓ from 41 (2024)
Transferrin saturation17%10–45Below functional↓ from 24% (2024)
Haemoglobin128 g/L115–165Within functionalStable
MCV86 fL80–100Within functionalStable

Every result sits inside its lab range. On a standard report, nothing is flagged.

Pattern identified

Low iron stores with reduced iron availability

Ferritin and transferrin saturation are both low and falling since 2024, while haemoglobin is still holding. This is consistent with reduced iron stores and availability before anaemia is present, and may help explain her fatigue, hair shedding and slow recovery.

3 cited references · Practitioner brief and client report, written for each reader

Illustrative example only. Not a real client.

How it works

From a page of numbers to a clear clinical picture.

  1. Add the results

    Upload your clients’ blood results and complete a short health survey on their symptoms. Lab reference ranges are taken from their own report.

  2. Every marker interpreted

    The clinical intelligence engine reads each marker against the lab range and a research-based functional range, with symptoms and life stage taken into account.

  3. Patterns connected

    It looks across markers and panels for patterns, and flags tests that are missing or worth considering next.

  4. You review and send

    You get a practitioner brief and a draft client report. Edit or remove anything, then send only what you want your client to see.

What changes in your clinic

Deeper answers, in a fraction of the time.

Twigged takes the slowest part of working with pathology off your plate, so your consult time goes on the person in front of you.

Time back in every consult

Analysis that can take 30 to 60 minutes by hand is now drafted in about 3 minutes, ready for your review.

Patterns across panels

Thyroid, iron, metabolic, hormones, nutrients and full blood count are read together, so links between systems surface.

Testing gaps flagged

See which tests are missing and why they matter, so your next request is targeted and easy to explain.

Life stage built in

Interpretation reflects whether your client is menstruating, perimenopausal, postmenopausal or pregnant.

Reports clients understand

A practitioner brief, a plain-language client report and a summary for the treating clinician, all editable.

A new revenue stream

Build Twigged reports into your consults to support your fees, or offer them as a standalone service.

At launch HormonesIron studiesThyroidMetabolicNutrientsFull blood count Coming next Stool testing, incl. GI-MAPUrine testing, incl. DUTCH

Clinical guardrails

AI helps write it. The engine decides what it says. You decide what your client sees.

Twigged runs on documented, version-controlled rules, so interpretation is consistent and traceable. You can see why each finding was made, and you review it in your clients’ clinical context.

Research-based

Every range is fixed, sourced and cited

All ranges live in the Twigged clinical intelligence engine, built on functional-range research citing more than 3,000 peer-reviewed studies. Functional ranges sit alongside the lab’s reference ranges, never in place of them, and references sit beside each finding so you can check them yourself.

AI with limits

AI never diagnoses or sets ranges

AI helps turn the engine’s findings into clear, readable reports. It never diagnoses, never recommends treatment and never uses ranges of its own.

Practitioner first

You see every report before your client does

Every report comes to you as a draft. Edit it, remove anything, and send only what you want your client to see.

Your judgement

Treatment decisions stay with you

Priorities, treatment and next steps are always at your discretion. Twigged provides the analysis. You make the clinical decisions.

Results→Clinical intelligence engine→Draft report→You review and edit→Client

Twigged and general-purpose AI

AI can help with the wording. Clinical interpretation needs a framework.

Many practitioners already use general-purpose AI tools and online searches to explore blood results. A general prompt draws on whatever it can find online. It doesn’t bring Twigged’s ranges, rules or review process with it. Twigged adds a defined clinical framework:

  • Clinically curated functional ranges
  • Documented, version-controlled interpretation rules
  • Cross-marker pattern analysis shaped by over 15 years of clinical practice
  • Practitioner review before anything reaches a client

In the side-by-side comparisons we’ve completed so far, Twigged’s outputs have differed materially from general-purpose AI responses. The difference comes from the clinical framework behind the analysis, not just from how the findings are written.

AI helps make reports clear and readable. Twigged’s rules and ranges guide the analysis. You review the findings and decide what’s relevant for your client.

Security and privacy

Your clients’ health information, protected.

Pathology results are some of the most sensitive data you hold. The Twigged platform is built to treat them that way from the ground up.

Hosted in Australia

Client data in the Twigged platform is stored on Australian servers.

Encrypted

Encryption was built into the platform from the start.

ISO 27001-aligned

Security is built to ISO 27001-aligned standards.

De-identified case reviews

Founding case reviews use de-identified results only, sent with your clients’ consent. No names or identifying details.

Founding case review · Free

See Twigged work on one of your own cases.

While the platform is being finished, we’re running a small number of founding case reviews through the Twigged Clinical Intelligence Engine, each one reviewed by Pip Reed. Send through a client’s de-identified blood results and symptoms, and you’ll get back the full Twigged practitioner brief and client report.

In return, we ask for a 20-minute call to hear what it caught, what it missed and whether you’d use it in your clinic. Places are limited to 10 a month because Pip reviews every report personally.

  1. 1

    Join the waitlistTick “I’d like a founding case review” on the form.

  2. 2

    Send a de-identified caseWe’ll email you secure instructions. Remove your client’s name and identifying details, and make sure you have their consent.

  3. 3

    Receive your report, then a quick callYou’ll get the practitioner brief and client report, reviewed by Pip. Then you’ll have a 20-minute call with her about what it caught and what it missed.

Pip Reed Founder of Twigged and clinical nutritionist

ANTA-accredited clinical nutritionist (Adv. Dip. Nutritional Medicine) specialising in functional pathology interpretation and pattern analysis. Over 15 years in clinical practice.

Built by a practitioner

Made by someone who has read thousands of “normal” results.

For years I heard the same words from clients: “My bloods came back normal.” They still felt awful. The clues were usually there, in the relationship between markers or in a test nobody had ordered, but finding them meant hours of cross-referencing late at night.

Twigged is the tool I wanted at the end of every long clinic day. It brings the clinical thinking I use in my own practice to every practitioner, while keeping you firmly in charge of every decision.

Practitioner waitlist

Be first to use Twigged in your clinic.

  • First access when the platform launches
  • Early access to the controlled practitioner beta
  • Founding-member pricing for early members, with full terms shared before you commit
  • A free founding case review on one of your cases, if you’d like one now (limited places)

We only use your details to send Twigged launch updates and, if you apply, to arrange your case review. Please don’t include any client information in this form. See our privacy policy.

Questions

What practitioners ask us.

Does Twigged diagnose?

No. Twigged is clinical decision support for qualified practitioners. It interprets results against research-based ranges and surfaces patterns for you to consider. It doesn’t diagnose, it doesn’t recommend treatment, and it doesn’t replace your clinical judgement.

Is the analysis written by AI?

The clinical intelligence engine does the analysis, using fixed, referenced ranges and rules. AI helps turn those findings into readable reports. It never invents ranges or makes clinical decisions, and you review every report before it goes anywhere.

Which tests can it read?

Blood tests at launch, across six areas: hormones, iron studies, thyroid, metabolic, nutrients and full blood count. Stool and urine testing, including GI-MAP and DUTCH, are next.

Can I change the report before my client sees it?

Yes. Every report comes to you as an editable draft. You decide what stays, what goes and when it’s sent.

Where is my clients’ data stored?

The Twigged platform stores client data in Australia, encrypted, with ISO 27001-aligned security controls. Founding case reviews use de-identified results only. The waitlist form collects your own details, never client information.

Who is Twigged for?

Practitioners who work with pathology: clinical nutritionists, naturopaths, dietitians and integrative or functional GPs. It was built with women’s health in mind and works across all adult clients.

What will it cost?

Waitlist members will get founding-member pricing. Pricing, trial details and how long the founding rate applies will be shared with the waitlist before launch. Joining the waitlist doesn’t commit you to anything.

Twigged is clinical decision support for qualified health practitioners. It does not diagnose, prescribe or replace clinical judgement. All treatment decisions rest with the treating practitioner.

1. Australian Institute of Health and Welfare (AIHW), Pathology, imaging and other diagnostic services: Medicare-funded pathology tests, 2014–15 to 2024–25.

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