Lab spec sheet
inputUser-captured skin image
processAI-assisted visual analysis
outputInformational skin health guidance
maturityLive
riskResponsible health wording · not medical diagnosis
spec validated
skintoscan.comLive product
Lab Consoledecoder.online
Input signals
Decoder core
HATT
Product outputs
decode("Forms") → Grant intake chaos → evaluation pipeline
> signal.received → routing _
HATT - Digital Product Laboratory
Digital products for work
too complex to stay messy.
HATT is a product company turning messy operational workflows into focused digital systems - across health, funding, asset inventory, and future domains.
Health·Funding·Operations·Future systemsTransparent maturity
Workflow Decoder
Five stages. One product system.
01
Capture messy inputs
messy
Scattered requests, documents, and disconnected files
system
Structured intake workflow
02
Identify workflow friction
messy
Manual review with unclear criteria
system
Evaluation matrix / AI-assisted guidance
03
Map roles and decisions
messy
Unclear ownership across teams
system
Role-based process
04
Structure product modules
messy
Disconnected spreadsheets and siloed data
system
Dashboard and reporting layer
05
Deploy as product system
messy
No traceability or audit readiness
system
Audit trail and scalable platform
Product Atlas
One system. Four domains.
Select a module or capability - see how operational products connect.
Lab spec sheets
Product modules, documented.
Workflow Lens
Drag the lens. Watch the workflow resolve.
Outside the lens: the operational mess most teams live in. Inside it: the structured product system HATT builds from the same inputs.
messy workflow product system
skin_image_final_v2.jpg
applications.xlsx
asset_list_FINAL.csv
who approved this?
missing data
Re: Re: Fwd: approval
manual re-entry
report due!!
v3_really_final
no owner
workflow.state = unstructured
decode
Drag across the canvas →
lens.x
Product DNA
Every product has the same DNA.
Different industries. Same structural foundation.
Structured workflow
Complex processes mapped into clear stages, roles, and decision points.
SkinToScanGrants PlatformAsset Inventory
Backstage
The interface is the visible layer.
The product is the system underneath.
Every HATT product is built through the same disciplined stack - from workflow strategy down to deployment. Select a layer to see the craft behind it.
hatt://backstage/strategy
artifactBefore any code, we map the real operational workflow - actors, decisions, friction, and the single outcome the product must produce.
domaingrants · evaluation-heavy
actorsapplicant · evaluator · admin · auditor
frictionmanual scoring · lost context · no audit trail
outcomedefensible funding decision
Maturity System
Transparent product maturity.
Every module is labeled honestly. Select a maturity stage to see what it means - and which products are there.
Status brief · Live
Publicly available product with active users.
Visitor CTA
Visit product
We do not claim
No inflated metrics or unsupported claims.
Products at this stage
SkinToScan · Live
Lab briefing
Quick answers. No sales script.
Frequently asked questions
hatt@lab - briefing.terminal
What is HATT Product Lab?
> query: What is HATT Product Lab?
HATT Product Lab is a digital product company building workflow-critical software products across health, grants, operations, and future decision-heavy domains.
Are all HATT products publicly available?
> query: Are all HATT products publicly available?
No. Some HATT products are live, some are available through private walkthroughs, and some are in MVP or lab-queue stages. Each product page shows its current maturity status.
Who is HATT for?
> query: Who is HATT for?
HATT is for teams and partners that need serious digital products for operational workflows, structured decisions, reporting, tracking, or domain-specific processes.
Does HATT focus on one industry?
> query: Does HATT focus on one industry?
No. HATT focuses on a class of problems rather than one sector: messy workflows, fragmented data, unclear ownership, and decisions that need structure.
How can I book a demo?
> query: How can I book a demo?
Use the Contact page to request a product walkthrough, private demo, pilot discussion, or partnership conversation.
Workflow fit
Not sure which module fits?
Four quick questions - we'll suggest the right product and route you to contact with context prefilled.
Start a walkthrough
Ready to decode your workflow?
Book a focused session - we'll map your operational friction and show how a product system could address it.