Notes from the lab.
Workflow craft, not launch decks.

From the article

Public enterprises can't afford "we think the asset is somewhere." Formal inventory commissions exist because accountability is mandatory. - Traceability - asset history across locations and custodians - Role separation - commission vs finance vs audit access - Export-ready reports - formats finance and auditors accept…

From the article

"Asset #4472 is missing" should create a ticket with an owner and a deadline - not a three-week email chain. - Missing - not found during scan - Damaged - condition mismatch - Surplus - found but not registered - Location mismatch - asset exists, wrong place Each type needs a resolution path and audit entry. See featur…

From the article

Inventory commission season: clipboards, partial Excel exports, missing assets discovered on day 47, finance waiting for numbers that nobody trusts. Paper gives you none of this at scale. The Asset Inventory Platform structures: 1. Register assets - metadata, categories, tags 2. Assign & scan - QR/barcode verification…

From the article

Grant lifecycle tools often cover intake OR reporting. Rarely both with continuity. Configure program - criteria, timelines, required documents, evaluation rules Receive applications - structured intake, status tracking Evaluate & decide - scoring, committees, approvals Monitor & report - disbursements, milestones, sta…

From the article

Evaluation committees don't fail because people aren't smart. They fail because the process isn't visible. 1. Intake validation - complete applications only 2. Individual scoring - structured criteria, comments attached 3. Committee review - aggregated scores, conflict handling 4. Approval - role-assigned final decisio…

From the article

Spreadsheets work until someone asks: "Who approved this, with what score, based on which criteria, on what date?" Grant programs generate that question constantly. The HATT Grants Platform centralizes: - Application intake with status visibility - Evaluation scoring with committee coordination - Multi-stage approval p…

From the article

Building in health means accepting constraints - and designing better because of them. Every headline, button, and push notification is a claim. We audit copy for diagnostic implication. "Understand your skin" beats "Diagnose your condition." Disclaimers aren't fine print to hide. They're trust signals placed where use…

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A good health workflow feels obvious in hindsight. SkinToScan compresses a confusing real-world problem into four steps. Users photograph the area of concern with guided instructions - lighting, framing, clarity. Reducing bad inputs improves everything downstream. AI-assisted analysis identifies visible patterns for in…

From the article

Health AI is full of products that sound like doctors. SkinToScan is intentionally not one of them. SkinToScan provides AI-assisted informational guidance for visible skin concerns. It helps users understand what they're seeing and decide whether professional advice may be appropriate. It does not diagnose conditions.…

From the article

HATT builds in three domains: health, funding, operations. The surfaces look different. The architecture rhymes. Our footer line - "From signal to system" - is not poetry. It describes how we turn messy inputs into structured product modules. Same pattern. Different domain rules. Horizontal platforms optimize for bread…

From the article

We do not build random apps. We decode workflows - then build systems. Every HATT product started the same way: a messy operational reality (health awareness, grant evaluation, asset inventory) that someone was managing with spreadsheets, email, and hope. The failure mode is never "missing software." It is missing stru…

From the article

Most product companies hide where they really are. We put it in the hero. At HATT Product Lab, every module carries a maturity label: Live, Private Demo, MVP, or Coming Soon. SkinToScan is live. Grants Platform and Asset Inventory are private demos. Future systems sit in the lab queue. That is not a disclaimer buried i…