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Research & Development

What We're Building Next

Alongside our commercial products, DAT runs a research track exploring what distributed operations will need next — before it's a product roadmap item.

Why We Do This

Not every idea ships as a product on day one.

Some ideas are ready for governments and enterprises today. Others need to be tested, piloted, and proven first. This page is where those earlier-stage initiatives live — honestly labeled as research, not sold as finished products.

Featured Initiative

DAT ID

DAT ID is an early-stage initiative exploring verified digital identity for field staff — a potential trust layer beneath future DAT products, so that every check-in, report, and record can be tied to a verified person.

DAT ID is currently in research and pilot exploration. It is not yet a commercially available product, and isn't sold or deployed on its own — it's being developed as a foundation that other DAT products may build on as it matures.

Verified digital identity for field staff
A potential trust layer for future products
Currently in research & pilot exploration
Not yet commercially available
DAT ID concept
Featured Initiative

What's Next for KnowDAT

KnowDAT R&D — concept mockup placeholder (still needed)

KnowDAT already delivers training and policy updates to distributed teams today — the R&D track is exploring where it goes next. Early research is looking at adaptive delivery that adjusts to a worker's role, language, and connectivity, and at predictive gap detection: surfacing which teams need which knowledge before a compliance issue makes it obvious.

This work is exploratory and not on a committed release timeline — it's a look at where the product could go, not a roadmap commitment.

Adaptive, role-aware delivery
Predictive knowledge-gap detection
Multi-language content generation
Exploratory — not a committed roadmap
Research Areas

Broader themes we're exploring across the platform.

Predictive Anomaly Modeling

Extending Workforce OS's anomaly engine from detecting irregular patterns to anticipating them before they occur.

A Cross-Product Intelligence Layer

Exploring how signals from Workforce OS, ReportDAT, and KnowDAT could combine into a single operational picture, instead of separate dashboards.

Adaptive Field Interfaces

Interfaces that adjust to literacy level, language, and connectivity constraints, rather than assuming one interface fits every field worker.

Research & Development

Interested in Partnering on What's Next?