Research • Consulting • Operating — backed by ventures and partners.
HWAH Industries LLC is the parent. We operate through three sister units to cover the full lifecycle—discover → build → operate—backed by a portfolio of ventures and partners.
Purpose: R&D and first-of-a-kind builds. We explore, prototype, and de-risk before scaling—offline-first where needed, security-minded always.
Ownership note: Some systems were designed and implemented by HWAH for partner operators—e.g., ES2 Square (energy audit toolkit) and Leadora (agentic lead-gen)—and are operated by them.
Contact: hrn@hwah.net
Purpose: Blueprints that ship. We turn research into production-grade automations and data systems—with runbooks your team actually follows.
Contact: hrn@hwah.net
Purpose: Operations that don’t drift. We run critical workflows with the same discipline we use to operate our own products.
Contact: hrn@hwah.net
Quantilyst (data utilities) • Pixelator (design-to-asset helpers) • Stockler (lightweight ETL) • Leadora (multi-agent experiments)
Data utilities used across engagements: CSV/Sheets loaders, KPI helpers, Looker Studio connectors, and quick-start semantic layers for operator dashboards.
Where it helps: fast KPI prototyping, ETL/ELT scaffolds, and repeatable reporting packs.
Design-to-asset helpers for consistent visuals: text-to-pixel rendering, batch sizing, and export pipelines for web/app artifacts.
Where it helps: brand consistency and faster marketing ops.
Lightweight ETL building blocks: fetchers/parsers, scheduler hooks, and audit-friendly checkpoints for small, composable pipelines.
Where it helps: usage-based billing, ops reconciliations, and telemetry rollups.
Agentic lead-gen experiments: planner/researcher/builder/reviewer agents with role separation, tool use (APIs/DBs), supervised review loops, and guardrailed prompts.
Where it helps: ICP-driven sourcing, enrichment, and routing with measurable review throughput.