Weatherization Intelligence Systems (WIS)

About us

We build AI that helps state weatherization programs deliver safer, faster upgrades — with documentation QC teams can trust.

Field Scout (IHWAP Scout)

Web assistant for crews and managers. Turns photos, notes, and test results into standard Decision Packs and ready-to-file PDFs.

  • Decision • Sequence • Verify • Documentation • Citation
  • Requests PDFs: waiver, third-pot, mech-80, budget-mod
  • Photo guardrails; HVAC Age Finder; health gates & linter

FAAIE — Field Aware AI Engine

Compiled rule engine that maps field evidence to program standards. Traceable outputs with pack hash, commit, and timestamps for audit trails.

  • Compiled rules with health gates
  • Conservative defaults when evidence is incomplete
  • Designed for transparent QA/monitoring

Built for IHWAP

Aligned to Field Standards (July 2021) and PY2026 Operations Manual; supports ASHRAE 62.2/SWS references.

Audit-ready

Exports include pack hash, commit, and generated timestamp. Clean hand-offs to agency QC and state monitors.

Fewer deferrals

WX+ prompts and photo guardrails reduce “come back later.” Crews spend more time fixing homes, less time on paperwork.

Current engine status

Pack · Compiled rules:

View /healthz See DSVD/Requests

Security & privacy

BasicAuth access, strict headers, minimal PII. Photo blobs and sensitive data are excluded from logs by design.

Read our security notes →

Governance

FAAIE packs are versioned. Health gates prevent degraded runs. We ship standard outputs to make monitoring simpler.

Pilot with us

We offer a 90-day pilot: onboarding, decision-pack exports, and support artifacts for QA.

Request a pilot See the product

Contact

Email: contact@fieldscouts.ai
Press & speaking: press@fieldscouts.ai