GIS and planning
Turn narrative submissions and supporting reports into consistent observations for review and follow-up.
Controlled pilot now accepting requests
Observation Engine
Turn source documents into structured observations without losing the evidence behind them.
A Windows desktop workflow for analysts who need repeatable review, named decisions, searchable facts, and accountable XLSX exports.
Source passages remain connected to finalized observations.
Evidence-linkedSource context stays attached
Analyst-controlledNo automatic predictions in pilot
Local-firstDocuments stay in the approved environment
Auditable deliveryNamed users, exact installer
Built for document-heavy work
Structure the observations your team already makes.
Observation Engine is for teams whose decisions still begin in reports, submissions, audits, assessments, and operational documents.
Public administration
Give policy and program teams a repeatable path from source documents to structured, reviewable records.
NGO operations
Capture comparable evidence across recurring reports without uploading source documents to a hosted service.
Audit and research
Preserve the connection between an observation, its source passage, and the analyst who finalized it.
Health operations
Support document-heavy operational review without making clinical, privacy, or regulatory certification claims.
A deliberate workflow
From report to reviewable record.
- 01
Import
Open a DOCX report in the Windows desktop application. Source files remain in the approved local or team environment.
- 02
Observe
Select evidence and assign it to structured fields, projects, versions, and analyst-defined facts.
- 03
Review
Resolve missing or conflicting fields and check every observation against its source context.
- 04
Finalize
Commit a named analyst decision to the configured LocalDB or team SQL database.
- 05
Find and export
Retrieve finalized facts by value and export approved rows to a structured XLSX workbook.
Designed for accountable pilots
Access is controlled without hiding how the system works.
Controlled distribution
Each approved analyst receives a time-limited entitlement to one exact, independently audited artifact.
Evidence-bound releases
The catalog accepts only digest-addressed installers with an eligible PRE verdict. There is no latest-version pointer.
Metadata-only support
The in-app reporter sends structural metadata, never screenshots, document text, files, SQL credentials, or page content.
Current approved scope
A controlled Windows pilot, with the boundaries stated plainly.
Included
- Windows desktop package
- DOCX source documents
- Predictions disabled
- LocalDB or approved BYO SQL-auth
- Controlled, named-user distribution
Not claimed
- The installer is not Authenticode-signed.
- The elite Windows shell and standard-user Windows 11 certification are not complete.
- Two-machine and concurrent shared-database operation are outside the current proof scope.
- No sector certification or direct ArcGIS integration is claimed.
Installer naming: the approved package is Observation Engine, but this candidate installs as Data Organization and downloads as DataOrgSetup.exe. Desktop rebranding is tracked separately.
Start with one real workflow
Request a controlled pilot for your analyst team.
We review the team, environment, named users, and intended workflow before granting access to the audited installer.
Request pilot access