CONSTRUCTION WORKSPACE

SITUS

The Super-Inspector for construction due diligence.

SITUS runs the workflow—not just assists it.

EVIDENCE-FIRST LOGICAUDIT-READY OUTPUTSWORKFLOW SPINE
Signal Disconnect

Assessments Die in
Static Reports.

Most construction intelligence stays trapped: photos scattered in folders, costs buried in spreadsheets, and context locked in engineers' heads. When teams change or projects hand off, the knowledge disappears. Clients get conflicting data when ESA and PCA reports don't sync.

SITUS turns every assessment into structured, auditable intelligence—so findings become costs, costs become schedules, and schedules sync to your institutional memory. Unified Salient Facts: core asset data entered once, synced across PCA and ESA.

The Shift

What changes when SITUS runs the workflow

Same people. Same properties. Entirely different output discipline.

Old Way
Photos

Uploaded to the platform. Manually dragged into sections — or skipped with a note that says "see appendix."

Costs

Entered in a cost table that doesn't talk to the condition field. Both filled in separately, by hand.

Report

Assembled inside a template that enforces nothing. Quality depends entirely on who's writing that day.

Reviewer

Opens the finished PDF and starts over. Three exports to get the page breaks right.

Lender

Waits for the complete report. The reserve number isn't separated from the narrative — you can't get one without the other.

History

Prior assessments found manually. Asset history lives in email threads and a shared drive no one maintains.

With SITUS
Photos

Drive-By AI attaches them to checklist items before anyone goes onsite. Evidence is bound, not filed.

Costs

ASTM-driven: cost timing determines condition. The table and the condition rating are the same source — no contradictions.

Report

Generated from confirmed findings. Narrative, cost table, photo appendix — assembled, not written. One template, zero variance.

Reviewer

Reviews staged findings only. Mismatches block save — caught at entry, not after three PDFs.

Lender

Quick Response ships the reserve number the day findings are confirmed. Full narrative follows on its own timeline.

History

Prior reports link to the property automatically. Asset history is structured, searchable, and always current.

The Engine Runs the Workflow

Old way: Inspectors manually assemble photos, tables, and narrative sections.

SITUS way: The engine drives the process by default.

01

INGEST

Photos, PDFs, legacy reports. Evidence becomes structured observations.

02

STRUCTURE

Proposed findings with condition tags. Bound to costing logic and reserve schedules.

03

ASSEMBLE

Findings, cost tables, report sections. Generated from authoritative records.

04

GOVERN

Human review + approval. Every override logged with rationale.

Result: Less cognitive load. Fewer review failures. Consistent outputs across teams.

Evidence-First Logic: From Intake to Output

Guardrails That Prevent Bad Outputs

SITUS enforces evidence discipline and keeps a clean chain of custody—from intake → finding → cost → narrative. It eliminates the "data gap" between the field and the final report.

Evidence Binding

Poor condition requires photo evidence. Missing access triggers "Limited Observation" language. Every finding traces back to source documents.

Cost Logic

Repair/Replace requires quantity + unit cost. Cost binds to condition via deterministic rules. Reserve schedules generated from authoritative records.

Liability Gating

Human review + approval required. Every override logged with rationale. Permanent audit trail for defensibility in legal reviews and lender scrutiny.

System Outcome

No guessing. No improvisation. No downstream surprises.

Configuration

Installed Packs

SITUS adapts to your workflow. Select packs to inherit validation rules, evidence requirements, and reporting standards.

Active Modules

Property Condition

PCA

Environmental

ESA

Progress Monitoring

CONSTRUCTION

Need a custom workflow? We build it with you.

Apply for Partner Track
Drive-By Reviews

System Workflow Demo

Click each tab to run that workflow. Research handles recon and pre-site actions, Site handles checklist + finding staging, Findings shows costed items, and Reports generates downloadable output.

STAGEWorkflow tabs
Run AI Research

Checklist

Property name

Central Tower

Elevator count

Current: 28

Floors served

Current: 55

Auto-fill Research fields with ✦ AI Research, Satellite Property Scan and Google Earth.

Observations

Elevator systems show aging modernization indicators from historical records and prior reports.

Findings

Potential modernization requirement detected; verify controls, cabs, and machine room condition on site.

The Findings Record: Structured Evidence

Every finding becomes a structured record with evidence binding, cost logic, and review status. Guardrails prevent bad outputs.

Finding

ID: ALG-2026-001-042

✓ Verified
Component

Roof Membrane (Building A)

Condition

Poor

Action

Replace

Qty

120 SF

Cost Item

Roof Membrane Replacement

Cost Estimate

$45,200

Evidence Attached
📷 3 photos📄 1 doc
Timing

Immediate

Provenance Chain
Source

stage_2026_001

Evidence IDs

[042, 043, 044, doc_001]

Reviewer

J. Doe (PE)

Override

None

Guardrails enforce quality: Poor requires evidence. Repair requires quantity + cost.

Evidence to Decision, End to End

SITUS is built around one operational spine: recon evidence turns into mapped checklist actions, then deterministic cost logic and report output.

1

RESEARCH

Pre-site intelligence: Google Earth Timeline AI, Property Scan, and AI Research run together.

Timeline screenshots, public records, satellite imagery, and pre-site observations flow into structured recon. Observations generate on-site actions.

2

SITE

On-site evidence capture with Drive-By AI and checklist completion.

Drive-By AI auto-assigns files to checklist items. Reviewer confirms condition, quantities, and evidence per component. Staged findings flow to Findings.

3

FINDINGS

Staged items become structured findings with deterministic cost logic.

Repair/replace conditions bind to quantity, cost item, and reserve timing. Reviewer confirms each finding before it can appear in a report.

4

REPORTS

Report sections generate from confirmed findings with traceable citations.

Each claim traces to checklist data, evidence IDs, and reviewer sign-off. Reports require human approval before delivery.

Every output is traceable. Every decision is defensible.

Step 1 of the Workflow

You arrive on site
already knowing
what to look for.

Before your inspector sets foot on the property, STAGE's Research Engine runs three parallel scans and hands them a pre-site brief: what changed on the property over time, what the county says about it, and what to investigate when they get there.

The brief generates on-site Actions — specific, numbered investigation items that map directly to checklist fields. Reviewers don't assign work on arrival. It's already assigned.

Google Earth Timeline AI

Analyzes satellite imagery across years. Flags roof changes, additions, demolitions, and site modifications that don't appear in permits.

Property Scan

Cross-references county records, municipal data, and ownership history. Surfaces discrepancies before the visit — year built, last sale, zoning conflicts.

AI Research

Analyzes uploaded documents, images, and satellite data to generate proposed checklist fields, observations, and condition flags — all cached to the source, not re-run.

Research Brief — Pre-Site

Property

1247 Oleander Ave · 1983 · 48 Units

Google Earth · 2019 vs 2024

Roof surface color change detected on Building C. Possible membrane replacement without permit on file.

Property Scan · County Records

Year built discrepancy: client states 1985, county shows 1983. Affects ASTM useful life calculations.

AI Research · 4 Photos Analyzed

Proposed: Parking lot — Poor condition. Staining at building base. Downspout displacement at NW corner.

Generated On-Site Actions

01

Verify Building C roof — confirm replacement scope and permit status

02

Confirm year built with management — affects reserve schedule

03

Inspect NW downspout and base staining — moisture intrusion risk

Built for Flexibility, Not Forks

SITUS Core is the shared workflow foundation—reusable across construction domains. Workflow Packs configure client-specific behavior without fragmenting the codebase.

Packs are versioned YAML/JSON. base_pack → tenant_pack → project_override. Lower levels can only restrict—never expand. Invalid pack blocks project creation.

STAGE CORE

Reusable across PCA, ESA, Progress. Single codebase.

  • Evidence ingestion + staging
  • Findings object model
  • Findings + reserve logic
  • Report generator
  • Audit + provenance

WORKFLOW PACKS

Pack controls: rules, terminology, validation, templates.

  • Validation rules (e.g. debt vs equity)
  • Terminology (e.g. PCA, ESA, Progress, Appraisals)
  • Cost libraries
  • Templates + export formats
  • Domain-specific prompts

YOUR CONFIGURATION

Opt-in per pack. Nothing turns on without approval.

  • Enabled per tenant via entitlements
  • Partner proprietary logic lives in custom packs (e.g. PCA Pack)
  • Need PCA-style deliverables? There’s a pack for that.
  • Progress monitoring, appraisals, ESA—each use case can have its own pack.

What Packs Actually Control

  • Validation rules: Poor requires photo. Repair requires quantity + cost. Pack-configurable thresholds (e.g. debt vs equity sensitivity).
  • Terminology + language: Condition labels (e.g. Immediate vs Short-Term vs Routine). Action labels (e.g. R&M vs Replace). Mode selector (e.g. PCA, ESA, Progress, Appraisals).
  • Cost + reporting: Cost libraries, EUL/RUL sources, inflation model. Report sections, required elements (FOIA, PSQ, ADA screening), output formats (PDF, CSV, photo appendix).
  • SITUS → GRID sync: On approval, findings + evidence_ids + cost table + salient facts + override rationales sync to institutional memory. Append-only. Each sync creates an immutable snap.

Nothing turns on without approval—capabilities are opt-in per pack. Invalid pack blocks project creation. All packs validated against schema on load; schema changes require a migration path.

Quick Response

1247 Oleander Ave — PCA

Ready

$187,400

Immediate

$342,000

Year 1–3

$891,200

Year 4–10

Top Flags

Roof Membrane — Bldg C

Replace · Immediate

$45,200

Parking Lot — North Section

Replace · Year 1

$68,400

Elevator Modernization

Replace · Year 2

$112,000

Full narrative in progress

14 findings · 100% reviewed
Quick Response

The reserve number
ships before the
narrative is done.

Lenders don't need the prose. They need the cost table, reserve schedule, and key flags — and they need it fast. STAGE's Quick Response delivers a cost-first output the moment findings are confirmed, while the full narrative is still being assembled.

No waiting on writing. No holding the reserve number hostage to paragraph edits. The output that closes the loan ships first — the report follows.

Cost-first output

Reserve schedule, cost table, timing flags — from confirmed findings only.

Ships immediately

Generated the moment reviewer sign-off is complete. No assembly required.

Full report follows

Narrative, photo appendix, and compliance language come after — same evidence base.

Who It's For

Built for Teams That Can't Afford to Be Wrong

PCA & Engineering Firms

Per-report subcontractor costs mostly cover formatting work. SITUS generates the deliverable from confirmed findings — reviewers review, not rebuild.

Equity & Due Diligence Teams

Cross-referencing PCAs by hand against your own data wastes deal time. Structured findings let you compare condition, cost, and timing across assets in one place.

Lenders & Underwriters

Defensible reserve numbers require a traceable evidence chain. Every finding connects to source, photo, and sign-off. Numbers that hold up under review.

Report Reviewers

Reviewing a finished PDF from scratch takes hours. Reviewers on SITUS see only staged findings. Mismatches block save — they're caught at entry, not in review.

Built for Liability-Heavy Work

SITUS is designed for environments where outputs must hold up years later—in audits, legal reviews, and lender scrutiny.

Glass-Box Accountability

Every claim traces back to:

  • source_id (origin document)
  • evidence_ids[] (photos/snippets)
  • timestamp + version
  • review_status (draft/staged/approved)
  • override_rationale (when humans override engine)

Provenance states: Verified (modern evidence + approval), Resurrected (from archive, unverified until confirmed), Derived (inferred, must show lineage).

Hierarchy of Truth

When sources conflict, SITUS enforces authority order:

  • 1. Construction/architectural docs (as-builts, specs, permits)
  • 2. Physical assessment evidence (photos, measurements)
  • 3. County/municipal records (assessor, GIS, permits)
  • 4. Third-party reports (previous PCAs, environmental)
  • 5. Client-provided data (rent rolls, spreadsheets)

Higher authority wins by default. Override requires rationale + reviewer approval. Same-level conflict → flag for human. "Unknown" is always valid—never force a guess.

Human-in-the-Loop

Models suggest. System validates. Humans decide.

  • Every approval and override is logged with rationale
  • Permanent audit trail for defensibility
  • Override requires reviewer approval—never auto-applied

Nothing ships without human sign-off. LLMs propose—the system decides and proves. Every override logged with rationale for defensibility in legal reviews and lender scrutiny.

Archive Resurrection

Ingest legacy PDFs and photo logs to create structured history on Day 1.

  • Chunk by doc type (tables vs narrative vs bullet lists)
  • Preserve provenance (page/section where possible)
  • Defaults to Resurrected/Unverified until confirmed

Resurrected data NEVER auto-promotes. Human confirmation required. Contradicted by modern evidence → Superseded (never deleted).

Reports Are a Byproduct. Truth Is the Output.

SITUS doesn't just generate PDFs—it writes structured, provenance-backed truth that feeds your institutional memory.

GRID and ATLAS Coming Soon

SITUS

Generation Layer

Recon → Checklist Stage → Cost → Report

"Detect roof membrane failure on Building A."

"Map Building A roof to portfolio-wide membrane dependencies."

GRID

Memory Layer

Portfolio Graph • Evidence Timeline

ATLAS

Strategy Layer

Portfolio Rollups • CapEx Planning

"Forecast replacement costs for all Tier-1 membrane systems."

SITUS deliverables are instant. The asset intelligence compounds over time.

SITUS writes approved checklist evidence, staged investigations, and cost-linked outputs into a consistent record. GRID and ATLAS integrations are coming soon.

Powered by Approved Outputs

SITUS only generates reports from confirmed findings. Every claim traces back to source evidence and reviewer sign-off.

Reports are customized for each firm based on:

  • ASTM E2018-24 — Baseline property condition assessment standard
  • Industry standards — EULs, unit costs, and common practice
  • Client scope of work — Client-specific requirements and preferences

ASTM E2018-24 also references olfactory and auditory observations. SITUS supports visual evidence; qualified professionals on site handle those elements.

Available as a standalone workspace or integrated into your existing ERP via API.

No unverified AI guesses

Every output derives from confirmed findings and reviewer sign-off—never from raw model output.

Eval harness: 100% claims map to inputs. Citation integrity. <5% drift across runs. Guardrail enforcement. Deploy threshold: 95% pass, 0 critical FAILs.

Satellite Investigation to Checklist in One Click

Step 1

Map investigation to checklist field

Step 2

One click adds it as a Pre-Site Action

Step 3

Defect-tagged rows are cost-ready

Autofill safety: current checklist value stays; AI suggestion appears below for reviewer decision.

Derived from finalized logs only
Traceable back to source evidence
Quick Response: Cost table + reserves before full narrative

Workflow

ResearchSiteFindingsReports

AI Research runs pre-site (Research tab). Drive-By AI runs on-site (Site tab). Staged findings flow through Findings before report output.

Governance

Reviewer override visibility
Full audit trail included
Multi-user review workflows

Additional capabilities

Offline-first mobile app
Custom cost tables
Research automation (GIS, FOIA, public records)
AI Research prefill (Google Earth + imagery)

Deploy the
engine.

We’ll map your deliverables and stand up a workspace.

Evidence-First Logic
Findings and costs require linked evidence; no blind approvals.
Audit-Ready Outputs
Reports and cost rolls trace back to evidence and review actions.
Workflow Spine
Single workflow from capture to approved deliverable.