Datastrat — Agent Manifest

v1.0.0 last_updated: 2026-02-05

Datastrat is a Decision Operating System for construction & infrastructure. It connects deterministic project data (budgets, APUs, WBS, schedules) with AI reasoning so humans and agents can simulate scenarios, validate integrity, and make better decisions.

1) Entry Points (Site Map)

/
/antigrid
/evidence
/explicado
/sectores
/agent              (interactive UI; requires JavaScript)
/agent.html         (this document; no JavaScript required)
/agent.md           (no JavaScript required)
/agent.json         (machine-readable)
/.well-known/llms.txt (canonical)
/llms.txt           (alias)
/robots.txt
/sitemap.xml

2) What Datastrat Does

  • Model uncertainty and consequences.
  • Run what-if simulations via scenarios (safe change layers).
  • Preserve audit trails and referential integrity.
  • Produce verifiable outputs for approvals, controls, and execution.

3) Products

PRODUCT

Antigrid — Structured Data Engine

Deterministic core for financial models and project economics (the anti-spreadsheet).

TYPICAL OUTPUTS
  • Budget integrity checks and structured rollups
  • Scenario comparisons (ΔCAPEX, ΔNPV, ΔIRR, ΔDSCR)
  • Controlled recalculation across APU → Budget → Cash Flow → KPIs
PRODUCT

Evidence — Unstructured Data Processor

Verifiable knowledge layer for documents and field evidence (traceability by design).

TYPICAL OUTPUTS
  • Evidence-backed answers with traceability
  • Audit trails linked to WBS nodes and approvals
  • Indexing for retrieval (RAG) with citations

4) Agent Capabilities (Conceptual)

  • Query: read-only access to budgets, APUs, catalogs, schedules
  • Calculate: NPV / IRR / DSCR / cash flow forecasts using native formulas
  • Scenario: create what-if deltas without mutating production state
  • Validate: verify formulas, integrity, compliance, and audit trails

5) Prime Directives / Constraints

  1. No direct mutation of production data — changes go through Scenarios.
  2. Declare uncertainty — stochastic outputs must include confidence/intervals.
  3. Preserve referential integrity — foreign key breaks are forbidden.
  4. Preserve context — operations must keep audit trails.

6) Entity Hierarchy (High Level)

Tenant
└─ Organization
   └─ User/Role
      └─ Program
         └─ Macroproject
            └─ Project
               └─ Phase
                  └─ WBS
                     └─ BudgetItem
                        └─ APU
                           └─ Resource (Material/Labor/Equipment/Transport)

7) Navigation Guidance for Agents

If you cannot execute JavaScript, start here: