Procurement

Research, Tactical, and Strategic tiers grounded in causal explainability, tail-risk guarantees, and audit-ready delivery.

Tier 1: Research

Single-tenant sandbox for deterministic experimentation.

  • Seeds + manifests for reproducible batch/stream output (`tests/test_determinism.py`).
  • CLI presets (`aleatoric list-presets`) and local artifacts.
  • MCP validation/schema endpoints for contract locking.

Tier 2: Tactical

Operational hardening for production testbeds.

  • S3 artifact backend with provenance (`src/aleatoric/artifacts.py`).
  • Venue-specific funding simulation + normalization caches (`mcp.json`, `process/normalizer.py`).
  • Metrics/OTLP wiring (`observability.py`, `tracing.py`).

Tier 3: Strategic

Custom calibration and compliance alignment.

  • API-key policies and scoped rate limits (`api/security.py`).
  • Custom venue parameterization and validation support.
  • Audit + status integration with `dashboards/*` templates.

Engagement

Send requirements, target venues, and compliance constraints through the request access form. Include desired MCP tool access and artifact retention needs.

References available: validation report (`validation/VALIDATION_REPORT.md`), determinism/manifest tests (`tests/test_determinism.py`, `tests/test_mcp_manifest_parity.py`).

Next Step

Pick a time, download the security overview, or email us to start procurement.