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PAMILANGA · Labs / 03

Technology.
Intelligence.
Systems.

Engineering software and intelligent systems built for technical work where traceability, control and real-world execution matter.

Autonomous-system forensics · Developer tooling · Engineering compliance · Industrial intelligence · CAD/BIM systems
Explore Products Open GitHub ↗
Why Labs

Software shaped by
engineering reality.

PAMILANGA Labs starts with the workflow, not the technology. We build software around technical work where evidence, geometry, supplier data and project decisions need to stay inspectable.

Our systems sit between software architecture, engineering, procurement, industrial operations, architecture and manufacturing. Public tools are released when their contracts are repeatable; private R&D remains validation-gated until its evidence is strong enough to stand on its own.

Product Portfolio

From autonomous-system forensics
to industrial intelligence.

01 · Autonomous Systems / Telemetry Forensics Open Source · Validated v0.1.0
INCIDENT → EVIDENCE → ROOT CAUSE
PX4 ULog · telemetry · causal ordering · evidence windows Offline forensic reconstruction →

PAMIR

Offline forensic analysis for autonomous-system telemetry. PAMIR reconstructs PX4 ULog incidents from timestamped evidence, identifies the earliest material root event, preserves causal ordering and produces reproducible JSON forensic reports without cloud dependencies.

PX4 ULog Telemetry Incident Reconstruction Root-Cause Analysis Offline
Explore PAMIR on GitHub ↗ View v0.1.0 Release ↗
02 · Developer Tooling / Software Architecture Open Source · Public v0.1.0
CRITICAL IMPACT
contract · database · ownership · downstream Explainable review scope →

impactctl

Deterministic change-impact CLI that turns Git diffs into explainable system-risk signals across API contracts, database migrations, deployment/configuration changes, CI/CD, ownership boundaries and explicit downstream dependencies.

Go CLI OpenAPI AsyncAPI CODEOWNERS System Dependencies
Explore on GitHub ↗ View Releases ↗
03 · Engineering / Procurement Open Source · Stable v1.1.0
Requirement → Evidence → Classification → Human Review

BidLint

Deterministic technical-bid compliance software for comparing engineering specifications with vendor evidence while preserving source provenance and explicit uncertainty.

PDF XLSX IFC Provenance
Explore on GitHub ↗ View Releases ↗
04 · Procurement Intelligence Open Source · Stable v1.0
Evidence → Criteria → Weighting → Decision → Audit

Supplier Scorecard

Explainable supplier-decision infrastructure for structured scoring, transparent criteria, auditable weighting and reviewable procurement decisions.

Supplier Risk Scoring Auditability Procurement
Explore on GitHub ↗ View Releases ↗
05 · Industrial Intelligence Private · Technical Validation
Telemetry → Forecast → Detect → Explain → Act

Industrial Time-Series Intelligence

Model-agnostic multivariate forecasting, cross-sensor anomaly detection, degradation tracking and early-failure warning. Controlled validation comes before stronger product claims.

Forecasting Anomaly Detection Failure Horizon Edge / On-Prem
Discuss validation ↗
06 · Industrial Flow Private R&D
Shipment → Bundle → Equipment → Route → Staging → Load

Smart SlabFlow 2.0

Industrial decision-support and optimization for large-format slab handling, warehousing, staging and logistics.

Material Flow Rule Engine Routing Load Planning
Discuss pilot ↗
07 · Industrial Transformation Private · Pre-pilot
Data → Gap → Economics → Priority → Transformation

PAMILANGA GreenOps

Industrial green-transformation intelligence that turns energy, water, material, waste and emissions data into prioritized technical and financial action with traceable assumptions and evidence boundaries.

Energy Water Materials Emissions ROI
Discuss pre-pilot ↗
08 · Architecture Systems Private Development

AXF

Architectural eXecution Framework for CAD/BIM-native coordination, technical output and evidence-aware project execution.

CAD/BIMArchitectureCoordination
09 · CAD Automation Private Development

PamiCAD Pro

Engineering drawing and structured CAD automation connecting design intent with repeatable production output.

CADAutomationManufacturing
10 · Specification Intelligence Private Development

SPEC AI

Specification intelligence for supplier, RFQ and project workflows with provenance, uncertainty and controlled recovery boundaries.

SpecificationsRFQProvenance
11 · Industrial Vision R&D · Feasibility

PamiVision

Hardware-agnostic industrial visual intelligence for quality-control and edge-processing workflows.

Computer VisionQuality ControlEdge AI
Open Engineering Procurement Stack

Separate responsibilities.
One inspectable decision path.

The public procurement toolchain keeps commercial normalization, quotation comparison, payment exposure, vendor risk, technical compliance and final supplier decisions independently inspectable.

01 · v0.2Currency NormalizerAuditable FX normalization. 02 · v0.2RFQDiffStructured quotation comparison. 03 · v0.2Payment Terms ParserCommercial exposure from free text. 04 · v0.3Vendor Risk EngineTransparent supplier-risk scoring. 05 · v1.1BidLintTechnical compliance with evidence. 06 · v1.0Supplier ScorecardExplainable supplier decisions.
Operating Principles

Intelligence without
loss of control.

01Evidence before confidence.

Outputs stay traceable to the source that supports them.

02Human gates stay visible.

Ambiguity is surfaced rather than silently automated.

03Workflow before feature.

Products begin with real engineering friction.

04Measured claims only.

Validation comes before stronger product claims.

PAMILANGA / Divisions
01Advanced ManufacturingPrecision. Engineering. Performance.↗ 02ArchitectureMaterial. Engineering. Form.↗
03LabsTechnology. Intelligence. Systems.●
Collaborate / Test / Build

Have a workflow
worth fixing?

We work on technical workflows where fragmented evidence, repetitive manual work or weak traceability creates measurable operational friction.

Talk to PAMILANGA Labs labs@pamilanga.com
Engineering software · Industrial intelligence · Product pilots · Technical collaboration