Economic decision infrastructure

Economic decision infrastructure

A verified operating system for economic analysis.

Research-grade methods, deterministic validation, and reusable software for institutions that cannot afford opaque results.

tekmeris / pipeline verified
  1. 01source.register()complete
  2. 02data.ingest()complete
  3. 03model.construct()complete
  4. 04checks.run()passed
  5. 05report.publish()ready
ReproducibleAuditableDecision-ready

01 / Research proof

Software earned through real analysis.

Papers are research outputs and disciplined product discovery. Nothing enters the toolkit until a real analysis needs it.

P001Draft v0.6

Data · Model

From Supply and Use Tables to Reproducible Social Accounting Matrices

A transparent construction and audit framework applied to South Africa, Kenya, and the Netherlands, with registered sources, reproducible pipelines, validation reports, and a complete replication package.

Applied researchSouth Africa · Kenya · NetherlandsIn development
S001Submission ready

Software · Pipeline

edikit: a Python toolkit for reproducible construction and auditing of national social accounting matrices

The software metapaper documents the open-source toolkit, its verification architecture, and its validation across five countries and three exercise types.

Research softwareFive countries · Three exercisesIn development
P002In progress

Data · Model · Audit

Auditing and reconciling Senegal’s social accounting matrices

A reproducibility, reconciliation, backtesting, and extension study of Senegal’s official SAM series, using ANSD’s supply-use tables and institutional accounts to cover 2014–2023.

Applied researchSenegal · 2014–2023In development

02 / Toolkits

edikit

The first in a growing family of Tekmeris toolkits: a Python package for reproducible construction and auditing of national social accounting matrices from official statistics.

Inspect the code
01edikit.data

Official-data readers, concordances, and accounting checks at ingestion.

02edikit.model

Account taxonomies, balancing, coverage assertions, and per-cell diagnostics.

03edikit.report

Audit-ready workbooks with live formulas, totals, and balance checks.

04edikit.pipeline

End-to-end generation and verification workflows built on the tested library.

03 / System architecture

One accountable chain from source to decision.

The durable asset is the accumulated system of workflows, concordances, validation tests, model histories, and documented corrections.

01DATA

Register

Official sources, provenance, vintages, and concordances.

02MODEL

Construct

Explicit taxonomies, balancing, assumptions, and transformations.

03CHECK

Verify

Deterministic tests, diagnostics, and clean execution.

04DECIDE

Deploy

Auditable outputs that remain updateable after delivery.

The operating standard

AI proposes.
Checks verify.
Experts approve.

Complete source provenance

Deterministic accounting checks

Clean-environment execution

Visible limitations and corrections

04 / Tekmeris

From one-off analysis to cumulative infrastructure.

Tekmeris—pronounced “tek-MEH-riss” or “tèk-MÉ-riss”—is a research-led computational economics venture. It turns rigorous papers, reproducible methods, and maintained software into systems institutions can update, inspect, and trust.

The problem

Economic decisions still rely on fragmented data, opaque assumptions, and models that are expensive to rebuild.

The approach

Use AI to reduce repetitive model-building while deterministic checks and qualified experts retain authority.

The operating rule

Every paper leaves behind a reusable capability.

Each analysis should make the next one faster, cheaper, and easier to verify. Over time, the accumulated workflows, concordances, accounting rules, validation tests, model histories, and documented corrections become the durable asset.

01

Reference research

Test a scientific question on real data and publish the evidence, code, and limitations.

02

Reusable component

Extract stable methods into maintained libraries, schemas, and model templates.

03

Decision workflow

Combine validated components with versioning, scenarios, auditability, and clear exports.

04

Learning system

Preserve corrections, model performance, forecast errors, and user evidence to improve the next version.

Long-term architecture

A connected family of economic systems.

This is the direction of travel, not a claim that every component already exists. The current research and toolkits establish the verified foundations.

01

Model Factory

Validated, versioned, and documented economic model assets.

02

Forecast Engine

Forecasts, scenarios, uncertainty ranges, and performance records.

03

Benchmark Platform

Defensible indices, peer comparisons, and methodological decompositions.

04

Decision Studio

Inspectable objectives, constraints, trade-offs, and policy portfolios.

05

Economic Twin

A jurisdiction-level system joining data, models, forecasts, and institutional memory.

tek-MEH-riss

The name

Proof, not plausibility.

Tekmeris comes from the Greek tekmērion: Aristotle’s term for decisive proof, the sign from which a conclusion necessarily follows. It captures the standard behind the work: transparent evidence, explicit reasoning, and results that can be checked.

Global in ambition, with Africa as a high-impact proving ground.