Public-data prototype — Public-data prototype. Built only from openly published sources. Not an official statistic, not investment advice and not a diagnosis of any business. About the prototype

Sector Observatory — SADC industry-intelligence terminal

Understand SADC as a Connected Regional Market.

Compare economies, industries, trade relationships, development priorities, projects, capital, opportunities and risks across Southern Africa—while preserving the evidence, context and differences of every member country.

Method: Observatory method v0.1

Explore Countries Explore Industries Compare Regional Markets

Data notice. Figures and interpretations depend on the latest reviewed public evidence. Every published value must identify its source, reporting period, update date, confidence and release status.

Decision questions this page answers

What is happening?What is happening across the region
Why is it happening?Industry momentum and pressure
Who is affected?Participant Impact Explorer
Which signals are verified?Evidence gaps and conflicts
What are the material risks?Material risks
Which projects or funding are relevant?SADC Capital and Project Intelligence
What should be monitored next?Opportunities requiring investigation

Regional economic statistics

What the register currently supports

Method: Observatory method v0.1

Member states configured

1 with approved records

Industries configured

1 with approved records

Approved evidence records

2 in review · 1 conflict open

Regional statistics approved

0 / 18

None approved yet — each reads Insufficient Evidence

A regional figure appears here only when it has been computed from approved country records with a stated aggregation method, or quoted directly from a named source, and released by a human approver. Missing values are shown as Insufficient Evidence, never as zero, Green or Red. Regional statistics rules

Interactive SADC map

Sixteen configured member states. Shading shows evidence coverage only. Open a country board or compare up to four.

Compare Regional Markets

Country outlines are generalised from Natural Earth public-domain data for on-screen pointing only. They are indicative, not an authority on borders, sovereignty or disputed territories. Small island states carry a marker because their land area is too small to be a reliable pointer target.

Legend — evidence coverage

Approved records registered
Conflicting evidence recorded
No approved records — Insufficient Evidence

Shading never encodes performance. A country with no approved records is neutral, not Red.

Pointed at

Move over or tab to a country. Enter opens its board.

What is happening across the region

This is the only story loaded with values. It uses openly published figures so the method can be inspected. All other combinations show Insufficient Evidence.

Open the full record

Demonstration story — Zambia, copper and cobalt

Demonstration story records
Indicator	Value	Period	State	Content and release	Source, method and limitation
Production volumecopper-and-cobalt	820,676tonnes of copper	Calendar year 2024	Green	Observed factModerate confidenceApproved for publication	Source: Reuters (reporting the Zambian Minister of Mines and Minerals Development press briefing) — Zambia copper output up 12% last year as key mines recover Period: Calendar year 2024 Published: 2025-01-22 Last update: 2025-01-24 Method: Observatory method v0.1 Limitation: Ministerial statement reported by news agencies. Not yet reconciled against an audited national statistics release.
Production volumecopper-and-cobalt	732,583tonnes of copper	Calendar year 2023	Amber	Observed factModerate confidenceApproved for publication	Source: Reuters (reporting the Zambian Minister of Mines and Minerals Development press briefing) — Zambia copper output up 12% last year as key mines recover Period: Calendar year 2023 Published: 2025-01-22 Last update: 2025-01-24 Method: Observatory method v0.1 Limitation: Comparison base as stated in the same ministerial briefing.
Production volumecopper-and-cobalt	+12.0% change year on year	2024 against 2023	Green	Calculated resultModerate confidenceApproved for publication	Source: Argus Media (reporting the same ministerial briefing) — Zambian copper production rises 12pc in 2024 Period: 2024 against 2023 Published: 2025-01-22 Last update: 2025-01-24 Method: Observatory method v0.1 Formula: (820,676 − 732,583) ÷ 732,583 × 100 = 12.0% Limitation: Derived from two reported totals from the same source. Rounded to one decimal place.
Employmentcopper-and-cobalt	No valuepeople	Not established	Insufficient Evidence	Observed factUnverifiedIn review	Source: No source registered Period: Not established Published: Not applicable Last update: 2025-01-24 Method: Observatory method v0.1 Limitation: No published sector employment figure has been registered for this period. The value is left empty, not estimated.
Supply reliabilitySector level	No valuehours of interruption	2024	Conflicting Evidence	Observed factLow confidenceIn review	Source: No source registered Period: 2024 Published: Not applicable Last update: 2025-01-24 Method: Observatory method v0.1 Limitation: Public reporting on 2024 drought-related electricity restrictions varies by source and period definition. The Observatory records the disagreement instead of choosing a number.

Hierarchy every record sits on

SADC Region
Country
Industry
Subsector
Indicator
Evidence
Insight
Opportunity or Risk
Participant Effect
Decision

Country comparison

Configured countries with their blocs, plans and approved record count. Select up to four for a side-by-side view.

Open the comparison

Country	Capital	Blocs	Named plans	Approved records	Compare
Angola	Luanda	SADC, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Botswana	Gaborone	SADC, SACU, AFCFTA	1	Insufficient Evidence	Add to comparison
Comoros	Moroni	SADC, COMESA, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Democratic Republic of the Congo	Kinshasa	SADC, COMESA, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Eswatini	Mbabane	SADC, SACU, COMESA, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Lesotho	Maseru	SADC, SACU, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Madagascar	Antananarivo	SADC, COMESA, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Malawi	Lilongwe	SADC, COMESA, AFCFTA	1	Insufficient Evidence	Add to comparison
Mauritius	Port Louis	SADC, COMESA, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Mozambique	Maputo	SADC, AFCFTA	None registered	Insufficient Evidence	Add to comparison
Namibia	Windhoek	SADC, SACU, AFCFTA	1	Insufficient Evidence	Add to comparison
Seychelles	Victoria	SADC, COMESA, AFCFTA	None registered	Insufficient Evidence	Add to comparison
South Africa	Pretoria	SADC, SACU, AFCFTA	1	Insufficient Evidence	Add to comparison
Tanzania	Dodoma	SADC, EAC, AFCFTA	1	Insufficient Evidence	Add to comparison
Zambia	Lusaka	SADC, COMESA, AFCFTA	1	3	Add to comparison
Zimbabwe	Harare	SADC, COMESA, AFCFTA	1	Insufficient Evidence	Add to comparison

Industry momentum and pressure

State by country and industry, then the approved values moving and the values under strain. Missing evidence is never shown as zero, Green or Red.

GreenAmberRedInsufficient EvidenceNot ApplicableConflicting Evidence

Industry state by SADC country
Country	Mining and Minerals	Agriculture and Agro-processing	Energy and Power	Manufacturing	Construction and Infrastructure	Transport and Logistics	Financial Services	ICT and Digital	Tourism and Hospitality	Wholesale and Retail Trade	Health and Pharmaceuticals	Education and Skills
Angola	Angola — Mining and Minerals — Insufficient Evidence	Angola — Agriculture and Agro-processing — Insufficient Evidence	Angola — Energy and Power — Insufficient Evidence	Angola — Manufacturing — Insufficient Evidence	Angola — Construction and Infrastructure — Insufficient Evidence	Angola — Transport and Logistics — Insufficient Evidence	Angola — Financial Services — Insufficient Evidence	Angola — ICT and Digital — Insufficient Evidence	Angola — Tourism and Hospitality — Insufficient Evidence	Angola — Wholesale and Retail Trade — Insufficient Evidence	Angola — Health and Pharmaceuticals — Insufficient Evidence	Angola — Education and Skills — Insufficient Evidence
Botswana	Botswana — Mining and Minerals — Insufficient Evidence	Botswana — Agriculture and Agro-processing — Insufficient Evidence	Botswana — Energy and Power — Insufficient Evidence	Botswana — Manufacturing — Insufficient Evidence	Botswana — Construction and Infrastructure — Insufficient Evidence	Botswana — Transport and Logistics — Insufficient Evidence	Botswana — Financial Services — Insufficient Evidence	Botswana — ICT and Digital — Insufficient Evidence	Botswana — Tourism and Hospitality — Insufficient Evidence	Botswana — Wholesale and Retail Trade — Insufficient Evidence	Botswana — Health and Pharmaceuticals — Insufficient Evidence	Botswana — Education and Skills — Insufficient Evidence
Comoros	Comoros — Mining and Minerals — Insufficient Evidence	Comoros — Agriculture and Agro-processing — Insufficient Evidence	Comoros — Energy and Power — Insufficient Evidence	Comoros — Manufacturing — Insufficient Evidence	Comoros — Construction and Infrastructure — Insufficient Evidence	Comoros — Transport and Logistics — Insufficient Evidence	Comoros — Financial Services — Insufficient Evidence	Comoros — ICT and Digital — Insufficient Evidence	Comoros — Tourism and Hospitality — Insufficient Evidence	Comoros — Wholesale and Retail Trade — Insufficient Evidence	Comoros — Health and Pharmaceuticals — Insufficient Evidence	Comoros — Education and Skills — Insufficient Evidence
Democratic Republic of the Congo	Democratic Republic of the Congo — Mining and Minerals — Insufficient Evidence	Democratic Republic of the Congo — Agriculture and Agro-processing — Insufficient Evidence	Democratic Republic of the Congo — Energy and Power — Insufficient Evidence	Democratic Republic of the Congo — Manufacturing — Insufficient Evidence	Democratic Republic of the Congo — Construction and Infrastructure — Insufficient Evidence	Democratic Republic of the Congo — Transport and Logistics — Insufficient Evidence	Democratic Republic of the Congo — Financial Services — Insufficient Evidence	Democratic Republic of the Congo — ICT and Digital — Insufficient Evidence	Democratic Republic of the Congo — Tourism and Hospitality — Insufficient Evidence	Democratic Republic of the Congo — Wholesale and Retail Trade — Insufficient Evidence	Democratic Republic of the Congo — Health and Pharmaceuticals — Insufficient Evidence	Democratic Republic of the Congo — Education and Skills — Insufficient Evidence
Eswatini	Eswatini — Mining and Minerals — Insufficient Evidence	Eswatini — Agriculture and Agro-processing — Insufficient Evidence	Eswatini — Energy and Power — Insufficient Evidence	Eswatini — Manufacturing — Insufficient Evidence	Eswatini — Construction and Infrastructure — Insufficient Evidence	Eswatini — Transport and Logistics — Insufficient Evidence	Eswatini — Financial Services — Insufficient Evidence	Eswatini — ICT and Digital — Insufficient Evidence	Eswatini — Tourism and Hospitality — Insufficient Evidence	Eswatini — Wholesale and Retail Trade — Insufficient Evidence	Eswatini — Health and Pharmaceuticals — Insufficient Evidence	Eswatini — Education and Skills — Insufficient Evidence
Lesotho	Lesotho — Mining and Minerals — Insufficient Evidence	Lesotho — Agriculture and Agro-processing — Insufficient Evidence	Lesotho — Energy and Power — Insufficient Evidence	Lesotho — Manufacturing — Insufficient Evidence	Lesotho — Construction and Infrastructure — Insufficient Evidence	Lesotho — Transport and Logistics — Insufficient Evidence	Lesotho — Financial Services — Insufficient Evidence	Lesotho — ICT and Digital — Insufficient Evidence	Lesotho — Tourism and Hospitality — Insufficient Evidence	Lesotho — Wholesale and Retail Trade — Insufficient Evidence	Lesotho — Health and Pharmaceuticals — Insufficient Evidence	Lesotho — Education and Skills — Insufficient Evidence
Madagascar	Madagascar — Mining and Minerals — Insufficient Evidence	Madagascar — Agriculture and Agro-processing — Insufficient Evidence	Madagascar — Energy and Power — Insufficient Evidence	Madagascar — Manufacturing — Insufficient Evidence	Madagascar — Construction and Infrastructure — Insufficient Evidence	Madagascar — Transport and Logistics — Insufficient Evidence	Madagascar — Financial Services — Insufficient Evidence	Madagascar — ICT and Digital — Insufficient Evidence	Madagascar — Tourism and Hospitality — Insufficient Evidence	Madagascar — Wholesale and Retail Trade — Insufficient Evidence	Madagascar — Health and Pharmaceuticals — Insufficient Evidence	Madagascar — Education and Skills — Insufficient Evidence
Malawi	Malawi — Mining and Minerals — Insufficient Evidence	Malawi — Agriculture and Agro-processing — Insufficient Evidence	Malawi — Energy and Power — Insufficient Evidence	Malawi — Manufacturing — Insufficient Evidence	Malawi — Construction and Infrastructure — Insufficient Evidence	Malawi — Transport and Logistics — Insufficient Evidence	Malawi — Financial Services — Insufficient Evidence	Malawi — ICT and Digital — Insufficient Evidence	Malawi — Tourism and Hospitality — Insufficient Evidence	Malawi — Wholesale and Retail Trade — Insufficient Evidence	Malawi — Health and Pharmaceuticals — Insufficient Evidence	Malawi — Education and Skills — Insufficient Evidence
Mauritius	Mauritius — Mining and Minerals — Insufficient Evidence	Mauritius — Agriculture and Agro-processing — Insufficient Evidence	Mauritius — Energy and Power — Insufficient Evidence	Mauritius — Manufacturing — Insufficient Evidence	Mauritius — Construction and Infrastructure — Insufficient Evidence	Mauritius — Transport and Logistics — Insufficient Evidence	Mauritius — Financial Services — Insufficient Evidence	Mauritius — ICT and Digital — Insufficient Evidence	Mauritius — Tourism and Hospitality — Insufficient Evidence	Mauritius — Wholesale and Retail Trade — Insufficient Evidence	Mauritius — Health and Pharmaceuticals — Insufficient Evidence	Mauritius — Education and Skills — Insufficient Evidence
Mozambique	Mozambique — Mining and Minerals — Insufficient Evidence	Mozambique — Agriculture and Agro-processing — Insufficient Evidence	Mozambique — Energy and Power — Insufficient Evidence	Mozambique — Manufacturing — Insufficient Evidence	Mozambique — Construction and Infrastructure — Insufficient Evidence	Mozambique — Transport and Logistics — Insufficient Evidence	Mozambique — Financial Services — Insufficient Evidence	Mozambique — ICT and Digital — Insufficient Evidence	Mozambique — Tourism and Hospitality — Insufficient Evidence	Mozambique — Wholesale and Retail Trade — Insufficient Evidence	Mozambique — Health and Pharmaceuticals — Insufficient Evidence	Mozambique — Education and Skills — Insufficient Evidence
Namibia	Namibia — Mining and Minerals — Insufficient Evidence	Namibia — Agriculture and Agro-processing — Insufficient Evidence	Namibia — Energy and Power — Insufficient Evidence	Namibia — Manufacturing — Insufficient Evidence	Namibia — Construction and Infrastructure — Insufficient Evidence	Namibia — Transport and Logistics — Insufficient Evidence	Namibia — Financial Services — Insufficient Evidence	Namibia — ICT and Digital — Insufficient Evidence	Namibia — Tourism and Hospitality — Insufficient Evidence	Namibia — Wholesale and Retail Trade — Insufficient Evidence	Namibia — Health and Pharmaceuticals — Insufficient Evidence	Namibia — Education and Skills — Insufficient Evidence
Seychelles	Seychelles — Mining and Minerals — Insufficient Evidence	Seychelles — Agriculture and Agro-processing — Insufficient Evidence	Seychelles — Energy and Power — Insufficient Evidence	Seychelles — Manufacturing — Insufficient Evidence	Seychelles — Construction and Infrastructure — Insufficient Evidence	Seychelles — Transport and Logistics — Insufficient Evidence	Seychelles — Financial Services — Insufficient Evidence	Seychelles — ICT and Digital — Insufficient Evidence	Seychelles — Tourism and Hospitality — Insufficient Evidence	Seychelles — Wholesale and Retail Trade — Insufficient Evidence	Seychelles — Health and Pharmaceuticals — Insufficient Evidence	Seychelles — Education and Skills — Insufficient Evidence
South Africa	South Africa — Mining and Minerals — Insufficient Evidence	South Africa — Agriculture and Agro-processing — Insufficient Evidence	South Africa — Energy and Power — Insufficient Evidence	South Africa — Manufacturing — Insufficient Evidence	South Africa — Construction and Infrastructure — Insufficient Evidence	South Africa — Transport and Logistics — Insufficient Evidence	South Africa — Financial Services — Insufficient Evidence	South Africa — ICT and Digital — Insufficient Evidence	South Africa — Tourism and Hospitality — Insufficient Evidence	South Africa — Wholesale and Retail Trade — Insufficient Evidence	South Africa — Health and Pharmaceuticals — Insufficient Evidence	South Africa — Education and Skills — Insufficient Evidence
Tanzania	Tanzania — Mining and Minerals — Insufficient Evidence	Tanzania — Agriculture and Agro-processing — Insufficient Evidence	Tanzania — Energy and Power — Insufficient Evidence	Tanzania — Manufacturing — Insufficient Evidence	Tanzania — Construction and Infrastructure — Insufficient Evidence	Tanzania — Transport and Logistics — Insufficient Evidence	Tanzania — Financial Services — Insufficient Evidence	Tanzania — ICT and Digital — Insufficient Evidence	Tanzania — Tourism and Hospitality — Insufficient Evidence	Tanzania — Wholesale and Retail Trade — Insufficient Evidence	Tanzania — Health and Pharmaceuticals — Insufficient Evidence	Tanzania — Education and Skills — Insufficient Evidence
Zambia	Zambia — Mining and Minerals — Green	Zambia — Agriculture and Agro-processing — Insufficient Evidence	Zambia — Energy and Power — Conflicting Evidence	Zambia — Manufacturing — Insufficient Evidence	Zambia — Construction and Infrastructure — Insufficient Evidence	Zambia — Transport and Logistics — Insufficient Evidence	Zambia — Financial Services — Insufficient Evidence	Zambia — ICT and Digital — Insufficient Evidence	Zambia — Tourism and Hospitality — Insufficient Evidence	Zambia — Wholesale and Retail Trade — Insufficient Evidence	Zambia — Health and Pharmaceuticals — Insufficient Evidence	Zambia — Education and Skills — Insufficient Evidence
Zimbabwe	Zimbabwe — Mining and Minerals — Insufficient Evidence	Zimbabwe — Agriculture and Agro-processing — Insufficient Evidence	Zimbabwe — Energy and Power — Insufficient Evidence	Zimbabwe — Manufacturing — Insufficient Evidence	Zimbabwe — Construction and Infrastructure — Insufficient Evidence	Zimbabwe — Transport and Logistics — Insufficient Evidence	Zimbabwe — Financial Services — Insufficient Evidence	Zimbabwe — ICT and Digital — Insufficient Evidence	Zimbabwe — Tourism and Hospitality — Insufficient Evidence	Zimbabwe — Wholesale and Retail Trade — Insufficient Evidence	Zimbabwe — Health and Pharmaceuticals — Insufficient Evidence	Zimbabwe — Education and Skills — Insufficient Evidence

Momentum — improving values with an approved source

Country	Value	Period	State
Zambia	820,676 tonnes of copper	Calendar year 2024	Green
Zambia	+12.0 % change year on year	2024 against 2023	Green

Pressure — values under strain or unresolved between sources

Country	Value	Period	State
Zambia	732,583 tonnes of copper	Calendar year 2023	Amber
Zambia	No value	2024	Conflicting Evidence

Regional trade and value chains

The Regional Integration Monitor and the configured trade blocs. No trade relationship is inferred from geography, membership or announcement.

One region, distinct economies. SADC is treated as a connected market for comparison, trade, investment, capital, plans and risk—never as one undifferentiated economy. National sovereignty, policies, currencies, institutions, legal systems, business environments, markets, development priorities, plan cycles, industrial structures and evidence quality differ, and the terminal preserves those differences.

Sovereignty
Policy
Currency
Institutions
Legal system
Business environment
Market structure
Development priorities
Plan cycles
Industrial structure
Evidence quality

Coverage: 11 themes configured · 0 verified cross-border records · 16 member states in scope.

Trade bloc register

Regional Integration Monitor
Theme	Question the theme answers	State
Cross-border trade	Which goods and services move between which member states, and how has that changed?	Insufficient Evidence
Regional value chains	Where are stages of production split across more than one member state?	Insufficient Evidence
Transport corridors	Which corridors carry regional trade and where is capacity or delay recorded?	Insufficient Evidence
Energy interconnection	Which power and fuel links connect member states, with what recorded capacity?	Insufficient Evidence
Digital connectivity	Which cross-border digital links, payment rails and data corridors are recorded?	Insufficient Evidence
Investment flows	What intra-regional and inbound investment is recorded, by whom and where?	Insufficient Evidence
Labour and skills mobility	What recorded movement of workers and skills crosses member-state borders?	Insufficient Evidence
Industrial complementarity	Where do member states' industrial structures supply or compete with one another?	Insufficient Evidence
Development plan alignment	Where do national plans and regional strategies name the same priority?	Insufficient Evidence
Trade barriers	Which tariff and non-tariff measures are recorded between member states?	Insufficient Evidence
Implementation constraints	What recorded constraints slow agreed regional measures?	Insufficient Evidence

A theme changes state only when a named public source records a specific cross-border fact, the record passes method check and human review, and it is approved for publication. The monitor never infers a trade relationship from geography, membership or announcement.

Trade blocs in scope

Bloc	Purpose	Members registered
SADCSouthern African Development Community	Regional economic community coordinating integration, industrialisation and trade in Southern Africa.	16 configured
SACUSouthern African Customs Union	Customs union applying a common external tariff and revenue-sharing arrangement.	5 configured
AfCFTAAfrican Continental Free Trade Area	Continental free trade area covering goods, services and rules of origin.	Insufficient Evidence
COMESACommon Market for Eastern and Southern Africa	Regional economic community with overlapping membership across Eastern and Southern Africa.	Insufficient Evidence
EACEast African Community	Regional economic community relevant to northern SADC corridors.	Insufficient Evidence

Investment, trade agreements and capital and project intelligence

Three sections are configured in the landing order and wait for their own registers and routes. Nothing is shown for them until sourced records exist.

Section 8
Investment intelligence
Configured. Register and route not yet built.
Insufficient Evidence
Section 9
Trade Agreements and Market Access Explorer
Configured. Register and route not yet built.
Insufficient Evidence
Section 10
SADC Capital and Project Intelligence
Configured. Register and route not yet built.
Insufficient Evidence

Development Plan Alignment

Configured plans and the relationships registered against them. No plan progress, target achievement or delivery performance is asserted.

Plan	Level	Owner	Period	Relationships registered
Eighth National Development Plan (8NDP)	NATIONAL	Government of the Republic of Zambia	2022–2026	1
National Development Plan 2030	NATIONAL	Government of South Africa	to 2030	None
Vision 2036	NATIONAL	Government of Botswana	to 2036	None
Vision 2030	NATIONAL	Government of Namibia	to 2030	None
Tanzania Development Vision 2025	NATIONAL	Government of Tanzania	to 2025	None
Malawi 2063	NATIONAL	Government of Malawi	to 2063	None
National Development Strategy 1	NATIONAL	Government of Zimbabwe	2021–2025	None
SADC Regional Indicative Strategic Development Plan	REGIONAL	Southern African Development Community	2020–2030	None
SADC Industrialisation Strategy and Roadmap	REGIONAL	Southern African Development Community	2015–2063	1
African Union Agenda 2063	CONTINENTAL	African Union	to 2063	None
African Continental Free Trade Area agreement	CONTINENTAL	African Union / AfCFTA Secretariat	in force since 2019	None
United Nations Sustainable Development Goals	GLOBAL	United Nations	to 2030	None

Opportunities requiring investigation

Signals, not forecasts or advice. Each names what to monitor next.

AmberOpportunity signalIn review
Mine supply and services demand tied to sustained copper output
If reported output holds at the 2024 level, demand for consumables, maintenance and haulage services is likely to be sustained rather than contracting. This is a signal from one reported year, not a forecast.
Monitor next: Audited 2024 and 2025 output releases; published mine capital and operating spend.

All opportunity signals

Material risks

Pressures recorded with their evidence state and confidence.

Conflicting EvidenceRisk signalLow confidence
Electricity reliability reporting is unresolved
Published accounts of 2024 electricity restrictions differ in period and measure. Until one measure is reconciled, the Observatory records Conflicting Evidence and rates nothing.
Monitor next: A single published interruption measure with a stated method and period.

All risk signals

Participant Impact Explorer

Thirteen lenses. Choose your position to read each reviewed signal through the same eight fields. The lens changes the wording, never the evidence.

Open the explorer

Jobs and Skills Outlook

Occupations connected to recorded evidence. Demand is stated only where a source records it.

Insufficient EvidenceAnalyst interpretation
Mine maintenance and technical trades
Occupations connected to sustained mine output. No published vacancy or wage series has been registered, so demand is not quantified.

Jobs and skills outlook

Evidence gaps and conflicts

Which signals are verified, what is missing, and where published sources disagree.

Type	Scope	State	Statement	Owner
Gap	Zambia — Mining and Minerals — Employment	Insufficient Evidence	No published sector employment series registered. Value left empty rather than estimated.	Sector analyst2025-01-24
Conflict	Zambia — Energy and Power — Supply reliability	Conflicting Evidence	Public accounts of 2024 electricity restrictions differ in measure and period. Unresolved pending review.	Sector publisher2025-01-24
Gap	All other SADC country and industry combinations	Insufficient Evidence	No approved records loaded. Those pages show Insufficient Evidence by design and will remain empty until sources are registered and reviewed.	Sector analyst2025-01-24

Latest approved briefs

Released briefs only. Drafts and briefs in review are not listed.

Approved for publication
Zambia copper output, calendar year 2024 — demonstration brief
Records the reported national copper total for 2024 against 2023, states the calculation used for the year-on-year change, and lists what is still missing before any sector judgement can be made.
Calendar year 2024 · published 2025-01-24 · Observatory method v0.1

All briefs

Methodology and evidence notice

How a value gets onto this page, and what this terminal will not claim.

Method and limits

Figures and interpretations depend on the latest reviewed public evidence. Every published value must identify its source, reporting period, update date, confidence and release status.

Source registered → evidence captured → method checked → interpretation drafted → human review → approved publication → scheduled verification → revision or withdrawal. Values that have not completed this chain are shown with their release state, or as Insufficient Evidence.