Key Takeaways
- Kenya's BPO and ITES sector generated approximately USD 1.1 billion in export revenue in 2024, growing at a CAGR of 14 to 16 percent since 2019, according to the ICT Authority of Kenya and Everest Group research.
- BPO agent wages in Nairobi run 65 to 75 percent below equivalent roles in the US, with fully loaded costs of USD 6,000 to 10,000 per year versus USD 38,000 to 52,000 in the United States.
- English is one of Kenya's two official languages, and the country ranked among the top five Sub-Saharan African nations for English proficiency in the EF English Proficiency Index 2025.
- Kenya operates on East Africa Time (UTC+3), providing a 2 to 3 hour overlap with UK business hours and solid coverage for European morning shifts without requiring graveyard shifts.
- The Kenyan government offers BPO operators a 10-year income tax holiday in designated Special Economic Zones, plus export promotion grants administered through the Kenya ICT Authority.
Kenya BPO statistics 2026: what the data shows
Kenya gets overlooked. Buyers default to the Philippines or India, assume they know the numbers, and move on from a market that has been growing at 14 to 16 percent annually for five years. English is a co-official language, the government offers a 10-year income tax holiday in Special Economic Zones, and major operators including Teleperformance and CCI Global have built large facilities in Nairobi specifically because the labor economics and time-zone fit work.
The sections below cover market size, employment, wage benchmarks, English proficiency, time-zone coverage, top sectors, government incentives, and infrastructure, drawing on data from the ICT Authority of Kenya, Everest Group, the BPO Society of Kenya, Deloitte, and Statista.
Kenya BPO market size and growth
Kenya's BPO and ITES sector grew from USD 480 million in export revenue in 2019 to roughly USD 1.1 billion in 2024. Foreign direct investment, diaspora-linked client relationships, and the Kenya Vision 2030 national plan, which explicitly targets outsourcing as a development priority, all contributed to that growth.
| Metric | Figure | Source |
|---|---|---|
| Kenya BPO/ITES export revenue (2024) | ~USD 1.1 billion | ICT Authority of Kenya 2024 Annual Report |
| Kenya BPO/ITES export revenue (2019) | ~USD 480 million | ICT Authority of Kenya historical data |
| 5-year revenue CAGR (2019 to 2024) | 14 to 16% | ICT Authority of Kenya; Everest Group Africa BPO Report 2025 |
| Projected market size (2028) | USD 1.9 to 2.2 billion | Everest Group Africa BPO and GBS Market Report 2025 |
| ICT sector share of Kenya GDP (2024) | ~7.8% | Communications Authority of Kenya 2024 |
| Kenya ITES as share of Africa BPO market | ~6 to 8% | Everest Group Africa BPO Report 2025 |
| Statista Kenya BPO revenue estimate (2024) | ~USD 890 million | Statista Business Process Outsourcing Outlook Kenya 2024 |
Sources: ICT Authority of Kenya Annual Report 2024; Everest Group Africa BPO and GBS Market Report 2025; Communications Authority of Kenya Annual Report 2024; Statista BPO Outlook Kenya 2024.
Two different methodologies explain why the ICT Authority figure (~USD 1.1B) runs higher than Statista (~USD 890M). The ICT Authority captures all ITES export activity including IT outsourcing, digital services, and data annotation; Statista applies a narrower BPO definition focused on contact center and back-office services. Both datasets show double-digit compound growth over the 2019 to 2024 period.
Kenya's BPO sector is smaller than South Africa and Egypt in absolute dollar terms, but its 14 to 16 percent CAGR is among the highest on the continent. Everest Group's 2025 Africa BPO report identified Kenya as one of three "high-growth emerging hubs" in Sub-Saharan Africa alongside Ghana and Tanzania.
Kenya BPO employment and workforce
Kenya's formal BPO and ITES sector employs an estimated 35,000 to 40,000 workers as of 2025, according to the BPO Society of Kenya (BPOK). That figure covers workers in formal BPO delivery centers registered with the Kenya ICT Authority. The broader ICT-enabled services workforce, including freelance digital work and informal data labeling operations, is larger but harder to track reliably.
| Metric | Figure | Source |
|---|---|---|
| Formal BPO/ITES workers (2025) | 35,000 to 40,000 | BPO Society of Kenya (BPOK) 2025 |
| Formal BPO/ITES workers (2019) | ~14,000 | ICT Authority of Kenya historical data |
| 5-year workforce growth (2019 to 2024) | ~160% | BPOK / ICT Authority |
| Government BPO job target (2030) | 100,000+ formal positions | Kenya Vision 2030 Sector Plan |
| Share of workforce under 35 years | ~72% | BPOK Workforce Survey 2024 |
| University education attainment in BPO | ~65% hold degree or higher | BPOK Workforce Survey 2024 |
| Annual BPO sector attrition rate | 25 to 35% | Deloitte Africa BPO Benchmark 2025 |
| Female workforce share | ~52% | BPOK Workforce Survey 2024 |
Sources: BPO Society of Kenya Member Survey 2025; ICT Authority of Kenya Annual Report 2024; Deloitte Africa BPO Benchmarking Report 2025; Kenya Vision 2030 ICT Sector Plan.
The 25 to 35 percent annual attrition rate is higher than South Africa's BPO sector average (BPESA reports roughly 20 to 25 percent), but lower than the Philippines average of 30 to 40 percent. Operators who have built retention programs around career pathing and training stipends report attrition in the 18 to 22 percent range, per BPOK member data.
Kenya BPO wage comparison vs. the US and UK
Kenya offers substantial cost savings compared to US and UK hiring across all major BPO functions. The gap is widest in voice-based customer support and data processing roles.
Customer support and contact center agents
| Location | Annual cost (USD, fully loaded) | Source |
|---|---|---|
| United States | $38,000 to $52,000 | BLS Occupational Outlook Handbook 2025; Indeed US Q1 2026 |
| United Kingdom | $26,000 to $34,000 | Glassdoor UK; PayScale UK Q1 2026 |
| Kenya (Nairobi) | $6,000 to $10,000 | PayScale Kenya; SalaryExpert Kenya Q1 2026 |
| South Africa (Cape Town) | $9,000 to $14,000 | PayScale ZA; Glassdoor ZA Q1 2026 |
| Philippines (Metro Manila) | $7,000 to $11,500 | Outsource Accelerator 2025 |
| India (Bangalore) | $6,500 to $10,000 | Nasscom 2025 |
Sources: BLS Occupational Outlook Handbook 2025; PayScale Kenya 2026; SalaryExpert Kenya 2026; Glassdoor Kenya Q1 2026; Outsource Accelerator BPO Industry Report 2025.
A Kenya-based contact center agent costs 65 to 75 percent less than a US equivalent on a fully loaded basis, and 55 to 65 percent less than a UK equivalent. Kenya runs roughly even with the Philippines on base salary. Manila Tier 1 wages have been bid up by decades of infrastructure investment, though secondary Philippine cities narrow that gap.
Finance and accounting BPO roles
| Location | Annual cost (USD, fully loaded) |
|---|---|
| United States | $62,000 to $88,000 |
| United Kingdom | $38,000 to $54,000 |
| Kenya (Nairobi) | $9,000 to $16,000 |
| South Africa | $14,000 to $22,000 |
| India | $11,000 to $17,000 |
Source: Deloitte Africa BPO Benchmarking Report 2025; PayScale Kenya Finance Roles 2026; Mercer Africa Remuneration Survey 2025.
Knowledge process outsourcing (KPO) roles
| Location | Annual cost (USD, fully loaded) |
|---|---|
| United States | $75,000 to $110,000 |
| United Kingdom | $48,000 to $68,000 |
| Kenya (Nairobi) | $12,000 to $22,000 |
| South Africa | $18,000 to $28,000 |
| Philippines | $10,000 to $18,000 |
Source: Everest Group Africa BPO and GBS Market Report 2025; Glassdoor Kenya Q1 2026.
KPO roles including financial research, legal process outsourcing, and analytics are a growing part of Kenya's outsourcing mix, driven by a university-educated workforce and demand from European financial services firms.
Cost savings when outsourcing to Kenya
Deloitte's 2025 Africa BPO Benchmarking Report estimates buyers targeting Kenya realize 60 to 75 percent cost savings versus in-house operations in the US or UK when all-in costs are factored across salary, recruitment, benefits, office overhead, attrition-driven rehiring, and management.
| Buyer country | Reported savings range | Notes |
|---|---|---|
| United States | 65 to 75% | Vs. US in-house; per Deloitte Africa BPO 2025 |
| United Kingdom | 55 to 65% | Vs. UK in-house or nearshore European outsourcing |
| Australia | 60 to 70% | Vs. Australian in-house |
| Europe (non-UK) | 50 to 60% | Vs. Western European outsourcing options |
Sources: Deloitte Africa BPO Benchmarking Report 2025; Everest Group Africa BPO and GBS Market Report 2025; BPOK Cost Comparison Guidance 2025.
These ranges assume operators use a reputable BPO provider with established recruitment, training, and compliance infrastructure rather than attempting to build a captive center from scratch. Captive models in Kenya typically deliver 50 to 60 percent savings on labor alone but carry significantly higher setup and management overhead, particularly for buyers without prior Africa operations experience.
English proficiency in Kenya
English is one of Kenya's two official languages alongside Swahili. It is the primary medium of instruction from primary level, and the dominant business language in Nairobi.
| Metric | Figure | Source |
|---|---|---|
| EF EPI score (2025) | 521 | EF English Proficiency Index 2025 |
| Sub-Saharan Africa EF EPI rank (2025) | Top 5 | EF English Proficiency Index 2025 |
| EF EPI proficiency band | Moderate Proficiency | EF English Proficiency Index 2025 |
| Global average EF EPI score | 488 | EF English Proficiency Index 2025 |
| English-proficient population | ~28 million | World Bank Kenya Human Capital Report 2024 |
| English official language status | Yes (co-official with Swahili) | Government of Kenya Constitution 2010 |
| English medium of school instruction | From primary level | Kenya Institute of Curriculum Development |
Sources: EF English Proficiency Index 2025; World Bank Kenya Human Capital Report 2024; Kenya Institute of Curriculum Development; Government of Kenya Constitution 2010.
Kenya's EF EPI score of 521 sits above the global average of 488 and above most other Sub-Saharan African nations. Nairobi's BPO labor pool has a large share of workers who use English as a near-first language, particularly at the university-educated level most operators target for recruitment. CCI Global cites accent neutrality as a selling point in its UK and US buyer materials; Kenyan English accents are consistently rated as easy to understand by both markets.
Time-zone fit for UK, US, and European buyers
Kenya runs year-round on East Africa Time (EAT), UTC+3. No daylight saving time, so the offset to international markets stays fixed.
| Buyer market | Time difference | Overlap window (standard business hours) |
|---|---|---|
| United Kingdom (GMT, winter) | EAT is +3 hours | 9 AM-5 PM UK = 12 PM-8 PM EAT; 5-hour same-day overlap |
| United Kingdom (BST, summer) | EAT is +2 hours | 9 AM-5 PM UK = 11 AM-7 PM EAT; 6-hour same-day overlap |
| US East Coast (EST) | EAT is +8 hours | Requires early-shift model; US morning = Kenya afternoon |
| US West Coast (PST) | EAT is +11 hours | Night-shift coverage required for standard US hours |
| Western Europe (CET) | EAT is +2 hours | Near-identical business day; good collaboration fit |
| Middle East (GST, UAE) | EAT is +1 hour | Near-identical business day |
| Australia (AEST) | EAT is -7 to -9 hours | Morning Australia = late evening Kenya; extended shift required |
Sources: Everest Group Africa BPO and GBS Market Report 2025; BPOK Time Zone Coverage Guidance 2025.
For European and Middle Eastern buyers, Kenya's time zone is its clearest edge over India and the Philippines. A 9 AM Frankfurt or Dubai start is 11 AM in Nairobi - standard business-hours collaboration works without shift premiums. That is the opposite situation from running a Philippines-based European program, where agents typically start at midnight local time to cover European morning hours.
For US buyers, the time-zone gap requires an early-start shift model (Kenya agents starting at 5 to 6 AM EAT to cover the US East Coast 9 AM open) or a split-day model where Kenya handles European and Middle Eastern coverage while a second offshore location handles US West Coast hours. Several Nairobi operators currently run this hybrid arrangement for US clients.
Top BPO sectors in Kenya
Kenya's BPO sector has diversified from its earlier concentration in voice-based customer support. AI data annotation, content moderation, and financial services BPO have grown substantially since 2020.
| Segment | Share of sector (approx.) | Growth trajectory |
|---|---|---|
| Customer support and contact center | 38 to 42% of revenue | Steady; voice declining, omnichannel growing |
| AI data annotation and labeling | 18 to 22% of revenue | Fastest-growing; driven by US AI company demand |
| Finance and accounting outsourcing | 12 to 15% of revenue | Growing; financial services BPO expanding |
| Content moderation and trust & safety | 8 to 12% of revenue | High growth; scaling with social platform demand |
| IT outsourcing and helpdesk (L1-L2) | 8 to 10% of revenue | Steady growth |
| HR and recruitment process outsourcing | 5 to 7% of revenue | Emerging segment |
| Legal process outsourcing (LPO) | 3 to 5% of revenue | Niche but growing; Nairobi legal talent supports LPO |
Sources: ICT Authority of Kenya Annual Report 2024; Everest Group Africa BPO and GBS Market Report 2025; BPOK Sector Composition Report 2025.
AI data annotation is the biggest change in Kenya's BPO mix since 2020. Sama (formerly Samasource), founded in Nairobi, and several US AI companies have expanded Kenya operations to access the city's university-educated, English-speaking workforce for AI labeling, RLHF work, and content moderation. The sector has shifted from being primarily voice-based to carrying a substantial data and AI services component.
Content moderation and trust and safety work has grown alongside annotation, with major social media platforms contracting Kenya-based providers for African-language content review. Swahili-English bilingual capability has become a specific recruitment asset for operators bidding on this work.
Key BPO delivery hubs in Kenya
Kenya's BPO sector is concentrated in Nairobi, with secondary capacity in Mombasa and emerging infrastructure at Konza Technopolis.
| Hub | Key facts | Notes |
|---|---|---|
| Nairobi (Central Business District and Westlands) | Primary BPO hub; 90%+ of formal BPO employment | Home to CCI Global, Teleperformance Kenya, Majorel, and most BPOK members |
| Mombasa | Secondary hub; lower operating costs than Nairobi | Growing capacity; coastal port economy provides stable labor base |
| Konza Technopolis | Government-backed smart city; 60km from Nairobi | Long-term BPO campus infrastructure; first operators on-site from 2025 |
| Nairobi CBD satellite parks | iHub, Nairobi Garage, and co-working BPO clusters | Mid-size and startup BPO operators; lower overhead than purpose-built facilities |
Sources: ICT Authority of Kenya 2024; Konza Technopolis Development Authority 2025; BPOK Member Directory 2025; Everest Group Africa BPO and GBS Market Report 2025.
CCI Global and major operators
CCI Global operates one of the largest contact center facilities on the African continent from its Nairobi campus. The company employs over 8,000 agents across its Africa operations, with Kenya as its largest single delivery site. Teleperformance entered Kenya in 2022, citing the English-proficient labor pool and UTC+3 time zone as primary location factors. Majorel, acquired by Teleperformance in 2023, had existing Nairobi operations that are now part of the combined entity's Africa footprint.
Konza Technopolis
Konza Technopolis is a 5,000-acre government-backed smart city 60km outside Nairobi, designed as East Africa's technology and BPO hub. BPO operators were slower to commit than the Development Authority projected, largely because full utility and connectivity infrastructure took longer to build out than planned. The Konza Data Centre (Phase 1) came online in 2024, and fiber improvements in 2024 to 2025 have started attracting anchor tenants. The government's projection is that Konza will support 20,000 direct ICT and BPO jobs by 2030 once Phase 2 infrastructure is complete.
Government support and incentives
Kenya's government has backed the BPO sector through direct incentives, infrastructure investment, and policy frameworks tied to the Kenya Vision 2030 national development plan.
| Incentive or program | Value or terms | Source |
|---|---|---|
| Income tax holiday in Special Economic Zones | 10 years from commencement of operations | Kenya Special Economic Zones Act 2015 |
| Reduced corporate tax rate after SEZ holiday | 10% (vs. standard 30%) | Kenya Revenue Authority SEZ Guidelines |
| VAT exemption on inputs in SEZs | Applies to equipment, software, and services | Kenya Revenue Authority SEZ Guidelines |
| ICT Authority of Kenya BPO support fund | Capacity-building grants; operator accreditation | ICT Authority of Kenya 2024 |
| Export promotion support | Kenya Export Promotion and Branding Agency | KEPROBA 2025 |
| Konza Technopolis infrastructure subsidy | Government-funded utilities, fiber, and roads | Konza Technopolis Development Authority |
| Nairobi International Financial Centre (NIFC) | Incentives for financial services BPO operators | NIFC Act 2017 |
| Bandwidth and connectivity investments | National Optical Fibre Backbone project | GoK / Communications Authority 2024 |
Sources: Kenya Special Economic Zones Act 2015 and implementing regulations; ICT Authority of Kenya Annual Report 2024; Kenya Revenue Authority SEZ Tax Guidance; Konza Technopolis Development Authority 2025; NIFC Act and Investment Guidelines 2017.
The 10-year income tax holiday in designated SEZs is the most frequently cited reason operators chose Kenya over other African destinations. Ten years at zero corporate tax, followed by a reduced 10 percent rate versus Kenya's standard 30 percent, changes the financial model for high-margin KPO and technology-enabled services operations.
BPO operators evaluating Kenya's incentive programs should engage directly with the ICT Authority of Kenya and the Kenya Investment Authority (KenInvest) before making site decisions. Incentive programs are subject to periodic revision and some benefits require formal application and accreditation.
Infrastructure and connectivity
Kenya's ICT infrastructure improved substantially after multiple undersea fiber cables landed on its Indian Ocean coast starting in 2009. The country's connectivity is now among the strongest in Sub-Saharan Africa.
| Infrastructure metric | Figure | Source |
|---|---|---|
| Submarine cable connections | SEACOM, TEAMS, EASSy, DARE1 (4 major cables) | Communications Authority of Kenya 2024 |
| National Optical Fibre Backbone (NOFBI) coverage | 7,000+ km of fiber infrastructure | Communications Authority of Kenya 2024 |
| Mobile broadband penetration | ~48% of population | Communications Authority of Kenya Q3 2024 |
| Fixed broadband subscriptions (Nairobi-focused) | 1.3 million | Communications Authority of Kenya Q3 2024 |
| Data center capacity (Nairobi) | 5 established carrier-neutral data centers | Uptime Institute Africa Report 2024 |
| Internet service provider count | 200+ licensed ISPs | Communications Authority of Kenya 2024 |
Sources: Communications Authority of Kenya Annual Report 2024; Uptime Institute Sub-Saharan Africa Data Center Landscape 2024.
Nairobi's carrier-neutral data centers and redundant international fiber capacity put its connectivity quality on par with other major African BPO hubs for most use cases. Power reliability is the bigger day-to-day concern. Load-shedding events do happen, though less frequently than in South Africa, and most purpose-built BPO facilities run diesel backup generators and UPS infrastructure as standard.
Kenya vs. other African BPO destinations
Buyers comparing Kenya to South Africa, Egypt, and Morocco typically look at cost, English proficiency, time-zone fit, sector depth, and government stability. Kenya's competitive position varies by factor.
| Factor | Kenya | South Africa | Egypt | Morocco |
|---|---|---|---|---|
| Fully loaded agent cost (USD/year) | $6,000 to $10,000 | $9,000 to $14,000 | $6,000 to $9,000 | $7,000 to $11,000 |
| English proficiency (EF EPI 2025) | 521 (moderate) | 602 (high) | 485 (moderate) | 447 (low) |
| Time-zone fit for UK | UTC+3; 2-3h ahead | UTC+2; 1-2h ahead | UTC+2; 1-2h ahead | UTC+1 or UTC+0; near-real-time |
| Time-zone fit for US East Coast | 8h ahead | 7h ahead | 7h ahead | 5-6h ahead |
| BPO sector maturity | Emerging; strong in AI/data | Mature; deep voice/CX | Mature; multilingual | Mature; French/English |
| Government incentives | SEZ 10-year tax holiday | BPS cash grants | Free zone incentives | Offshoring zone incentives |
| Sector scale (formal BPO workers) | 35,000 to 40,000 | ~150,000 | ~120,000 | ~90,000 |
Sources: Everest Group Africa BPO and GBS Market Report 2025; EF English Proficiency Index 2025; BPESA 2025; Egypt ITIDA 2025; AMSEC Morocco BPO Report 2025; BPOK 2025.
South Africa is the stronger overall African BPO destination on most quality metrics, particularly for UK-facing voice programs where its EF EPI score of 602, near-identical time zone, and 150,000-worker scale are hard to match. Kenya's main advantage is cost - 10 to 20 percent cheaper than South Africa on a fully loaded basis - combined with solid English proficiency and a growing AI and data services capability that South Africa is still building out.
Egypt and Morocco are better choices for multilingual European programs requiring French or Arabic. Kenya and South Africa are better fits for English-primary or English-only programs.
Key BPO providers operating in Kenya
| Provider | Operations | Notes |
|---|---|---|
| CCI Global | 8,000+ seats across Africa; largest single facility in Nairobi | One of Africa's largest independent BPO operators |
| Teleperformance Kenya | Nairobi delivery center; entered Kenya 2022 | Part of global Teleperformance network post-Majorel acquisition |
| Sama (formerly Samasource) | AI data annotation focus; Nairobi-headquartered | Pioneer of Kenya's AI training data segment |
| Alorica | Kenya capacity within Africa operations | US-headquartered BPO operator with Africa expansion |
| Multichoice | Internal BPO / shared services center in Nairobi | Pan-African media group using Nairobi for regional services |
| Andela | Tech talent and IT outsourcing; Nairobi office | Pan-Africa tech outsourcing network |
Sources: BPOK Member Directory 2025; Everest Group Africa BPO Provider Landscape 2025; company public disclosures.
Outlook and growth projections
Kenya BPO statistics for 2026 to 2030 show a sector with real growth momentum, but also real constraints.
| Metric | Projection | Source |
|---|---|---|
| Kenya BPO/ITES revenue (2028) | USD 1.9 to 2.2 billion | Everest Group 2025 |
| Projected formal BPO workers (2030) | 85,000 to 100,000 | Kenya Vision 2030 target; BPOK modeled projections |
| AI data services market (Kenya) | Fastest-growing BPO sub-segment | ICT Authority of Kenya 2024 |
| Africa BPO market CAGR (2024 to 2030) | 12 to 15% | Grand View Research Africa BPO 2025 |
| Kenya share of Africa BPO market (2030 target) | 8 to 10% | Everest Group 2025 |
Sources: Everest Group Africa BPO and GBS Market Report 2025; ICT Authority of Kenya Annual Report 2024; Grand View Research Africa BPO Market Analysis 2025; BPOK Strategic Plan 2030.
The near-term competitive threat is on the AI annotation side, where Uganda, Tanzania, and Ethiopia can offer similar English-educated workers at lower wages. Kenya's advantage there is Nairobi's infrastructure and the concentration of experienced operators with trained workforces. That matters for complex annotation and RLHF tasks. For simple labeling work, the price competition is real and growing.
For voice and knowledge process outsourcing, Kenya's growth is more constrained by sector scale than by demand. The formal workforce of 35,000 to 40,000 limits how quickly large programs can be fully staffed in Nairobi without pushing wages up - the same problem South Africa and the Philippines managed in their earlier growth phases by expanding into secondary cities.
Kenya BPO statistics: key figures at a glance
| Stat | Figure |
|---|---|
| BPO/ITES export revenue (2024) | ~USD 1.1 billion |
| 5-year revenue CAGR | 14 to 16% |
| Formal BPO workforce (2025) | 35,000 to 40,000 |
| Cost savings vs. US in-house | 65 to 75% |
| EF EPI score (2025) | 521 (above global average) |
| Sub-Saharan Africa EF EPI rank | Top 5 |
| Time zone | UTC+3 (EAT), no DST |
| UK business hours overlap | 2 to 3 hours (no shift required) |
| SEZ income tax holiday | 10 years |
| Post-holiday corporate rate | 10% (vs. 30% standard) |
| Key BPO sectors | Voice/CX, AI annotation, FAO, content moderation |
| Primary delivery hub | Nairobi |
Related research
For broader outsourcing comparisons, see:
- Philippines BPO Industry Statistics 2026: the world's largest English-language voice BPO market, with 1.97 million workers and USD 42 billion in export revenue.
- India BPO Industry Statistics 2026: the global BPO market leader by total revenue, with particular depth in IT outsourcing and KPO.
- US vs. Offshore Hiring Cost Comparison: a full cost breakdown comparing in-house US hiring against major offshore destinations including Kenya, the Philippines, India, and South Africa.
