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Important Factors to Consider While Building a Business Intelligence Programme for Your Organisation

By Hyther Nizam, President – MEA, Zoho Corp
With digital transformation picking up faster than ever before in the business landscape, most organisations today employ a mix of business tools to run their operations across sales, marketing, finance, HR, etc. More often than not, all of these tools include a reporting module that displays department-specific data records and statements. However, stand-alone data like sales figures, lead numbers, email open rates, and the like, can only tell you so much about customer behaviour.

As businesses continue to go digital and become increasingly data-driven, it’s imperative for them to include a holistic business intelligence (BI) programme in their technology strategy. A comprehensive BI programme helps combine various data points from multiple sources, perform cross-functional analysis, and bring out intuitive insights like inspirations behind seasonal customer trends, reasons for supply-chain gaps, sales funnel pain points gathered from customer feedback, productivity drops due to employee attrition, future trend predictions, and whatnot. Powerful information like this can enable organisations to adopt a culture of smart, evidence-based decision-making and gain a true competitive edge.
Getting started with a business analytics and intelligence program
Provided that your organisation has the necessary funding and resources to implement a central BI programme, the first natural step is to identify the key business metrics you want to compute and track.
As pointed out here, once you have identified the goals, the next step is defining a data strategy. You need to go about defining your data strategy for key focus areas and then identify and align its data sources with that strategy. From there, it should be relatively simple for the organisation to build a data pipeline and prepare the data for analysis.
Building a robust, unified data pipeline from disparate sources
Prepping the data pipeline is one of the biggest challenges organisations face while implementing their BI programme. Using a mixed toolset offered by different vendors translates to disparate data sets that need to first be integrated, blended, and unified to enable a(n) smoother as well as accurate analysis procedure. In fact, it’s been noted that 80% of analysis time is spent on data preparation as poor quality data often results in untrustworthy business insights.
This is where BI tools that include data preparation provisions come in handy. Be it a custom-built BI program or a bespoke tool, it’s important that your option incorporates data-prepping and blending capabilities, i.e., ability to connect to different sources (legacy or cloud app) and port data in different formats, clean and remove duplicates, blend the data into a single data warehouse, and improve the overall data quality. This helps ensure robust, error-free data pipelines, in turn assuring reliable business intel.
Updating your privacy practices and official policy
With a BI programme, your obligation as a company to protect customer data becomes greater. Some privacy practices to keep in mind include, (1) masking critical user data, i.e., removing personally identifiable information from all data sets using anonymization methods, before feeding them into the BI data pipeline, (2) collecting explicit consent from the data subjects (customers and employees) to use their anonymized data for BI analysis, (3) ensuring that your data sources are also subject to stringent privacy standards, and finally, (4) updating your organisation’s customer privacy policy straight away to include required details about your BI programme.
Integrating your BI program with internal collaboration platforms
Despite setting up a cost-intensive, comprehensive BI programme, many organisations struggle to drive adoption among their teams and prompt necessary action or decision-making. One way to solve this is to integrate the BI system widely and deeply across internal communication and collaboration platforms used by employees such as email, chat, intranet forums, project management avenues, etc. The BI dashboards must allow executives to blend and visually analyse data for cross-functional insights, fashion the insights into easily understandable and interactive reports, decide the next course of action, and subsequently share the information with the teams or individuals concerned in real time.
Staying future-ready – leave room for innovation
As you implement modern technologies and boost your operational efficiencies, running a future-ready business also includes being constantly on the lookout for innovation, and ensuring that the business systems and processes are elastic enough to absorb the change. Similarly, your BI programme should have enough legroom to experiment and capitalise on emerging opportunities like AI-powered voice analytics and RPA/business analytics integration. For instance, current AI trends have made it possible for users to hold conversations with AI assistants to generate automated BI insights with a single click, predict future trends, conduct as well as visualise cognitive and what-if analyses, and much more.
If the events of the past two years have taught us anything, it’s that things can change incredibly quickly and it’s vital to be flexible. Cloud-based BI tools enable business owners to look at real-time data from across departments. to make quick decisions. This helps businesses stay nimble during unprecedented times.
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US invests $115m in counter-drone tech for World Cup security


Drone
The US Department of Homeland Security (DHS) will invest $115 million in counter-drone technology to safeguard the 2026 FIFA World Cup and events marking America’s 250th independence anniversary, creating a dedicated office for rapid drone system deployment.
Homeland Security Secretary Kristi Noem described drones as “the new frontier of American air superiority,” stressing the need to counter threats from drug cartels using unmanned aircraft for smuggling and surveillance, alongside incidents like a 2025 NFL stadium drone flight and 2024 New Jersey sightings.
The funding supports 11 World Cup host cities expecting over one million visitors, building on FEMA’s $250 million grants to those states and addressing risks heightened by cartels’ advancing tech, including a reported FBI tracking plot in Mexico.
DHS has conducted over 1,500 counter-drone missions since 2018, with the new Program Executive Office accelerating acquisitions amid President Trump’s border security push.
Broadcasting
Youth Talent Takes Center Stage as T2 Ignites High-Octane Rap Battles @ Carnival Calabar

The energy at the Carnival Calabar Music Concert reached a new high as T2 introduced a first-ever rap battle platform, giving young Nigerians an electrifying stage to showcase their talent, creativity, and self-expression while competing for exciting prizes.

Held at the U.J. Esuene Stadium, the activation blended pulsating music, vibrant culture, and youthful energy into a dynamic celebration that kept thousands of carnival-goers fully engaged from start to finish.
Eight fearless contestants stepped into the spotlight, going bar for bar in an intense lyrical showdown. Rappers fused local languages, pidgin, and sharp punchlines, creatively weaving the T2 brand into their verses.
Anchored by the energetic hosting duo MC Double I and MC Princess, the rap battles thrilled over 16,000 attendees, including the Governor of Cross River State, Senator Bassey Otu, delivering an unforgettable showcase of youth talent and cultural expression.
With prizes including fridges, gas cookers, sound systems, and airtime top-ups, the competition remained fierce throughout the night. After two high-energy rounds narrowed the field to a five-man final duel, Emmanuel Eye emerged as the overall winner, taking home the grand prize — a fridge.
“I never expected this at all,” Emmanuel said. “I came to the concert like anyone else, and hearing about the T2 rap battle was a surprise. When I got the chance to perform, I just went for it. Being named the overall winner is amazing, and I’m grateful to T2 for creating this platform to showcase our talent.”
Beyond the stage performances, T2’s presence added a digital layer to the carnival experience. As part of its role as Digital Technology Partner of Carnival Calabar, the brand introduced the MyT2 App as a lifestyle companion, while also enabling line reactivations, airtime top-ups, and instant rewards for hundreds of attendees, blending technology seamlessly into the live celebration.
Commenting on the activation, Chinelo Manefo, Specialist, Events and Sponsorship at T2, said:
“The energy from both the rappers and the crowd was incredible. This platform reflects exactly what T2 aims to create — a celebration of youth, creativity, and culture, enhanced by technology that connects people and experiences. Seeing the audience so immersed shows how music and performance can empower the next generation.”
The Carnival Calabar Music Concert, headlined by Tiwa Savage, Timaya, and top local performers, was further energized by T2’s interactive rap battle platform. By blending music, culture, youth expression, and digital innovation, T2 reinforced its commitment to championing Nigeria’s next generation, giving young creatives a stage to shine while enriching how they experience the festival.
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Aig-Imoukhuede Foundation Wrapped Up 2025 with Real Change in Governance, Health, Media Across Africa

Aig-Imoukhuede Foundation has announced its 2025 achievements, marking a year of accelerated impact, systemic reforms and innovation in public leadership and service delivery across Africa.

Aig-Imoukhuede Foundation
A statement issued on Wednesday in Lagos said the foundation strengthened governance, improved primary healthcare, drove digital transformation and elevated media’s role in promoting public sector accountability.
It said the AIG Public Leaders Programme (PLP) trained 72 public sector leaders from Nigeria, Egypt, Tanzania, Cameroon, Zambia, Malawi and Kenya—its fastest growth to date—bringing the alumni network to 309.
These alumni are driving 237 reform projects to enhance public institutions, from faster decision-making to greater transparency, with nine promoted to higher roles for their contributions.
On civil service modernisation, the foundation accelerated digitalisation at the Office of the Head of the Civil Service of the Federation (OHCSF), streamlining 19 processes and achieving a 75 per cent increase in work speed through automated workflows.
It also trained over 400 officials from the Federal Ministry of Justice, Federal Civil Service Commission and Federal Ministry of Innovation, Trade and Investment in digital skills to support the FCCSIP 25 initiative and ongoing digital rollouts.
In healthcare, the Adopt-A-Healthcare-Facility Programme renovated four primary healthcare centres in Edo State, boosting antenatal visits by 73 per cent, immunisation coverage over 100-fold and fully vaccinating 554 children, while supporting 6,788 patients.
The foundation recognised 18 outstanding public servants with ₦500,000 each via the Emily Aig-Imoukhuede Endowment Awards and received a partnership award from the OHCSF for civil service reform efforts.
To empower media, it trained 50 journalists from top Nigerian media houses in impact storytelling, data analysis, visual and ethical reporting to better inform citizens on public sector changes.
Over five years (2021–2025), the foundation invested £2.6 million in PLP, saved ₦2.38 billion for the public sector through capacity building, trained 1,500+ civil servants, upskilled 660 digitally, trained 40 permanent secretaries and awarded 33 scholarships driving seven policy changes.
Other milestones include digitising 5,000 files, automating 333 processes, a 61 per cent efficiency gain, 60 per cent digital file creation at OHCSF, 128 excellence awards, 116 process reforms, 23 advocacy projects, 25 capacity initiatives, 18 podcasts, four healthcare articles, three policy papers, 23 adopted PHCs (four renovated) and 878+ fully immunised children aged 0–9 months.
Executive Vice Chair, Mr Aigboje Aig-Imoukhuede, said: “2025 was a year of real, measurable impact. From training hundreds of public servants to improving healthcare, helping ministries go digital, and equipping journalists to tell stories that matter, our work is making governments work better for citizens and communities across Africa.”
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