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Trusted AI Needs a Human at the Helm

By Linda Saunders, Salesforce Director, Solution Engineering Africa
AI promises to make our jobs easier, our work more productive, and our businesses more valuable. In fact, new research from Slack finds that 80% of employees using generative AI tools are experiencing a boost in productivity — and that’s just the beginning.
And, with the introduction of AI assistants — including Salesforce’s own Einstein Copilot — the potential for businesses is only growing. AI assistants can already answer questions, generate content, and dynamically automate actions. And someday, these assistants will become digital sales and service agents, anticipating our needs and operating on our behalf.
But with each new AI advancement comes new ethical concerns. It’s one thing if an AI assistant offers a bad product recommendation, but if it takes misguided actions on real-world concerns like personal finances or medical information — the stakes suddenly become much higher.
As we enter this new era of human-AI interaction, how can we harness the power of AI without opening ourselves up to dangerous risks?
Keeping a human at the helm
The AI revolution is an evolution. We’re taking quantum leaps forward every day, but we can’t always explain why AI does the things that it does — or eliminate every instance of inaccuracy, toxicity, or misinformation.
For these reasons, it’s important that we keep humans firmly in control of AI systems. But as AI becomes more and more sophisticated, it can be hard to figure out how to layer in that human touch. We’ve all heard of keeping “humans in the loop,” but with this new generation of AI, it’s sometimes just not realistic for us to engage in every AI interaction or review every AI-generated output.
That’s why, at Salesforce, we believe trusted AI needs a human at the helm. Instead of asking humans to intervene in every individual AI interaction, we’re designing more powerful, system-wide controls that put humans at the helm of AI outcomes and enable them to focus on the high-judgement items that most need their attention. In other words, humans aren’t always rowing the boat — but we’re very much steering the ship.
And with a human at the helm, we can design AI systems that leverage the best of human and machine intelligence. For example, we can unlock incredible efficiencies by tasking AI to review and summarise millions of customer profiles. And at the same time, we can build trust by empowering humans to lean in and use their judgement in ways that AI can’t.
Making AI a copilot, not an autopilot
There’s a reason this generation of AI products are called copilots and not autopilots. As AI becomes more powerful and autonomous — making decisions and taking actions on individuals’ behalf — keeping a human at the helm becomes even more important. By combining the capabilities of AI with the strength of human judgement, we can make AI more effective and trustworthy.
Here are three ways we’re keeping humans at the helm of Salesforce AI:
Prompt Builder Helps Us Automate in Authentic Ways: Prompts, or the instructions we send to generative AI models, are very powerful. A single, human-generated prompt can help guide millions of trusted outputs — but only if it’s constructed thoughtfully. With our newly announced Prompt Builder, we’re helping customers craft effective prompts by seeing the likely output in near real time to help ensure they get the AI outcome they want. We’ve also added different edit modes within Prompt Builder that allow users to tune and revise their prompts so they provide more helpful, accurate, and relevant results.
Audit Trails Help Us Spot What We’ve Missed: Our Einstein Trust Layer offers a robust audit trail that allows customers to assess AI’s track record and pinpoint where their AI assistant may have gone wrong — but also where AI went right. These features help identify issues across large datasets that humans might not spot; and can empower us to use our judgement to make adjustments based on the needs of our organisation. For example, Audit Trail can alert us when an AI tool’s outputs are flagged as “thumbs down” a certain number of times — a sign that the AI-generated outputs might not be meeting the business’ goals. And by aggregating implicit feedback signals, like how often users edit an output before using it, Audit Trail can give us a bird’s eye view of our systems, allowing us to identify trends and take action.
Data Controls Help Us Better Guard Our Data: AI is nothing without data. That’s why we’ve designed robust controls in Data Cloud — our fast-growing platform that helps bring siloed customer data together in one place — to help businesses securely action their data. Data Cloud features help organizations harness data for AI-powered insights and intelligence, while longstanding Salesforce core data controls like permission sets, access controls, and data classification metadata fields empower humans and AI models alike to protect and manage sensitive data.
Pioneering a new approach for the AI era
As the AI era continues to unfold, it’s critical that both humans and technology evolve along with it. The AI revolution is not just about technological innovation — it’s also about empowering humans to sit successfully at the helm of AI and use it in ways that are trustworthy and effective.
Our approach is evolving, and we are committed to continued research, learning, and multi-stakeholder collaboration on this topic. But with a human at the helm, we believe we can combine the best of human and machine intelligence for this new AI era — leaning into AI’s capabilities and freeing up humans to do what they do best: be creative, exercise their judgement, and connect more deeply with one another.
With AI and humans working together, we can create more productive businesses, more empowered employees, and ultimately, more trustworthy AI.
Broadcasting
EFCC Re-Arraigns Echefu, TStv CEO for Allegedly Defrauding Ex-Minister of N1Bn, $1.3m

Bright Echefu, chief executive officer, Telecom Satellites Limited (TStv), and three co‑defendants appeared before the Federal High Court in Abuja yesterday on an amended twelve‑count indictment brought by the Economic and Financial Crimes Commission (EFCC). The charges allege money laundering, tax evasion, and investment fraud involving approximately ₦1 billion and $1.3 million.

Bright Echefu, chief executive officer, TStv
In addition to Echefu, the defendants are TStv Executive Director, Felix Igboanuga, Telecom Satellites Limited itself, and Briechberg Investment Ltd.
According to the April 5, 2025, amended charge sheet the EFCC accuses the quartet of defrauding Mr. Tanimu Turaki, Managing Director of Kalsiyam Global and former Minister of Special Duties, alongside BYI General Limited, out of a combined investment of ₦1 billion and $1.3 million. The commission has also included a ₦66 million alleged tax default.
The revised indictment lists:
Count 2: ₦33,909,542.47 in unremitted Company Income Tax
Count 3: ₦13,519,382.00 in unremitted VAT
Count 4: ₦19,488,860.00 in unremitted PAYE
Counts 5–12: Various fraud‑related transactions, including ₦380 million from Kalsiyam Farm, ₦400 million from BYI General Ltd and $1.35 million in loans secured under false pretences.
All defendants pleaded not guilty once again. At the hearing before Justice Mohammed Umar, Echefu’s lead counsel, Senior Advocate Eyitayo Fatogun, informed the court of ongoing settlement discussions with the complainants.
“There are moves to settle this matter and there was a meeting on Saturday between myself and the Nominal Complainant as it is about investment,” Fatogun stated.
“The Defendants have paid some money and I was thinking that the matter be adjourned for report of settlement.”
EFCC counsel A.S. Tomwell confirmed receipt of those payments but emphasized the necessity of entering a plea before considering any adjournment. The court thus ordered the formal reading of the charges and adjourned the trial to October 15, 2025.
Broadcasting
More Woes for MultiChoice as Ghana Orders 30% Price Cut

The government of Ghana has ordered MultiChoice Ghana to reduce DSTV subscription costs by 30%, noting the significant appreciation of local currency and growing dissatisfaction with current rates.
This comes as Nigeria Data Protection Commission (NDPC) has fined MultiChoice Nigeria ₦766,242,500 for breaching the Nigeria Data Protection Act (NDPA).
According to Mr Babatunde Bamigboye, head Legal, Enforcement & Regulations, NDPC, the investigation, which commenced in the second quarter of 2024, was triggered by suspected breach of privacy rights of Multichoice subscribers and illegal cross-border transfer of personal data of Nigerians.
MultiChoice, which operates across Africa, continues to lose revenue and subscribers.
Ghana’s minister of communication, digital technology, and innovation, Samuel Nartey George, made the call last week during a meeting with a DSTV team led by Dr. Keabetswe Modimoeng, group executive for regulatory and corporate affairs.
According to a ministry statement, George said the government’s responsibility is to respond to Ghanaians’ concerns over high DSTV pricing and outdated content offers.
The Minister pointed out that despite a 30% increase in the cedi’s value over the past five months; DSTV prices have not reflected the positive economic trend.
The statement went on to say the minister is therefore calling for a 30% price reduction to match the cedi’s appreciation and to pass on economic benefits to consumers.
According to the statement, while MultiChoice has implemented promotional packages, people prefer a direct price reduction over temporary discounts.
George said feedback from public engagements revealed that many users are dissatisfied with DSTV’s content, describing it as outdated save for Premier League football. They also believe that the current cost is not justified.
”To address the concerns, he said MultiChoice Ghana has until July 21 to formally respond to the government’s request. The Minister expects a concrete proposal by this date, allowing time for further engagement before the end of July,” the statement said.
In response, Dr. Modimoeng acknowledged the government’s concerns and expressed gratitude for the opportunity to dialogue.
The MultiChoice team reacted positively to the minister’s request and committed to provide input by July 21st. They emphasised the need of balancing public interest and business sustainability.
This is the continent’s latest pricing conundrum for the pan-African pay-TV business, following fee disputes with Nigerian and Malawian authorities.
In Ghana, the demand for price cuts comes as MultiChoice is under pressure, having lost revenue and subscribers in the financial year that ended March 31, 2025. Last month, the company announced its financial year-end results.
In a statement to shareholders last month on the Stock Exchange News Service, the company said the past two financial years have been a period of significant financial disruption for economies, corporates and consumers across Sub-Saharan Africa due to challenging macro-economic factors.
Combined with the impact of structural industry changes in video entertainment, such as the rise of piracy, streaming services and social media, this has materially affected the overall performance of the MultiChoice Group, it noted.
Over this period, MultiChoice said the group lost 2.8 million active linear subscribers and had to absorb a R10.2 billion negative impact on its top line due to local currency depreciation against the US dollar.
For the year, the company reveals that linear subscribers were down 1.2 million, or 8% year-on-year, to 14.5 million active subscribers, with the loss evenly split between South African (600 000) and rest of Africa (600 000).
Broadcasting
NDPC Slaps Multichoice with ₦766M Fine for Data Privacy Violations

Nigeria Data Protection Commission (NDPC) has fined MultiChoice Nigeria ₦766,242,500 for breaching the Nigeria Data Protection Act (NDPA).
NDPC is a public institution that processes data in furtherance of its mandate as Nigeria’s data protection authority and relies on recognised lawful bases for data processing, such as consent, legal obligation, and contract.
The fine was contained in a statement signed by Mr Babatunde Bamigboye, head Legal, Enforcement & Regulations, NDPC.
According to him, the investigation, which commenced in the second quarter of 2024, was triggered by suspected breach of privacy rights of Multichoice subscribers and illegal cross-border transfer of personal data of Nigerians.
“The NDPC found, among others, that Multichoice violated the data privacy rights of subscribers and their friends who are not necessarily subscribers.
The Commission also found that Multichoice carries out illegal cross-border transfer of personal data relating to data subjects in Nigeria.
The depth of data processing by Multichoice is patently intrusive, unfair, unnecessary, and disproportionate.
This is a grave affront to fundamental right to privacy as enshrined in Section 37 of the 1999 Constitution of the Federal Republic of Nigeria.
In line with its standard remediation procedure, the Commission directed Multichoice to carry out appropriate remedial measures.
However, the Commission found the measures undertaken by Multichoice in this regard unsatisfactory.
For want of cooperation, the Commission has directed Multichoice to pay ₦766,242,500 for violating the Nigerian Data Protection Act.
“Nigeria is entitled to protect her citizens and data sovereignty under both international and extant municipal laws, as these have far-reaching implication for rule of law, national security, and economic growth.” the statement said.
Babatunde also revealed that, Vincent Olatunji, national Commissioner, NDPC, has directed that all outlets through which Multichoice is collecting personal data of Nigerian citizens should be investigated for non-compliance.
He added that any outlet that processes personal data in violation of the NDP Act is liable to penalty under the Act.
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