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Why ‘Half Of A Yellow Sun’ Didn’t Make It

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Isedehi Aigbogun

Being an English teacher all my work-life, it would be a huge shame on me if I were able to, somehow, approach the criticism of the movie, Half of a Yellow Sun, from a biased point of view. So, like my colleagues and I would normally do for essays, I will list out a couple of criteria that will be used in “marking” this movie.

Remember in secondary school, where C, O, E, MA (or whichever kind is used—we have a variety of this mark scheme) stands for Content, Organization, Expression, and Mechanical Accuracy? Well, in this case, I’ll be using PTDCP (my coinage) which stands for Premise, Theme, Dialogue, Character, and Pacing.

I’m being modest here; there are over 10 criteria in the more serious international screenwriting world, and a million other points of analysis!

Let me enlighten you a bit: a lot of people do not know that a learned screenwriter can look beyond the pictures of a movie and see the script! Yes, the script! After all, Alfred Hitchcock, the Master of Suspense, has said that “to make a great movie, you need three things: the script, the script, and the script.”

There are set rules for writing a movie script; which is different from the rules Biyi Bandele used to write his screenplay; which is also extremely different from the rules Chimamanda uses to write her novels, and without wasting further time, we’ll get to some parts of it!

PREMISE:

One thing I learnt teaching English is to always give positive feedback first; so that the learner doesn’t feel entirely bad about his essay. While marking, we appreciate little aspects of the essay such as the child’s use of punctuation in some parts of the essay; his choice of words (even if it’s just one fantastic word, we dwell on it); or if there’s nothing to appreciate about the essay at all, we make comments such as “your noble intentions are appreciated, however, essay writing requires much more”. This is exactly the kind of comment I would make for this movie!

Half of a Yellow Sun details the events of a civil war in Nigeria in the midst of a love story; a story about two lovers caught up in the midst of war. Fantastic! Everyone wants to watch a love story, everyone wants to see how the troubles of our environment—the real movie—affect us domestically, economically; affect our relationship, and what have you. This is definitely deep and well appreciated, thanks to the writer of the original story, Chimamanda. Honestly, this movie could have been internationally successful if this were the only requirement.

Unfortunately for this Half of a Yellow Sun crew, screenwriting requires much more.

For these aforementioned reasons, and especially because the screenwriter is not the originator of the premise, I’ll give this aspect 8/10.

THEME:

I tried my best to follow through with the major messages that could be got from this movie. The more I tried to follow through, the more disappointments I got. A number of themes can be identified in this movie apart from War and its Effects: Love, Familial Expectations, Friendship, Wealth and Business Opportunities, Ethnic Bias, Charity, Academia, Death, and so much more. The script appears to be ambitious in its evaluation of theme, yet not encompassing in such a way that the audience feels nothing experiencing them.

This, unknown to the screenwriter is very distracting especially because he always disconnects the audience from the major story when he isn’t telling the major story, and almost like an attempt to tell different other almost disconnected stories.  My point may not be clear at the moment; this is because I just might need to explain clearly what I mean with how the characters of the movie are portrayed.

If your audience is placed in a situation whereby they have to make the effort to meet you half way in your story-telling, then you’re getting some things wrong. 4/10

CHARACTERS:

I could write a 10-page essay on why all the characters in this movie do not work! One major reason is how flat they are. They are the same from the beginning to the end. Their reactions to certain situations are expected, and so there isn’t any element of surprise in the nature of the characters.

They start off all nice and noble, continue, and end the same way.

There are instances in the movie where I hoped they would change: take charge, recluse, rebel, create some tension for us, make us wait for the unexpected, but that never happens. The characters are nothing but pawns in the story; helplessly hopped around on the chess board, and not actively doing anything to change the world they live in. And this includes the major characters.

Oh, wait! I see what happened here. The movie crew probably thought that if Hollywood stars played the major roles in the movie, everyone would be mesmerized, and no one would notice just how weak the characters really are. Majority of Nigerians who applaud this movie could be fooled, but I couldn’t, and certainly not the international world!

There’s a screenwriting trick to helping you get your characters take charge and do more, and it’s as simple as creating conflict in every scene.

A screenplay has basically 40-70 scenes, and something pushy must happen in every of those scenes. These things would naturally form the base of your THEME (see above)—but nothing ever really happens in this script. The characters walk around as though they are a surprise bomb (which never explodes); like they are having the audience experience some sort of suspense, but really, they are, in fact, plain annoying, and that’s because they don’t have enough substance to enable us care about them.

Take a look at the dirty maid Odenigbo had to sleep with, for instance—from where to where?! The audience feels more surprised and disgusted (seems good, but isn’t, given the circumstance) in Odenigbo than solely disappointed; such behaviour was never hinted in his character from the start, and the Mom didn’t seem quite convincing either.

Maybe the maid should have been portrayed as truly tempting, you know, like a video vixen. That would have worked, but guess what, that would have changed the whole story as well, which to me would have been a better choice; a screenwriter doesn’t have to reproduce the novel’s characters verbatim; there is what is called creative license, A.K.A. tweaking. Come on, Biyi, Chimamanda has more space to create tension with such character in her novel than you do with your screenplay!

Not to forget, at some point in the movie, it appears the audience are waiting for something to happen till finally the explosion occurs at the wedding, which no character is responsible for—why the hell not? Then there is a dramatic display of Olanna caring about some lecturer friend we only met once, and who never said anything worthwhile. An explosion kills him and the audience is expected to care with Olanna?!

To crown it all, what movie doesn’t have an antagonist? I’m not even sure I met any of the villains apart from my darling Hakeem Kae-Kazim (Captain Dutse) whose character was distastefully under-developed, and unfairly allowed to be hated by the audience. Some villains can be loved by the audience too! Did you know? I’ll just stop here. 2/10

DIALOGUE:

This screenplay makes all the mistakes a script could possibly make in the aspect of dialogue. Even though there are a few memorable lines; these lines feel like perfect lines poached from the novel, or maybe, just maybe, the stubborn decision of the Hollywood actors in the movie to switch things up a bit. One of such lines would be when Odenigbo says “I’m too old to die young from smoking”, maybe Biyi Bandele wrote this himself, maybe not. But I’ll settle with not, going by the majority of dialogue lines that exist in the movie that aren’t in the same category as this.

However, the message in the dialogue of this script is always acceptable in terms of grammatical or stylistic correctness. But I guess we have to give this credit to the actors.

Most times in this movie, though, as with all our Nollywood movies, the dialogue’s too on-the-nose: too precise, saying things that are too straightforward, too explicit, or more regrettably repeating the same information again and again; letting us know so many times that the war is between two tribes; or Odenigbo’s mother continually asking for a kid and quoting traditions the audience already has a lead on.  The worst mistake a screenwriter can make is saying what the audience already knows!

Except it’s going to be ambiguous, dialogue in movies should have, embedded in them, connotations with a plethora of meanings that just blows the mind of the audience either in a humorous or in a thought provoking manner.

The dialogue in this movie is a sure sign that Biyi is a pure playwright and nothing more. It is only in a play that you need to say things over and over again; maybe because of the stage set up— to avoid confusion. However, in this script, it appears the dialogue exists to take up some time, and lengthen the movie like how it’s done in a play script. When in actual fact, more action and story beats would have helped this screenplay.  Or better still, punchier, quotable lines.

At some point, the script gets obsessed with making use of talking heads; people sitting around talking, with no associating action. Boring! The dialogue most times are long—quite understandably for a first draft—but that’s why it’s a first draft: the first of the other rewrites that need to be written. The dialogues could have, instead, been rewritten to achieve the “lean and mean” mantra of international screenwriting in subsequent drafts.

It is important to keep in mind that the international world is a hungry place, and movies are a learning ground; people learn to talk pretty from movies, and replicating what happens in real life in a movie dialogue isn’t going to give one that privilege of having one’s lines adopted, and when people don’t remember one’s lines, they don’t remember one! 5/10.

PACING:

This is the most overlooked aspect of film making/screenwriting in Nollywood, and I’ll show you how. Firstly, have you noticed how those block buster movies in Hollywood has your heart racing with expectations at as early as 15 minutes? You already have been introduced to all the major characters and situations have already been established by 20 mins. This tempo carries on till the end of the movie, and you can’t believe you just finished watching a 2-hour movie in what felt like 45 minutes. That’s pacing. It basically means not wasting time, going straight to the point, being mean, finishing it off, getting in as late as possible and leaving as early as possible, and what have you.

Yes, half of a Yellow Sun does that with the first 10 minutes, kinda, which makes us continue watching the movie with great hopes and with an open mind, before things stop happening, and the pacing drops till the movie ends.

There’s a process of writing movies to be fast paced. There are rules. It might not make much sense here because we are looking at the movie, and not the script. But take it from me, executing pacing is easy peasy. 4/10.

Five criteria.  One screenwriter. Other screenwriters may have more to say with other criteria (I intentionally left out “Plot” because I didn’t want to score this movie any lower), but I guess this should be more than enough to help us understand why Half of a Yellow Sun didn’t stand a chance at the international level. 23/50

Percentage: 46%

Grade: D

Isedehi Aigbogun (ISD)

B.A., M.A., PhD (in view), English Language, UNILAG.

International Screenwriter, Script Analyst, Movie Critic

Dipo Olowookere is a journalist based in Nigeria that has passion for reporting business news stories. At his leisure time, he watches football and supports 3SC of Ibadan. Mr Olowookere can be reached via [email protected]

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Democracy and Problems; Made in Nigeria

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nigeria democracy

By Prince Charles Dickson (PhD), and Dorcas Bawa

Nigeria’s democratic question is often wrongly framed as if democracy is a foreign garment that we must keep adjusting until it fits our body. We speak of Westminster, Washington, Athens, Paris and every borrowed vocabulary of governance, yet the wound before us is neither Greek nor British nor American. It is Nigerian. Our hunger is Nigerian. Our insecurity is Nigerian. Our broken families are Nigerian. Our abandoned children are Nigerian. Our vote-buying, ethno-religious suspicion, weak local institutions, elite impunity and democratic impatience are Nigerian. Therefore, any democracy that will heal us must be made in Nigeria.

This is not a call for isolation. It is a call for ownership. Democracy cannot survive as imported furniture placed in a burning house. It must grow from our values, culture, history and realities. It must be owned by the people, shaped by our communities, and driven by our collective aspirations for justice, equity and peace. It must answer the question of the farmer in Bassa, the displaced woman in Barkin Ladi, the market woman in Jos, the young person in Mangu, the traditional ruler trying to hold a fractured community together, the child who no longer trusts the home, and the citizen who has voted many times but has not yet felt government as care.

Since 1999, Nigeria has travelled a long and uneven democratic road. The return to civil rule after years of military dictatorship was not a small achievement. It restored constitutional government, reopened civic space, revived political parties, strengthened the press, expanded civil society engagement, and gave citizens the language with which to question power. We have had repeated elections, transitions between administrations, legislative contests, judicial interventions, public protests, investigative journalism and a growing generation of young Nigerians who no longer kneel before authority simply because it wears a title.

These are gains. They must not be dismissed.

But democracy is not merely the presence of elections. It is the presence of dignity. It is not only the counting of votes. It is the counting of lives. It is not complete because politicians campaign, courts sit, governors are sworn in, and budgets are read. Democracy becomes real when the weakest person in the community can say: “This country sees me. This system protects me. This government serves me.”

That is where our democratic journey remains painfully unfinished.

From 1999 to date, Nigeria has built the rituals of democracy faster than the culture of democracy. We have mastered rallies, slogans, posters, primaries, manifestoes, defections and inauguration ceremonies, but we have not sufficiently mastered accountability, inclusion, local ownership, civic discipline and justice. Too much power remains concentrated at the centre. Too many local governments exist more as salary points than as engines of grassroots development. Too many communities are remembered only during elections, condolences or conflict assessment visits. Too many citizens are mobilised as voters but abandoned as human beings.

Democracy made in Nigeria must therefore begin with the people at the centre. Government exists to serve the people, not the other way around. A system that treats citizens as spectators between election cycles is not a democracy. It is a political theatre with ballot boxes. A homegrown democracy insists that the woman, the youth, the person with disability, the displaced, the farmer, the trader, the child, the minority voice and the forgotten community are not footnotes in the national story. They are the story.

To be homegrown, democracy must also be rooted in culture, but not in the abusive misuse of culture. It must respect our languages, traditions, communal memory and ways of life, while refusing every cultural excuse for injustice. Culture should be a bridge, not a cage. It should protect the vulnerable, not silence them. It should teach respect for elders, but also responsibility by elders. It should honour family, but never hide violence inside family walls. It should value community, but never allow community loyalty to bury truth.

The crisis of Nigerian democracy is not only in Abuja. It is also in the home. It is in the family meeting where girls are denied inheritance. It is in the compound where abuse is covered because the offender is related. It is in marriage where responsibility is abandoned. It is in the neighbourhood where everyone knows a child is suffering but waits for the “government” to arrive. It is in the community where young people are recruited into dangerous labour because poverty has become an employer. It is in the silence that violence teaches how to grow teeth.

A recent week in the Plateau State Gender and Equal Opportunities Commission, particularly the Public Complaints and Mediation Department, tells a disturbing story. In one case, a sixteen-year-old schoolgirl became pregnant after alleged abuse within her own home. In another case, an eight-year-old girl from Tudun Wada was brought before the Commission after an alleged sexual assault by a neighbour. Her story was already layered with tragedy: displacement, loss of parents to violence, and dependence on an aged grandmother. Another ten-year-old child had to be reunited with her family in Enugu Agidi after two years of maltreatment while living with a distant relative in Jos. She required psychosocial support before returning home.

In the same week, an illegal commercial motor park around Anguldi in Jos South Local Government Area was reported. The Police were swiftly deployed, and arrests were made. Twelve young people, including three young women, were brought to the Commission. Early interrogation suggested a troubling pattern: the park operated weekly, moving young teenagers from Jos to Ibadan.

These are not isolated moral accidents. They are democratic alarms. But the entire team somehow collectively succeed because they understand the terrain.

Conflict does not end when gunfire stops. It enters homes. It alters parenting. It displaces children. It weakens supervision. It breaks livelihoods. It creates fear, dependency, resentment and desperation. A society that does not heal its conflict will eventually watch that conflict migrate into marriage, childhood, education, labour, politics and faith. The family becomes the first casualty, and later, the polling unit becomes only a mirror of the wounded home.

This is why democracy cannot be discussed only in constitutional language. It must be discussed in human language. When family values erode, democracy suffers. When parental responsibility collapses, democracy suffers. When the culture of respect for human dignity becomes almost non-existent, democracy suffers. When children are unsafe, women are overburdened, fathers disappear from responsibility, mothers are left unsupported, and communities outsource morality to government agencies, democracy becomes a tree without roots.

The problems holding us back are therefore clear. We continue to operate systems that often ignore local realities. We suffer from the concentration of power and the lack of accountability. Our local institutions are weak. Our democratic culture is poor. Tribalism, ethnicity and religious intolerance are too easily weaponised. Many citizens are apathetic because they have been disappointed too often. Others are active only when their group interest is touched. But a person who participates decides their destiny. A person who watches politics from the balcony should not be shocked when decisions are taken in rooms where they are absent.

Homegrown democracy must be community-driven. Decisions must be shaped at the local level through dialogue, consensus and trust. Nigeria cannot continue to pretend that Abuja can understand every stream, shrine, church, mosque, market, grazing route, school, boundary dispute and family wound better than the people who live with them daily. Local problems require local intelligence. But local intelligence must be connected to justice, not captured by local power brokers.

This is why traditional rulers, community heads, women leaders, youth groups, faith leaders, civil society organisations, government agencies, schools, security institutions and families must become democratic actors, not passive observers. Democracy is not INEC alone. It is not the National Assembly alone. It is not the courts alone. Democracy is the mother who protects her child, the father who carries responsibility with honour, the neighbour who reports abuse, the teacher who notices distress, the police officer who acts promptly, the mediator who listens carefully, the traditional ruler who refuses to hide wrongdoing, the pastor and imam who preach dignity, and the citizen who refuses to sell tomorrow for a small envelope today.

Finally, we must rebuild the moral architecture of the family. Mothers, fathers, guardians, relatives and neighbours must rise to nip these issues in the bud. The home is not outside democracy. The home is where citizenship first learns either care or cruelty. If the child learns silence in the face of abuse, she may become an adult who fears power. If the child learns dignity, he may become a citizen who demands justice.

Our country. Our democracy. Our future—May Nigeria win.

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A Gallows Called Northern Nigeria

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Northern Nigeria

By Sani Abdulrazak, PhD

Believe whatever you want, but this government was not, is not, and sadly will not be serious about securing the lives and properties of Nigerians, which is its core and fundamental responsibility, unless citizens demand accountability and consequences for failure. Whatever they say is far from the reality on the ground. More troubling is the apparent complacency of many northern elites who seem to believe they are insulated from the insecurity consuming the region. Oh, how mistaken they are. It will surely reach their doorstep if they don’t do something about it; make no mistake about it.

Across Northern Nigeria, insecurity has evolved from a periodic challenge into a defining feature of daily life. Despite rising security expenditures and repeated assurances from those in authority, banditry, insurgency, kidnappings, cattle rustling, and communal conflicts continue to devastate communities. Thousands have lost their lives, countless others have been displaced, and many farming communities have either been abandoned or are operating under constant threat. While political and administrative centres often enjoy relative security, ordinary citizens in rural areas continue to bear the heaviest burden of the crisis. This growing disconnect has reinforced the perception that those in power are detached from the realities confronting the people they govern.

And then came the painful news of General Rabe Abubakar’s death; a tragedy that lays bare the helplessness consuming our region. For nearly two weeks, a retired General and his wife vanished into the shadows of Northern Nigeria, yet the vast security architecture of the state could neither locate nor rescue them. One cannot help but imagine the long, agonising days they endured: waiting, hoping, praying that help was on its way. But help never came. A man who once dedicated his life to defending this nation met his end in captivity, while his loved ones and an anxious public waited for a miracle that never arrived. If a General could disappear for days with no rescue in sight, what hope remains for the ordinary farmer, trader, teacher, or student whose name will never make the headlines? His death is not merely a personal tragedy; it is a haunting symbol of a North where even those who once stood at the pinnacle of the security establishment are no longer beyond the reach of the monster that has been allowed to grow unchecked.

The North has become a giant gallows; If you are residing in Northern Nigeria today, you are just waiting to be killed, somehow, someday…until we radically and collectively take this monster head-on by addressing the issue of out-of-school children, scrapping completely the almajiri system, reviving parental and societal values and responsibilities, enforcing birth control, and creating jobs for our teeming youths via agriculture and by reviving our comatose industries, we will not come out of this madness masked as insurgency, banditry, and kidnappings.

The roots of this crisis run much deeper than the activities of armed groups. Northern Nigeria carries the largest burden of out-of-school children in the country, leaving millions of young people without the education, skills, and opportunities necessary to build productive lives. The Almajiri system, once a respected institution for Islamic learning, has in many places deteriorated into a mechanism that exposes children to neglect, poverty, and exploitation. Thousands of young boys roam the streets without adequate parental care, formal education, or vocational training, making them vulnerable to recruitment by criminal and extremist networks.

Demographic pressure further compounds the problem. Many northern states continue to record high fertility rates while struggling to provide sufficient schools, healthcare services, and employment opportunities. The result is a rapidly expanding youth population confronted by limited prospects and widespread unemployment. In such circumstances, criminal gangs and insurgent groups find a steady pool of recruits. Breaking this cycle requires a comprehensive approach that combines educational expansion, meaningful almajiri reform, responsible family planning, youth empowerment, agricultural development, industrial revival, and targeted vocational training programmes. Security operations may suppress violence temporarily, but only social and economic transformation can remove the conditions that sustain it.

A Gallows Called Arewa

But just like the government, the masses are so not ready; they feign oblivion to the reality facing us. They instead channel their energy and time to ‘trending’ celebrity topics and await the next celebrity nude videos/pictures and chats to aimlessly talk about. The celebrities are only after immorality or waiting to endorse the politicians with the highest bid; the traditional rulers are either afraid or consumed by the menace.

This collective distraction has weakened society’s ability to confront its most pressing challenges. While communities suffer from poverty, violence, and underdevelopment, public discourse is often dominated by trivial controversies. Yet the North has repeatedly demonstrated that communities can mobilise when properly organised. Faith-based groups, youth associations, community leaders, and local organisations have played important roles in peacebuilding and conflict resolution in several areas. Reawakening civic consciousness and redirecting public attention toward education, security, and development must therefore become a priority.

The crisis also demands courage from those traditionally entrusted with providing moral, intellectual, and cultural leadership. At critical moments in our history, influential voices helped shape public opinion, challenge injustice, and mobilise communities toward collective action. Today, however, many of those voices appear either absent, intimidated, or resigned to the status quo, creating a leadership vacuum at a time when Northern Nigeria desperately needs guidance.

Our intellectuals have gone back to their shells, and rightly so. Our elders have done their part and are giving up on us. The most painful part is that our religious leaders, who spent time and energy convincing us that this government would usher in a golden age reminiscent of the Ottoman Empire, have disturbingly gone mute; no Al-Qunuts or warnings to the government anymore, since it is not the government of the fisherman from the creek. It makes one wonder if we are normal in Arewa. The northern elites despise their followers like the Israelis despise the Palestinians. Posterity will surely judge us all, and history will tell how we played our parts in the destruction of our beloved Northern Nigeria.

Religious leaders, elders and intellectuals historically provided mediation, moral authority and local governance where the state was weak. Their retreat may stem from fear, co-optation or the erosion of moral credibility. Re-engagement requires rebuilding trust and protecting civic space: establish formal consultative roles for elders and clerics in security and development planning, fund independent intellectual forums, and create interfaith platforms that can speak to social issues without intimidation. When clerics and scholars mobilise—on health, education or peace—public behaviour and policy often follow; restoring their voice is therefore strategic and urgent.

If you want to see all the ingredients of a doomed people, look no further than Northern Nigeria at the moment. Deepening poverty, educational failure, demographic pressure, weak governance, economic stagnation, and persistent insecurity have combined to create a dangerous reality for the region. Yet history shows that decline is not irreversible. Societies facing similar challenges have transformed themselves through long-term investments in education, economic opportunity, accountable governance, and community-led development. Northern Nigeria can do the same if its leaders and people are willing to confront uncomfortable truths and commit themselves to meaningful reform.

The time for lamentation alone has passed. Northern Nigeria requires a deliberate and measurable programme of recovery that places education, economic empowerment, and community security at its centre. Governments must become more transparent and accountable, traditional and religious leaders must reclaim their moral voice, intellectuals must re-enter public discourse, and citizens must demand better leadership. Only through a collective effort that addresses both the symptoms and the root causes of insecurity can the North begin to reverse its decline and build a future worthy of its people.

Sani Abdulrazak, PhD, is a researcher, writer, and public commentator based in Kaduna State

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3 Infrastructure Gaps Nigerian Lenders Can’t Afford to Ignore

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Winston Osuchukwu

By Winston Osuchukwu

Digital transformation has modernised the front end of the credit process in Nigeria, streamlining customer journeys and shortening the path from application to disbursement. However, this progress has not reached the core of the credit process. While digital application flows are now standard, the underlying risk infrastructure remains underdeveloped. Following the withdrawal of the Central Bank of Nigeria’s forbearance measures, the sector’s non-performing loan (NPL) ratio climbed to 8.03% – well above the 5% regulatory limit.

The deeper, structural flaw is that banks still run on legacy risk models and backwards-looking data: an approach that leaves existing portfolios exposed while shutting out the vast retail market. To scale retail and SME credit safely, forward-looking institutions must close three critical gaps in their core credit infrastructure.

1. The Bureau and Data Blind Spot

Many institutions rely on a fragmented view of borrower risk. Internal transaction data offers a deep but narrow view of a borrower’s behaviour within one institution, while periodic credit bureau reports provide a broad but shallow, “negative-only” history across other lenders. Because credit bureau coverage in Nigeria remains relatively low and data sharing is often inconsistent, neither source effectively captures how a borrower actually earns, spends, and repays. Resolving this requires unifying the data architecture, integrating internal behavioural signals with diverse external streams such as payroll, utility, and alternative financial data, to build a continuous, real-time picture of cash flow and true repayment capacity.

2. Static Risk Acceptance Criteria

To assess a borrower’s credit eligibility, banks apply internal risk acceptance criteria that are often static. In a volatile macroeconomic environment marked by shifting interest rates and inflation, a borrower’s financial reality changes rapidly, rendering these rigid, point-in-time benchmarks obsolete. Furthermore, out of caution, these inflexible thresholds often default to conservative rejections for unfamiliar applicants, such as new salaried employees or thin-file borrowers – those with little or no formal credit history for a bureau or bank to draw on – leaving profitable loans on the table. Transitioning to a predictive model changes risk management into a continuous, data-driven cycle. By ingesting high-frequency behavioural data, risk systems can dynamically govern their acceptance criteria in real-time, allowing them to adjust parameters, optimise pricing, and deploy interventions well before a default occurs.

3. The Collections Disconnect

In many institutions, collections teams operate in silos downstream of the credit department, meaning critical recovery performance data rarely gets fed back to front-end risk models. Consequently, underwriting systems fail to learn from actual repayment behaviours – repeating the same structural pricing mistakes. Integrating these functions via a direct data pipeline creates a self-learning loop, routing recovery outcomes back into the origination engine. This empowers the risk engine to dynamically update models, continuously refining underwriting criteria based on real-world results to prevent future defaults and capture lost basis points.

The Bottom Line

Closing these gaps requires intentionality: moving away from ‘set-and-forget’ tools to systems that actively manage risk. It means moving beyond fragmented data toward an integrated intelligence layer that learns from borrower behaviour to govern automated decisions with precision. The lenders that lead over the next year will be those that treat credit not as an isolated transaction, but as a continuous, dynamic process. At Mathesis, we have spent years building the engine that makes this possible, powering over eight million loans for two million Nigerians. The future of credit belongs to those who adopt this predictive approach – and we have the proven tools and expertise to help you get there.

Winston Osuchukwu is the Founder and Chief Executive of Mathesis, a Nigerian credit intelligence company

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