SME AI4J User Journey

AN AI4J User Journey

Michael

AI4J's Implementation
and Partnerships Lead.

Skills: project management, justice sector knowledge, technical fluency.

Chioma

Business Services Lead, Itana Digital Economic Zone. Trained as a lawyer. Skills: SME services, regulatory navigation, business formalization. Sees legal friction firsthand: zone businesses face a stack of ongoing obligations after onboarding: tax, permits, employment law. No AI/ML expertise.

Abel Mensah posts on LinkedIn about LegalMate Ghana a tool his NGO created with AI4J. "In one year we increased access to justice by 180% with AI. #scalingJustice-AI4J.

Chioma reads about LegalMate Ghana on LinkedIn. It is an AI intake tool built by a Ghanaian legal aid NGO. She messages Abel. He replies the same day and connects her with Michael at AI4J.

In a call with Michael, Chioma explains what she sees at Itana every day. Even with the zone's streamlined onboarding, businesses face a maze of ongoing obligations: tax identification with the Nigeria Revenue Service, sector-specific permits from agencies like NAFDAC or SON, and labour law the moment they want to hire anyone. Her idea: a guided compliance tool that walks an SME owner through each requirement - registration, tax, permits - in plain language, so they know exactly what's required and in what order. Itana, digitally enabled and with regulators in close reach, is the natural place to build and test it.

Michael gets Chioma started with AI4J. Then the onboarding bot asks about Itana's current services, the profile of businesses in the zone, biggest obstacles, and what success would look like in two years. Chioma finds herself energised. She starts to imagine what her "Compliance Assistant" will look like.

Chioma iterates with the AI4J bot. It maps the user journey — where do businesses stall, what questions come up most, where do staff spend hours helping. It sharpens her compliance tool idea into a focused Phase 1: registration and licensing only.

The AI4J platform generates a work plan. It advises Chioma on the data permissions, bar association notifications, and government data-sharing agreements she'll need to get the project started. It knows about forms and rules and available APIs.

Outcome: Double the share of zone businesses achieving full compliance — company registration, NRS tax ID, and relevant sector permits — within 90 days of joining Itana. Reduce compliance-related queries to zone staff by 50%.
Build goal: A step-by-step compliance guide for SME owners. Walks them through company registration, NRS tax identification, applicable sector permits (NAFDAC, SON), and basic labour obligations when hiring. Answers questions in plain language. Generates the right forms.
AI4J bot recommends Phase 1: registration and tax identification only.

The platform generates plans for Version 0.0 - the basic user experience - using these plug-and-play AI4J modules:
o AppFrame
o UserReg
o ListenLearn
o Guide2Form
o Language (Yoruba, Igbo, Pidgin)

AI4J generates Itana-branded concept materials to help the team generate feedback.

Chioma runs a workshop with Itana staff and a sample of zone businesses using the concept materials. Feedback is uploaded to help the platform refine the design before actually creating Version 0.0 and generating a build and test plan.

With Version 0.0 they assess functionality and user experience to ensure the product they are building will achieve the desired outcomes.

The AI4J platform identifies the legal content
the system will require from the Nigeria National
Justice Hub set up when AI4J started working
with Nigeria.

The build plan shows the team how to access the Hub.
They find: Nigerian
commercial law, CAC
registration procedures,
NRS tax ID require-
ments, and Lagos State
sector permit schedules. Chioma uses the
GetNationalLaw module to help locate and structure
additional documents.

She also uploads informal guidance documents Itana staff
have developed from helping zone businesses navigate
these processes — institutional knowledge never formally
consolidated.

Version 0.1 - combines the basic user experience with real laws and rules - is ready. It's time for evaluation. The FormCheck eval generates synthetic SME narratives, runs them through the Compliance Assistant, and scores the tool on whether it correctly identifies the right registrations and generates accurate guidance documents.

The AI4J platform helps Chioma's team test Version 0.1.

AI4J identifies three local business lawyers to invite into the project as backstop reviewers. They contribute to testing and see how the tool will amplify their capacity, not replace them.

The three partner lawyers review the tool's guidance documents for accuracy and flag anything that needs professional clarification — building a review and escalation pathway into the product from the start.

VERSION 0.1

The Compliance Assistant speaks plain English and three local languages. Knows Nigerian commercial law. Familiar with CAC, NRS, NAFDAC, SON, and permit processes. Understands what a business in Itana's zone actually needs vs. what a formal filing requires.

FormCheck eval generates simulated registration journeys and scores the Compliance Assistant on accuracy and completion rate.

Chioma and her team spend considerable time working through ethics documentation — data privacy under NDPR, bias review, escalation protocols, and formal notification to the Nigerian Bar Association. The AI4J bot guides this process. It has navigated bar association relationships in multiple other jurisdictions and knows the standard concerns and how to address them constructively.

The Itana team meets with officials at NEPZA and the Ministry of Trade. They present the Compliance Assistant not as a replacement for official processes but as a guided onramp that prepares businesses to engage with those processes correctly the first time — reducing the burden on government offices as well as on businesses.

They receive approval to launch a pilot as the Nigeria Business Formalization Node. Michael is present for the signing. Abel sends a congratulations message from Accra. The approval acknowledges that the tool will be monitored, with lawyer review built into every guidance document generated.

Extensive testing with real Itana zone businesses leads to dozens of user-experience refinements. Owners who had been partially compliant, registered but uncertain about permits, or avoiding hiring to sidestep labour obligations, work through the full compliance picture for the first time. Labour law guidance module added in Version 0.2, helps owners think about expanding employment rolls.

One year later: full compliance rates across Itana's zone have tripled. Businesses report hiring staff they previously avoided, expanding knowing their obligations are clear. The Nigeria Compliance Node is built - grounded in NRS requirements, NEPZA procedures, and sector permit schedules - so other special economic zones across Nigeria and Africa can deploy their own version of the Compliance Assistant without starting from scratch.