Protect deposits. Reduce loan losses. Detect fraud. Serve members faster.
Aminata.ai helps SACCOs, microfinance institutions and banks modernise AML monitoring, dormant account reactivation, credit scoring, fraud prevention and member engagement through secure, auditable AI-powered automation.
- AML alert trend · 10-day rolling0.78
- VOICEMember balance inquiry · resolvedAI
- WHATSAPPLoan arrears follow-up · scheduledAI
- AMLStructuring pattern · escalated0.91
- DORMANTReactivation request · pending KYCapprove
Financial institutions are losing money through manual decisions, weak monitoring and slow member support.
The cost is rarely a single catastrophic event. It is a steady leak — a loan that should not have been approved, a dormant account quietly reactivated, a structuring pattern no analyst had time to read.
- Loan approvals done without enough account-performance analysis
- Dormant accounts reactivated without proper identity assurance
- Suspicious transactions missed because monitoring is manual
- Rogue or careless staff approving loans outside risk controls
- Members calling repeatedly for support because service teams are overwhelmed
- Weak visibility for CEOs and board members
- Fraud from SIM swaps, identity theft, fake documents and takeovers
- Poor follow-up on defaulters, dormant members and high-risk accounts
Approvals without proper account-performance analysis.
Suspicious patterns missed by manual review.
Reactivation without proper identity assurance.
Overrides and exceptions outside policy.
SIM swaps, takeovers and document fraud.
Overwhelmed teams, repeat calls, low CSAT.
One AI platform for risk, credit, fraud & member engagement.
Aminata.ai unifies the modules a modern SACCO, MFI or bank needs to run safely and grow profitably — without stitching together five disconnected tools.
Behavioural baselines, mule-account clustering, structuring detection and explainable risk scores.
Explore moduleIdentity assurance, SIM-swap risk checks and supervisor approval before any account is woken up.
Explore moduleDeposit consistency, repayment history, guarantor strength and probability-of-default in one score.
Explore moduleDocument, face, voice and device-trust signals for onboarding, withdrawals and profile changes.
Explore moduleMember self-service, loan follow-ups and AML callbacks with full escalation to human staff.
Explore moduleEvery loan decision becomes explainable, traceable and audit-ready by default.
Explore modulePower BI-class dashboards across portfolio risk, fraud, AML and member engagement.
Explore moduleRole-based access, segregation of duties and an immutable activity ledger across the institution.
Explore moduleAML intelligence that detects suspicious patterns before they become losses.
Behavioural baselining, network analytics and explainable risk scoring — built so every alert arrives with a rationale and a recommended action.
- Suspicious transaction monitoring
- Sudden deposit/withdrawal pattern changes
- Dormant account activity spikes
- Mule-account behaviour detection
- High-frequency small deposits/withdrawals
- Rapid movement of funds
- Behavioural deviation from member profile
- Staff override detection
- AI-generated risk score
- Escalation workflow with case notes
- Audit logs and compliance reports
- STR/SAR-ready evidence pack
- J28
- F36
- M42
- A39
- M48
- J56
- J62
- A58
- S71
- O84
- N78
- D66
Reactivate dormant accounts safely, not blindly.
Dormant accounts hold real deposits — and real fraud risk. Aminata.ai re-onboards members with the same rigour as new accounts.
- 1Dormant account detected
- 2Member contacted
- 3Identity verified
- 4Risk score calculated
- 5Supervisor approval (if high risk)
- 6Account safely reactivated
- 7Engagement campaign begins
- Dormant account identification
- Dormancy duration tracking
- Member contact verification
- Identity assurance before reactivation
- Document verification
- Face / voice verification readiness
- SIM swap risk check
- Reactivation risk score
- Staff and supervisor approval workflow
- Full audit trail
- Member re-engagement campaigns
- WhatsApp, SMS, email and call follow-ups
AI credit scoring that checks real account performance before loans are approved.
Aminata.ai is a credit intelligence layer that supports credit officers, risk teams and management with evidence-based loan recommendations. The AI recommends, explains and guides. Final approval remains with authorised officers based on institutional policy.
- Member account frequency analysis
- Deposit consistency analysis
- Withdrawal behaviour
- Savings discipline
- Salary / income pattern recognition
- Loan repayment history
- Existing loan exposure
- Guarantor relationship analysis
- Account age and activity level
- Missed payment patterns
- Overdraft / negative balance behaviour
- Dormant / reactivated account risk
- Branch-level risk patterns
- Historical loan performance comparison
- Recommended loan limit & repayment period
- Probability of default indicator
- AI explanation of qualification
- Risk tier: Low · Medium · High · Critical
- Manual override with captured reason
- Supervisor approval for risky loans
- Full audit trail for every decision
- No more approving loans blindly
- No more relying only on personal judgement
- No more hidden staff overrides
- No more ignoring member account behaviour
- Every decision becomes explainable, traceable and auditable
- 0-206
- 20-359
- 35-5014
- 50-6522
- 65-8028
- 80-9018
- 90-9510
- 95+4
- Member deposit frequency trend0.76
- Officer override analytics0.14
- Repayment performance forecast0.82
- Forecast on-time rate+22pt YoY
Verify the real member before sensitive actions.
A layered identity-assurance fabric that stops takeover, SIM swap and document fraud at the moment of decision — not after.
- New account onboarding
- Dormant account reactivation
- Loan application verification
- Large withdrawal verification
- SIM swap-sensitive transactions
- Account profile changes
- Beneficiary changes
- Password reset verification
- High-risk mobile banking requests
- ID document verification
- Face match readiness
- Liveness readiness
- Voice biometric readiness
- Device trust scoring
- Location anomaly detection
- SIM swap risk signal
- Customer profile risk
- Staff-assisted verification
- Supervisor escalation
- High-risk request trend (10 days)0.10
A contact centre that serves, follows up and escalates like a trained team.
Voice, WhatsApp, SMS, email, web chat and internal staff assistant — orchestrated by AI agents with full human-in-the-loop control.
- Member balance & account inquiry guidance
- Loan application support
- Loan arrears follow-up
- Dormant account reactivation campaigns
- AML alert follow-up workflow
- Complaint intake & ticket creation
- SLA tracking and escalation
- Call summaries and sentiment detection
- Agent performance dashboards
- Escalation to human staff
- Knowledge base answers
- Branch routing
- WhatsApp bot automation
- FreePBX / SIP integration readiness
- Mon420
- Tue612
- Wed540
- Thu720
- Fri880
- Sat760
- Sun640
- SLA performance0.92
- AI vs human resolution0.66
Board-level visibility for CEOs, CFOs, risk managers & SACCO leadership.
A single live view of portfolio health, fraud posture, AML activity and member engagement — built for the boardroom, not the basement.
- Portfolio risk trend0.54
- 0-206
- 20-359
- 35-5014
- 50-6522
- 65-8028
- 80-9018
- 90-9510
- 95+4
- Dormant account recovery0.72
- Member engagement trend0.78
AI detected rising loan risk in Branch A due to reduced deposit frequency.
Dormant account reactivation campaign can recover 18% more active members.
Officer override rate increased this month and requires review.
High-risk withdrawals increased among recently reactivated accounts.
WhatsApp self-service reduced contact-centre load by 42%.
Stop risky decisions before they become financial losses.
Every decision is captured, compared and reviewable. No more hidden overrides.
- Maker-checker approval workflow
- Officer recommendation vs AI recommendation
- Supervisor approval for high-risk loans
- Override reason capture
- Staff performance analytics
- Branch-level approval patterns
- Risky officer behaviour detection
- Full audit trail
- Role-based access control
- Approval history
- Exception reporting
- Officer override rate0.16
Built for the people who actually run the institution.
Eight common scenarios across SACCOs, MFIs and banks — and how Aminata.ai changes the outcome.
Loan defaults rising and limited visibility into why.
AI credit scoring + Executive Command Centre with branch-level risk.
Earlier intervention on at-risk loans; defensible board reporting.
Manual transaction review misses structuring and mule patterns.
AML monitoring with behavioural baselines and case workflow.
Faster STR/SAR drafting and shorter mean-time-to-detect.
Thousands of dormant accounts; risky to reactivate manually.
Dormant activation flow with identity assurance and supervisor approval.
More members recovered, fewer reactivation fraud incidents.
Officers approve loans on judgement, not member behaviour.
Recommended limit, repayment period and probability-of-default per member.
Lower default rate; cleaner portfolio quality.
Audit evidence scattered across teams and spreadsheets.
Full audit trail, maker-checker and case management built-in.
Audit-ready exports and a single source of truth.
Repeat calls and long handling time overwhelming agents.
Agentic AI on WhatsApp, voice and web with smart escalation.
Lower AHT, higher CSAT, agents focused on complex cases.
Fraud signals spread across channels and rarely correlated.
FraudShield identity assurance with device, location and SIM-swap signals.
More takeover attempts blocked, fewer false declines.
Quarterly packs arrive late and lack risk granularity.
Live executive dashboard with AI-generated narrative insights.
Confident decisions; faster response to emerging risk.
Measurable value for SACCOs and banks.
Outcomes the CFO can defend in a board meeting — not vanity metrics.
Built to connect with your existing banking ecosystem.
Integration-ready connectors for core banking, SACCO management, mobile money, messaging, telephony and BI — designed to support your environment, not replace it.
Integration availability depends on your institution's environment and contracts. Live configuration is confirmed during the solution walkthrough.
Secure, auditable, and built for regulated financial environments.
Every AI decision is wrapped in the controls a regulator, auditor and board expect.
- Role-based access control
- Audit logs
- Maker-checker approvals
- Data encryption readiness
- Secure API architecture
- Consent-based verification flows
- Compliance reporting
- Case management
- Staff activity logs
- Segregation of duties
- Supervisor approvals
- Evidence trail for decisions
- 1Detection
AI surfaces anomalies and policy breaches in real time.
- 2Verification
Identity, device and behavioural signals corroborate intent.
- 3Approval
Maker-checker and supervisor escalation enforced in workflow.
- 4Audit
Immutable trail of who saw what, decided what, and when.
- 5Reporting
Regulator-ready exports and board-level narratives.
Every module maps to a measurable business outcome.
A clear, board-ready view of what each Aminata.ai module solves, the outcome it drives and the KPI to watch.
| Module | Problem we solve | Business outcome | KPI |
|---|---|---|---|
AML & SAR Monitoring | Manual review misses structuring, layering and mule patterns. | Faster STR/SAR drafting; shorter mean-time-to-detect; regulator-ready evidence. | ↓ 35–60% MTTD |
Dormant Account Recovery | Risky to reactivate thousands of dormant accounts manually. | Safer reactivation with identity assurance; recovered deposits returned to circulation. | ↑ recovered deposits |
AI Creditworthiness Score | Loans approved on judgement, not member behaviour. | Lower default rate; cleaner portfolio quality; explainable decisions. | ↓ default rate |
FraudShield Identity Assurance | SIM swaps, takeovers and document fraud slip through onboarding. | More takeover attempts blocked; fewer false declines on legitimate members. | ↑ blocked fraud |
Agentic Contact Centre | Repeat calls and long handling time overwhelm agents. | Lower AHT, higher CSAT; agents focus on complex, high-value cases. | ↓ AHT · ↑ CSAT |
Download the SACCO Solution Brief
A board-ready overview of AML, Dormant Recovery, Credit Scoring, FraudShield, Agentic Contact Centre and the Executive Command Centre — mapped to the outcomes SACCO and bank leadership care about.
Modules at a glance, business outcomes, integrations, compliance posture and a 30-minute walkthrough offer for SACCO CEOs, bank executives, risk, credit and compliance leadership.
- Modules → outcomes map
- Compliance & audit posture
- Integration coverage
- Next-step walkthrough
Answers for SACCO & bank leadership
The questions CEOs, boards, risk, credit and compliance teams ask before choosing Aminata.ai.
Ready to modernise your SACCO or bank?
Let Aminata.ai help your institution reduce fraud, strengthen credit decisions, activate dormant members, improve AML monitoring and deliver faster member support through secure AI automation.