The AI banking platform that closes loans in
under 3 minutes
Ignisolutions combines a customer-facing banking OS, a 14-agent agentic orchestration fabric, and a deep AI intelligence core — giving any bank the ability to onboard customers, score credit, detect fraud, and disburse funds end to end, automatically.
No commitment. Implementation call within 48 hours. Already a partner? Talk to our team →
Numbers that define
a new standard
Measured across 40+ live financial institutions in Africa and MENA. Not projections — production metrics.
Traditional lending is broken.
We rebuilt it.
Every stage of legacy bank lending — intake, document review, underwriting, fraud screening, compliance — is a manual bottleneck that wastes time, leaks revenue, and locks out creditworthy borrowers.
Day Loan Cycle — Average
Manual workflows compound delays at every stage. A loan officer who can't reach an employer by phone, a bureau report that arrives by email two days later, a compliance team running their own process separately — each step is a bottleneck that adds days.
Annual Fraud Losses Industry-Wide
Organized fraud rings exploit the gaps between disconnected fraud tools. Synthetic identities pass identity checks. Application fraud slips through income verification. Ring members look clean individually. Legacy systems were never designed to connect these dots.
No Bureau Record in Emerging Markets
In most African and MENA markets, 60–70% of the population has never taken a formal loan. Traditional credit scoring's default answer is rejection. The Ignisolutions alternative data engine reads mobile money history, behavioral signals, and cash flow patterns instead — and can say yes responsibly.
The Ignisolutions Ecosystem replaces every bottleneck with three integrated layers: a Frontline OS, an Agentic Fabric of 14 specialized AI agents, and an Intelligence Core of production-grade AI models.
Explore the Ecosystem →Traditional bank vs.
Ignisolutions Ecosystem
Every AI capability your bank needs.
All in one ecosystem.
Every Intelligence Core module is independently deployable and production-ready. Mix and match based on your institution's needs — or deploy the full stack for complete coverage from application to collections.
Intelligent Document AI
Computer vision and NLP extract structured, validated data from 40+ financial document types in under 4 seconds — bank statements, payslips, tax returns, national IDs, business registration certificates, and more. Pixel-level forensics detect tampered documents before a human ever sees them.
ML Credit Scoring Engine
Gradient boosting ensemble and neural networks evaluate creditworthiness using over 1,000 variables — bureau data where available, plus open banking transactions, mobile money history, employment signals, and behavioral patterns. For thin-file borrowers with no bureau record, the alternative data model delivers a reliable PD score from mobile money and cash flow signals alone.
Real-time Fraud Detection
Graph Neural Networks map fraud rings across linked accounts — applicants who look clean individually but share a device, address, employer, or guarantor with known fraud actors. Behavioral biometrics catch bots and synthetic identities. Velocity checks, document forensics, and income inflation detection run simultaneously. 99.2% accuracy, sub-100ms, before disbursement.
Automated Decision Engine
Synthesizes all Intelligence Core outputs — fraud score, credit score, AML flags, document confidence, employment verification — into a single, auditable outcome: Auto-Approve, Conditional Approve, Refer-to-Officer, or Auto-Decline. Every decision is logged with full reasoning, model versions, input feature hashes, and timestamp. Thresholds are fully configurable per product type, geography, and customer segment.
Explainable AI (XAI)
SHAP values and LIME generate plain-language explanations for every decision — the top five positive factors and top five negative factors in language any loan officer or customer can understand. Counterfactual reasoning tells declined applicants exactly what would change the outcome: "If your stated income matched your bank statement income, this application would have been approved." Every explanation is stored in the immutable audit trail.
Portfolio Monitoring AI
Daily behavioral scoring refresh for every active borrower. If a customer's mobile money inflows drop sharply, their transaction patterns shift toward distress signals, or their employer sector enters a downturn — the system flags it before the first payment is missed. IFRS 9 expected credit loss staging (Stage 1, 2, 3) is automated. Concentration risk by sector, geography, and employer is monitored continuously.
Loan Servicing AI
Automated repayment schedule management, payment reconciliation, and delinquency detection. Payment reminders fire at D-7, D-3, and D-1 before every due date through the borrower's preferred channel. Early repayment and top-up loan requests are processed automatically. The Servicing Agent monitors every active loan daily and triggers the Collections Agent before a payment is formally missed.
Collections & Recovery AI
Scores every delinquent account by propensity-to-pay. High-propensity customers — likely to self-cure — get a gentle reminder and space. Low-propensity accounts get immediate structured engagement with AI-optimized channel, timing, and tone. The settlement offer engine calculates the maximum acceptable discount to secure partial recovery. Escalation to legal referral is automated when accounts exceed configurable thresholds.
AML Transaction Monitoring
Real-time sanctions screening against OFAC, UN, EU, and locally configured lists — on every application and every disbursement, in under 200ms. PEP (Politically Exposed Person) identification with configurable risk tiering. Adverse media NLP scanning. Loan repayment AML flags — early full cash repayment is automatically escalated. Automated SAR pre-population with all relevant transaction data, ready for compliance officer review.
Collateral & Asset Valuation AI
Automated Valuation Model for residential property using comparable transaction data, property characteristics, and market trend analysis. Satellite and drone imagery analysis for land and property condition assessment. High-confidence valuations are accepted automatically. Low-confidence valuations — rural or unusual assets — are flagged for mandatory surveyor review. Time-to-liquidation estimates feed directly into LGD calculations.
Open Banking & Income AI
Direct bank feed integration via 200+ open banking connectors — Plaid, Truelayer, Mono, Stitch, and others — for real-time income verification, cash flow pattern scoring, and recurring expense analysis. Mobile money integration (M-Pesa, MTN, Orange Money) delivers 24-month transaction intelligence for borrowers in markets where open banking is limited. Replaces static payslip verification with live behavioral data.
A seamless digital journey
for every borrower
The Frontline OS handles the entire borrower journey — from first tap on the mobile app to signed contract and disbursement — with zero paper, zero branch visits, and full status visibility at every step. USSD and WhatsApp channels serve borrowers without smartphones.
Complete visibility into
your entire lending operation
The Live Dashboard gives bank leadership, risk teams, and compliance officers a real-time window into every decision, fraud event, portfolio signal, and AI model performance indicator — with full explainability for every automated outcome.
Your borrowers never wait.
Your loan officers never start from scratch.
The Frontline OS embeds an LLM-powered conversational layer that handles 50%+ of all borrower interactions — 24/7, in any language, across the mobile app, web portal, WhatsApp, and SMS — and equips every loan officer with a pre-populated context brief before every review.
Borrower Self-Service
Loan balance, next payment date, repayment schedule, outstanding principal, statement downloads, and early settlement calculations — all answered instantly by the AI assistant without any human involvement. Available 24/7.
Application Guidance
Walks borrowers through the application process step by step. For borrowers who prefer to apply by conversation — typing answers in natural language rather than filling a form — the assistant builds the application from the dialogue. Proactively requests missing documents with specific, plain-language instructions.
Collections Nudges
When the Collections AI flags an early delinquency signal, the assistant sends a personalized, empathetic payment reminder via the borrower's preferred channel. The tone is calibrated to the account's delinquency stage. Self-service restructuring options are offered automatically for customers identified as likely to respond.
Loan Officer Co-pilot
Before every referred application review, the AI assistant generates a one-page borrower brief for the loan officer: financial summary, key risk flags, SHAP explanation of the score, comparable approved and declined cases, and a recommended decision with confidence level. The officer reads the brief, not twelve systems.
Multilingual Support
Operates in 40+ languages natively — including Amharic, Swahili, Arabic, French, Somali, Hausa, and major Southeast Asian languages. Detects borrower language automatically from their first message. Handles code-switching (e.g., Swahili mixed with English). No manual language routing required.
Escalation Intelligence
Knows exactly when an interaction exceeds its scope and transfers to a human agent — with the complete conversation history, account context, and a suggested resolution pre-populated. The human agent sees everything. The borrower never repeats themselves.
The system that protects your
portfolio after disbursement
Loan origination is only half the story. Ignisolutions monitors and manages every loan through its full lifecycle — from first payment to final settlement.
Numbers that define
a new standard
From kickoff to live
in 17–21 weeks
This is not a software sale. It is a managed implementation partnership. The Ignisolutions team embeds as your dedicated AI engineering, data science, and integration team — for implementation and beyond. The system runs continuously; so does our support.
Deep-dive stakeholder workshops to map the bank's current process end to end. Data audit of existing loan data — quantity, quality, outcome labeling — to plan model calibration. Regulatory mapping for all applicable markets. Complete technical blueprint and integration map before any build begins.
Environment provisioned — cloud, private VPC, or on-premise. Core banking connector deployed and tested. Credit bureau integrations live. Payment rail connections configured. Customer app branded to the institution's visual identity. Loan products configured in the Admin Console. Approval workflows set up to mirror the bank's governance structure.
Platform goes live for 5–10% of the bank's application volume. The bank's historical loan data — applications, decisions, outcomes — is used to calibrate the Ignis scoring model to the specific default rates and population of that market. The bank's team monitors every automated decision alongside their own for four weeks. Discrepancies are reviewed and threshold adjustments made. Regulatory sign-off obtained on the live pilot.
Volume ramps to 100%. Loan officers transition to the Officer Workspace. Operations team transitions to the Case Management Desk. The manual process is retired. Full staff training delivered for every role — credit officers, operations staff, compliance team, and admin users. 24/7 SLA support engaged from day one of full production.
Monthly model retraining on the bank's own live decision outcomes — approved loans that repaid, approved loans that defaulted, declined applications that the bank later reconsidered. Quarterly compliance reviews covering regulatory changes, model fairness audits, and portfolio performance. The Regulatory Monitoring Agent ingests new central bank circulars and proposes policy updates within 24 hours of publication. The system gets measurably smarter every month.
Built for the world's most
regulated industry
Compliance is designed into every model weight, every inference output, and every audit log from the first line of code.
Independently audited security controls, verified annually. Full Type II certification covering all trust service criteria — availability, confidentiality, processing integrity, privacy, and security. Audit reports available to enterprise clients under NDA.
Automated fairness auditing across protected classes — gender, age, geography, and ethnicity — runs monthly. Disparate impact alerts fire if approval rate gaps exceed configurable thresholds. Adverse action notices are generated automatically for every declined application, in the format required by applicable local regulation.
Right to explanation is implemented natively — every AI decision produces a human-readable explanation the bank can share with the applicant on request. Data residency controls ensure customer PII never leaves the bank's chosen cloud region or on-premise environment. Consent is granular, auditable, and revocable. Built in from the first line of code, not retrofitted.
Consumer Financial Protection Bureau fair lending guidelines enforced at model inference level. EU AI Act readiness: the platform produces the documentation and audit trail required to register as a high-risk AI system under the Act's requirements for automated credit decision systems. Local central bank compliance frameworks pre-configured for Nigeria, Kenya, Ethiopia, Saudi Arabia, and UAE.
All customer PII encrypted at rest with AES-256 and in transit with TLS 1.3. HSM-backed key management. 90-day automated key rotation with zero-downtime rotation. Zero-trust network architecture — every service authenticates every other service via mutual TLS. No implicit trust inside the perimeter.
Multi-region cloud deployment with hot failover. Zero-downtime releases via blue-green deployment. Real-time health monitoring across all production services. Dedicated status page per bank deployment. Financial SLA penalties for enterprise clients if uptime falls below the 99.9% threshold.
Plugs into what your bank already runs.
No rip-and-replace.
The Ignisolutions Integration Rails connect the Ecosystem to the bank's existing core banking system, credit bureaus, payment rails, identity databases, employment verifiers, and open banking APIs — via pre-built, maintained connectors. No bank will replace their core system to deploy this platform. They don't have to.
Core Banking Systems
Credit Bureaus
Payment Rails
Data Providers
REST API & SDKs
Fully documented REST API — OpenAPI 3.1 spec, always current. SDKs for Node.js, Python, Java, Swift, and Kotlin. Versioned endpoints with 24-month deprecation protection. Sandbox environment with test data available from day one of the engagement.
Webhooks
Real-time event hooks for every decision, fraud flag, payment, portfolio alert, and agent state change. HMAC-SHA256 signature on every webhook for authenticity verification. Retry logic with exponential backoff ensures no event is lost. Stream to any downstream system — CRM, BI, data warehouse, or custom reporting tool.
White-label Ready
Deploy the full Ecosystem under your institution's brand. Custom domain, white-labeled customer app (iOS and Android), branded web portal, and branded decision and adverse action letters. The customer never sees the Ignisolutions name unless the bank chooses to display it.
Pricing that scales with
your institution's ambitions
All plans include full implementation partnership — discovery, integration, model calibration, pilot testing, and go-live. No hidden fees. No setup charges. No long-term lock-in.
Already running at
machine speed
"We went from a 22-day loan cycle to under 4 minutes for auto-decisions. The Ignisolutions Ecosystem handles 91% of our consumer loan volume end-to-end. Default rates are down 18% and fraud losses dropped by over 67%. The platform paid for itself in the first quarter."
"The explainability layer alone justified the entire investment. Our regulators are fully satisfied — every decision has a complete audit trail and a plain-language explanation. Loan officers understand every AI recommendation, and adverse action appeal rates have dropped dramatically since we launched."
"We were declining over 60% of applicants in our market because they had no bureau record. Ignisolutions' alternative data scoring — mobile money history, behavioral signals, cash flow patterns — opened an entirely new creditworthy market segment we were previously locked out of. And the GNN fraud detection caught two organized rings in the first month."
Everything you need
to know
Ready to transform your
lending operation?
Join the 40+ financial institutions across Africa and MENA already operating at machine speed — from application to disbursement in under 3 minutes.
No commitment. Implementation call within 48 hours. SOC 2 certified.