IND // Industry · Banks

AI systems for retail, commercial and challenger banks.

Deposit banks, SME lenders and challengers — onboarding, transaction monitoring, product cross-sell and internal copilots grounded in your own data.

Where firms in this vertical hurt

The specific reality of running this business.

01
Onboarding still takes days when it should take minutes

KYC, KYB and source-of-funds are stitched across five vendors and a manual queue.

02
Transaction monitoring generates alert fatigue

Rule-based systems flood the analyst desk; the real signals get buried.

03
Internal knowledge is impossible to search

Policy, procedure and product docs are scattered — the front line can't answer a customer without escalating.

Financial Intelligence — for this vertical

AI operating systems we build for this industry.

KYC & Onboarding Automation

Document AI, sanctions / PEP screening, source-of-funds analysis and adaptive onboarding by jurisdiction and product.

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Fraud & AML Intelligence

AI monitoring for chargeback fraud, bonus abuse, IB collusion and transaction-monitoring for AML across jurisdictions.

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Compliance & Regulatory AI

MiFID II, ASIC, FCA and CySEC reporting automation, communications surveillance and trade reconstruction.

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AI Copilots & Internal Assistants

Firm-trained RAG assistants for dealers, compliance, support and operations — grounded in your data.

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Executive & BI Dashboards

CFO / COO command centre — deposits, withdrawals, LTV, CAC and cohort P&L in one live view.

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Data Platform & Integrations

MT4 / MT5, cTrader, PrimeXM, Centroid, oneZero, CRM, PSP and ledger unification into a single data platform.

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Customer Journey CRM — for this vertical

Journey flows we build for this industry.

Customer Journey Builder

Visual multi-step flow canvas: triggers, splits, delays, A/B, adviser hand-off — the lifecycle journey engine finance has been missing.

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Activation & First Trade

Educational drip, demo-to-live conversion, platform tutorials and behaviourally-timed first-trade nudges.

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Retention & Dormancy

30 / 60 / 90-day inactivity re-engagement, drawdown empathy flows, win-back offers and reactivation journeys.

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AI Segmentation & Scoring

Predictive LTV, churn risk, next-best-action and look-alike modelling driven from your live customer graph.

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Multi-Channel Messaging

Email, SMS, WhatsApp, in-app, push and adviser-call task — one orchestration layer across every touchpoint.

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Compliance-Safe Marketing

Pre-approved content library, jurisdiction-aware disclaimers and comms archiving for FCA, ASIC, CySEC and MiFID.

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Talk to Us

Scoping a build for a banks? Send a two-line brief.