Product Roadmap 2026

Built with banks.
Shaped by what
moves KPIs.

Everything listed below is either in active development or planned for 2026 — grounded in real deployments and customer feedback, not speculation.

Released In Progress Planned 2026

AI Agents & Automation

In Progress

AI-Powered Segmentation

Use natural language to define audience segments — marketers and analysts type what they need, the platform builds and validates the segment automatically. No SQL required.

In Progress

Agent Workflow Engine

Multi-step AI agents that orchestrate actions across the platform — from detecting a trigger event through scoring, segmenting, personalising and reporting — with full governance and audit trail.

In Progress

Advanced PII Filtering

Extended PII detection and masking across all LLM prompts and agent responses — covering structured and unstructured data, with granular consent-aware rules per data category and jurisdiction.

Planned 2026

Automated RAG Generation

Automatically build and maintain RAG knowledge bases from bank-internal documents, product sheets and regulatory texts — keeping AI assistants grounded in current, institution-specific information.

Planned 2026

Advanced Hyper-Personalisation

Next level of real-time personalisation: dynamic content assembly per individual, cross-channel consistency and AI-optimised sequencing across all touchpoints — far beyond rule-based approaches.

Data Layer & Integrations

In Progress

Extended Data Source Connectors

New pre-built connectors for core banking systems, card platforms, CRM and digital channel data — reducing integration time from months to days for standard banking infrastructure.

In Progress

Open Banking Integration

Native PSD2/open banking data ingestion — enriching the customer 360 profile with consented external account data for better predictions, offers and lifecycle decisions.

In Progress

System of Record → System of Action Bridge

Deepening the connection between legacy banking data (core systems, DWH) and real-time decisioning — so every action is grounded in the full customer history, not just recent events.

Planned 2026

Marketing Orchestration Engine Integration

Tighter integration with external marketing orchestration tools — enabling ACCELERAID to serve as the intelligence layer while activating campaigns through existing email, push and CRM systems.

Analytics & Prediction Models

In Progress

Advanced Analytics

New self-service analytics layer: cohort analysis, funnel breakdowns, revenue attribution and campaign impact — directly tied to the governed data layer with full lineage.

In Progress

Expanded Standard Model Library

More pre-built ML models ready to deploy: additional churn variants, next-best-product, payment behaviour, loyalty scoring and credit risk early-warning indicators.

Planned 2026

Advanced Regulatory Reporting

Expanded regulatory report library covering ESG, Basel IV, DORA operational resilience metrics and new EBA requirements — all generated from the same governed data layer as growth modules.

Tell us what would move your KPIs.

Our roadmap is shaped by direct customer input every quarter. If something here matters to your bank — or something is missing — let us know.

Talk to the Product Team →