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IntegraLynx: Generative AI that Turns Unstructured Banking Data into Action

Resolve’s IntegraLynx platform rapidly extracts, validates and delivers critical information from any PDF, e-mail or scan, giving investment banks audit-ready data flows in weeks, not months.

Solution Overview

IntegraLynx is Resolve’s end-to-end generative-AI platform for investment banking document processing. Built by financial engineers and actuaries, it applies large-language-model orchestration, specialised parsers and deterministic rules to ingest any unstructured source including PDF pitch-books, confirmations, margin notices or client e-mails. From these documents it returns clean, structured data ready for trade capture, risk, finance and regulatory reporting. Independent benchmarks show generative AI can cut document handling time by over 90 percent, freeing teams to focus on higher-value analysis.

Architecture and Key Components

IntegraLynx combines a low-code extraction designer, model-agnostic AI inference layer and a secure, cloud-agnostic runtime. Business users drag and drop target fields while our AI suggests optimal patterns, instantly generating extraction pipelines. A rules engine normalises outputs to the bank’s canonical schema, and a reconciliation microservice integrates with booking, risk and ledger systems via REST or message bus. Continuous learning loops refine models from reviewer feedback, boosting accuracy release by release.

Data Governance and Lineage

Every data point is tracked in an immutable data lineage log that records source file, extraction logic version and human verification status. A built-in evidence vault retains originals, redlines and reviewer sign-off, producing regulator-ready audit packs in one click. This controlled framework eliminates undocumented spreadsheets and e-mail approvals, addressing the ops-risk themes that regulators repeatedly flag.

We didn’t have the resources to build our own system so we transferred the risk. Resolve moved hell and high water to get the project in on-time.

Business Change Programme Director, global insurance client
Implementation and Support

Resolve’s implementation team deploy a proven five-step methodology: discovery, rapid prototype, controlled pilot, phased rollout and optimisation. Typical time to first production load is twelve weeks, even in heterogenous estate environments. Our Dublin and London centres provide follow-the-sun support, while a named customer success manager tracks KPIs against committed service-level targets. Manual data handling costs can fall significantly and clients routinely report payback inside the first year.

 

Compliance, Security and Future-proofing

IntegraLynx is ISO 27001 aligned and offers on-premises, private-cloud or hybrid deployment with full tenant isolation. Model prompts and outputs never leave the bank’s security perimeter. All components are isolated and delivered through infrastructure-as-code, enabling rapid patching and rollback. Because the AI layer is model-agnostic, new frontier LLMs or bank-proprietary models can be swapped in without rewriting upstream integrations, protecting today’s investment from tomorrow’s innovation curve. Analysts forecast AI efficiencies could lift sector profits by up to £270 billion worldwide by 2028 – IntegraLynx positions your bank to capture its share of that upside.

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