Industries / Financials

Wealth & Asset Management

Financial Services · Asset Management & Custody · Wealth Management · Investment Advisory · Fund Services

Industry Overview

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Wealth & Asset Management holds assets it does not own, advises under suitability rules that must be evidenced years later, and absorbs fee pressure while operating multi custodian, multi jurisdiction books. Across various engagements in multiple geographies, iFortis Worldwide has engineered intelligence into Portfolio Intelligence, Adviser Copilot, Client Onboarding Automation, Fund Operations Intelligence, Investment Research Copilot, Suitability Intelligence, Custody Reconciliation Automation, Investor Reporting Automation, Portfolio Rebalancing Optimization and Wealth Operations Workforce, always above the book of record and the fiduciary judgement of a named adviser.

Key impacts

  • Portfolio Intelligence. Portfolio exposure was assembled overnight from custodian files that arrived in different formats.
  • Adviser Copilot. Advisers prepared for client meetings by reading across holdings, notes and product documents separately.
  • Client Onboarding Automation. Onboarding and client due diligence checks took weeks of document collection and manual review.
  • Fund Operations Intelligence. Fund accounting exceptions were investigated after the valuation point, under daily deadline pressure.
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Sector
Financials
Industry group
Financial Services
Sub-industries
Asset Management & Custody, Wealth Management, Investment Advisory, Fund Services

Our Experience & Impact.

Engineered with intelligence. Measured by outcomes.

0+
Years On The Bench

Senior engineers who have run production systems before, not learned on yours.

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Programmes In Production

Transformation programmes taken past pilot and into daily operation.

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Specialists Under One Standard

One delivery standard, whoever is on the engagement.

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Solutions Running Live

Built, deployed and still operated by us after handover.

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Systems Connected

Core platforms and data estates joined into one governed architecture.

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Governed Agents In Service

Each with an identity, a permission set and a human who owns it.

0K+
Hours Codified Into Assets

Work turned into assets the next engagement starts from.

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Markets Under Delivery

Delivery, data residency and support where the business actually operates.

24×7
Continuous Operations

Engineering and managed operations that follow the working day around.

0
SDGs Mapped To Delivery

Every engagement mapped against the Sustainable Development Goals.

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iFortis Worldwide® AI Native Enterprise Framework

From Enterprise Vision to Autonomous Operations.

STAGE 01Envision01020304050607080910

Stage 01 · Envision

Define business ambition and transformation outcomes.

Establish enterprise strategy, AI vision, value cases, governance objectives, and success metrics aligned with business priorities.

Outputs

  • Enterprise Vision
  • AI Strategy
  • Business Case
  • Transformation Roadmap

Trending solutions

The AI Native solutions engineered for Wealth & Asset Management, each with its recorded outcome and the full story to read

Portfolio Intelligence

Asset Management & Custody

AI agents connected custodian positions, market data and mandate rules into one exposure view.

39% faster exposure analysis

Adviser Copilot

Wealth Management

Governed retrieval assembled holdings, meeting notes and product documentation into prepared client discussions.

56% faster client meeting preparation

Client Onboarding Automation

Investment Advisory

Document AI and screening agents connected identity, source of wealth and risk profiling checks.

64% faster account opening

Fund Operations Intelligence

Fund Services

Anomaly models connected accounting entries, pricing feeds and corporate actions to surface exceptions early.

43% fewer valuation exceptions

Investment Research Copilot

Asset Management & Custody

Language models summarised filings, broker research and internal notes with citation to every source.

2.7x faster research coverage

Suitability Intelligence

Wealth Management

AI compliance agents mapped advice records to client objectives and evidenced suitability continuously.

58% faster suitability review

Custody Reconciliation Automation

Investment Advisory

Matching agents reconciled custodian, transfer agent and internal ledger positions across markets daily.

47% fewer manual reconciliation breaks

Investor Reporting Automation

Fund Services

Generative AI drafted performance commentary from approved data and templates for reviewer sign off.

35% faster reporting cycle

Portfolio Rebalancing Optimization

Asset Management & Custody

Optimisation engines balanced drift, tax impact and trading cost against mandate constraints.

22% lower rebalancing cost

Wealth Operations Workforce

Wealth Management

Governed digital workers handled transfers, corporate action instructions and client documentation requests.

31% reduction in operations workload

Engineering technology stacks used

Everything engineered across the Wealth & Asset Management engagements, summarised by layer of the enterprise stack

AI and machine learning16

  • LLMs
  • Retrieval augmented generation
  • Fine-tuned SLMs
  • Multi-agent orchestration
  • Agent frameworks
  • Anomaly detection
  • Entity resolution
  • Gradient boosting
  • Time series forecasting
  • Mixed integer optimization
  • Portfolio optimisation models
  • Propensity models
  • OCR and document AI
  • Text summarisation
  • Knowledge graphs
  • Explainable models

Data12

  • Snowflake
  • Databricks
  • Delta Lake
  • Kafka
  • Airflow
  • dbt
  • Apache Iceberg
  • Vector database
  • pgvector
  • Graph database
  • Spark
  • Parquet

Databases9

  • PostgreSQL
  • MongoDB
  • ClickHouse
  • Redis
  • Elasticsearch
  • Neo4j
  • Weaviate
  • DynamoDB
  • SQL Server

Backend7

  • Java
  • Python
  • .NET
  • Go
  • Scala
  • Kotlin
  • Node.js

Frontend5

  • React
  • Angular
  • TypeScript
  • Next.js
  • Vue

Cloud6

  • Azure
  • AWS
  • Google Cloud
  • Kubernetes
  • OpenShift
  • Hybrid cloud

Integration8

  • SWIFT messaging
  • FIX protocol
  • REST
  • gRPC
  • Event driven
  • API gateway
  • Webhooks
  • File transfer gateways

DevOps12

  • Terraform
  • Docker
  • Helm
  • ArgoCD
  • GitHub Actions
  • GitLab CI
  • Jenkins
  • Prometheus
  • Grafana
  • Datadog
  • OpenTelemetry
  • ELK

Analytics4

  • Power BI
  • Tableau
  • Looker
  • Superset

Security8

  • SSO
  • OAuth2
  • mTLS
  • IAM
  • Zero Trust
  • Vault
  • SIEM
  • Audit logging

Explore the full stack

Case studies across the sector

Learn how AI Native Technology is applied across the Financials sector, one engagement from each industry

Wealth & Asset Management

Portfolio Intelligence

39%faster exposure analysis

fewer reconciliation breaks
28%
faster mandate breach detection
45%

Systems integrated

Multi-agent orchestration · Entity resolution · Anomaly detection · Portfolio optimisation models · Retrieval augmented generation · Snowflake · Databricks · Kafka · pgvector · PostgreSQL · ClickHouse · Redis · Neo4j · Java · Python · Scala · React · Angular · Azure · Kubernetes · SWIFT messaging · REST · Event driven · Terraform · ArgoCD · Grafana · Power BI · SSO · mTLS · Audit logging

Banking

Relationship intelligence

3.2xmodeled three year return

Material operational improvement and measurable economic value

Systems integrated

Propensity models · Gradient boosting · Fine-tuned SLMs · Delta Lake · Airflow · Apache Iceberg · PostgreSQL · MongoDB · Elasticsearch · Java · Kotlin · Angular · TypeScript · Azure · OpenShift · REST · Event driven · API gateway · Docker · GitLab CI · Datadog · Tableau · SSO · OAuth2 · Zero Trust · Audit logging

Capital Markets

Research summarisation

60%faster research review

wider coverage per analyst
34%

Systems integrated

LLMs · Text summarisation · Knowledge graphs · Retrieval augmented generation · Databricks · Kafka · Vector database · pgvector · PostgreSQL · Weaviate · ClickHouse · Python · Rust · React · Next.js · AWS · Kubernetes · FIX protocol · gRPC · Event driven · Helm · GitHub Actions · Prometheus · Superset · mTLS · Vault · SIEM

Insurance

Policy servicing automation

3.2xmodeled three year return

Material operational improvement and measurable economic value

Systems integrated

OCR and document AI · Text classification · Agent frameworks · Snowflake · dbt · Airflow · PostgreSQL · MongoDB · Redis · .NET · Python · Vue · React · Azure · Kubernetes · REST · Webhooks · API gateway · Docker · GitHub Actions · OpenTelemetry · Power BI · SSO · IAM · Vault · Audit logging

Payments & FinTech

Cash movement monitoring

3.2xmodeled three year return

Material operational improvement and measurable economic value

Systems integrated

Anomaly detection · Graph neural networks · Real time scoring · Kafka · Flink · Delta Lake · ClickHouse · PostgreSQL · Cassandra · Redis · Go · Java · React · TypeScript · AWS · Kubernetes · ISO 20022 · gRPC · Event driven · Terraform · ArgoCD · Grafana · Looker · mTLS · Tokenisation · SIEM

Private Equity & Venture Capital

Fund reporting automation

3.2xmodeled three year return

Material operational improvement and measurable economic value

Systems integrated

Generative AI · Retrieval augmented generation · OCR and document AI · BigQuery · dbt · pgvector · PostgreSQL · MongoDB · Neo4j · Python · Node.js · Next.js · React · Google Cloud · AWS · REST · GraphQL · Webhooks · Docker · GitHub Actions · Datadog · Metabase · SSO · OAuth2 · Zero Trust · Audit logging

Financial Infrastructure & Exchanges

Corporate actions processing

50%faster event processing

fewer manual instructions
26%

Systems integrated

Entity resolution · OCR and document AI · Anomaly detection · Kafka · Apache Iceberg · Spark · PostgreSQL · ClickHouse · Cassandra · Java · Scala · Angular · React · Hybrid cloud · OpenShift · SWIFT messaging · FIX protocol · gRPC · File transfer gateways · Terraform · Helm · Prometheus · Grafana · Tableau · mTLS · SIEM · Audit logging

Trusted by the world’s leading enterprises.

Clients include: Allianz · Bank of America · Caterpillar · CHANEL · Citi · Dell · FedEx · Huawei · Hyundai · John Deere · Kellogg’s · Nissan · NIVEA · Philips · UNIQLO · Adobe · HSBC · L’Oreal · Nike · Siemens · Starbucks · Verizon · Walmart.

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