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Intelligence Across Data, Documents, and Controlled Decisions
We engineer permission-aware agents for client onboarding, service operations, document review, reporting, reconciliation support, and controlled financial workflows. Built for an industry where precision, traceability, and data boundaries are non-negotiable — each agent works inside defined policies and elevates exceptions to authorized specialists.
- Sector
- Professional & Regulated Services
- Agents on this page
- 6 purpose-built agents
- Control
- Approval checkpoints and audit trail
Financial services firms operate under a discipline most industries never face: every account, document, and figure carries regulatory weight, and every action must be explainable after the fact.
Yet the daily work — onboarding packets, account enquiries, reconciliation breaks, month-end packs — still moves through manual steps spread across core platforms, CRMs, document stores, and spreadsheets.
That gap is where agents earn their place. Not by making financial decisions — those stay with authorized people — but by doing the gathering, checking, matching, and preparing that consumes skilled teams. An agent can assemble an onboarding file, trace an unmatched transaction, or draft a management pack with every statement linked to its source, then hand the result to the person accountable for approving it.
Alpha Expansion engineers these systems the way the industry demands: permission-scoped retrieval, separation of duties between preparation and approval, and an immutable record of every step. The agent works inside your policies. Exceptions go to your specialists.
Where the work slows down
Document-Heavy Onboarding
New client files arrive as a mix of identification documents, mandates, and forms that staff must check item by item — and a single missing signature can stall an account for days.
Information Scattered Across Systems
Answering one client question can mean checking the core platform, the CRM, and a document store, while the person asking waits for someone to swivel between all three.
Repetitive Account Enquiries
Balance requests, statement copies, and status checks arrive in volume and follow the same pattern, yet each one pulls a trained service employee away from work that needs judgment.
Manual Reconciliation Preparation
Finance teams spend the start of every close matching records line by line before the real investigative work on breaks can even begin.
Lengthy Report Assembly
Management packs are rebuilt each period by copying figures between systems and templates, which invites version drift and makes sources hard to trace.
Complex Approval Chains
Multi-step sign-offs stall when a request sits in the wrong queue, and nobody can easily see which checkpoint a given case is actually waiting on.
Six agents designed around this work
Client Onboarding Agent
Guides each new client through the required onboarding steps and moves complete, verified packages to the people who approve them.
What it does
- Receives new client requests and assembles the required document checklist for that account type
- Checks submitted identification, proof-of-address, and mandate documents for completeness against onboarding policy
- Retrieves existing records from the CRM to catch duplicate profiles and pre-fill known fields
- Routes verified onboarding packages to the designated reviewer with a summary of open items
- Records each checklist decision and document status in the client case file
Works in
- CRM
- Identity verification
- Document management
- Core platform
A named onboarding officer approves every account activation; the agent never opens, modifies, or closes an account itself.
Account Service Agent
Handles routine account enquiries within an approved context, after identity verification and only inside its permission scope.
What it does
- Verifies the requester through the firm's existing authentication flow before touching any account data
- Retrieves balances, statement copies, and standing instructions the verified client is permitted to see
- Prepares responses to routine enquiries using approved account context and firm-standard language
- Routes anything involving funds movement, limits, or disputes to a service specialist with the full interaction history attached
- Records every enquiry, data access, and hand-off in the service log
Works in
- Core platform
- CRM
- Identity and authentication
- Secure messaging
Anything touching funds movement, credit limits, or disputes goes straight to a human specialist — the agent handles information, not money.
Document Review Agent
Turns incoming loan files, KYC packets, and agreements into structured, checked, review-ready summaries.
What it does
- Receives documents from the document management system and classifies each by type against the correct client and matter
- Extracts names, dates, amounts, and clause references into structured fields, each linked back to its source page
- Flags missing signatures, expired documents, and inconsistent figures for the review queue
- Prepares a review summary that a human reviewer signs off before the file advances
Works in
- Document management
- Core platform
- Workflow and approval tools
Every extracted finding is decision support: a qualified reviewer signs off before the file advances or a client record changes.
Reconciliation Assistant
Prepares each reconciliation cycle by matching records and explaining what does not match, so the finance team starts with the exceptions.
What it does
- Matches transaction records between the ledger and bank or counterparty statements using configured rules
- Explains each unmatched item with its likeliest cause — timing difference, missing reference, duplicated entry
- Prepares a prioritized exception queue for the finance team at every close
- Records the disposition of each exception so recurring break patterns become visible over time
Works in
- Accounting and ledger systems
- Banking data feeds
- Spreadsheets and reporting tools
It proposes matches and drafts explanations but posts nothing; each journal adjustment is entered by an authorized finance team member.
Management Reporting Agent
Assembles recurring management packs from approved data sources, with every narrative statement traceable to its figure.
What it does
- Retrieves figures exclusively from the permissioned data sources your finance team defines
- Assembles recurring management packs against the firm's own report templates
- Drafts narrative summaries in which every statement traces to a numbered source
- Flags variances beyond configured thresholds for a controller to investigate
- Updates the report register with the version, sources, and sign-off status of each pack
Works in
- Accounting
- Business intelligence and reporting
- Document management
A controller reviews and signs every pack before distribution, and external or regulatory reporting remains entirely a human act.
Compliance Workflow Agent
Watches in-progress workflows for missed steps against internal rules and hands what it finds to compliance for formal review.
What it does
- Checks active workflows against the firm's documented procedures and required steps
- Flags missed checkpoints, out-of-order approvals, and expired reviews before they compound
- Prepares case files with the relevant policy references attached for the compliance team's formal review
- Records a timestamped trail of every check it performs and every flag it raises
Works in
- Workflow and approval tools
- Policy repositories
- Audit logging
The agent flags and escalates only — compliance determinations, filings, and remediation decisions rest with your compliance team.
One request, end to end
Client Request
A request arrives through a supported channel and is logged with its full context before anything else happens.
Identity Verification
The requester is verified through the firm's existing authentication flow before any account data is touched.
Data Retrieval
The agent pulls only the records its permission scope allows for this specific client and task.
Policy Check
The requested action is checked against internal rules, limits, and separation-of-duties constraints.
Task Preparation
The agent prepares the draft response, matched records, or completed package and stages it for review.
Authorized ApprovalA person decides
A permitted employee reviews the prepared work and approves it — or sends it back with corrections.
Record and AuditA person decides
The approved outcome is written to the system of record with an immutable audit trail entry.
Connected to the systems that run the work
01Core Financial Platforms
- Temenos
- Mambu
- or an in-house core platform via its APIs
02CRM
- Salesforce
- HubSpot
- Microsoft Dynamics
- or a custom CRM
03Document Management
- SharePoint
- Box
- DocuWare
- or an internal document store
04Identity Verification
- Onfido
- Jumio
- Persona
- or an in-house KYC stack
05Accounting & Reporting
- NetSuite
- Sage
- Xero
- QuickBooks
- or Power BI
06Approval Workflows & Secure Communications
- ServiceNow
- Jira
- Microsoft Teams
- Slack
- or an internal ticketing system
Engineered Inside Your Control Framework
Financial services runs on separation of duties, and so do the systems we build. Every agent operates within a permission scope you define, escalates anything outside it, and leaves a record you can hand to an auditor. Funds movement and financial decisions are excluded from agent authority by design — not by promise.
- Role-based permissions per agent and per data source
- Approval checkpoints before any record changes
- Immutable audit logs for every action and hand-off
- No agent authority over transfers or financial decisions
- Separation of duties between preparation and approval
- Source traceability for every generated statement
- Permission-scoped retrieval with defined data boundaries
- Evaluation suites run before every release
- Safe fallback to a named employee on low confidence
From first workshop to launch
Discovery and product architecture
Map the user journeys, workflows and technical priorities.
UX/UI design and prototype
Define the interface system, key screens and clickable flows.
Development and integrations
Build the frontend, backend and integrations.
Launch, optimisation and scaling
Improve the platform through analytics and feedback.
Questions, answered
Agents retrieve data only through permission-scoped connections you define, so an agent serving one workflow never sees records outside it. Deployments run inside your infrastructure or your approved cloud environment, and every retrieval is logged with who, what, and when. Data boundaries are part of the system design, not a configuration afterthought.
Every financial decision: approving accounts, moving funds, posting journal entries, signing reports, making compliance determinations. Agents prepare, check, match, and route — the moment a workflow reaches a decision point or steps outside its defined policy, it goes to a named, authorized employee with full context attached.
Yes, through the platform's APIs or supported integration layers, with read and write scopes granted separately and deliberately. Where a system exposes no safe programmatic path, we design the agent to prepare work for a human operator rather than force a fragile connection. Each integration is scoped to the minimum access the workflow requires.
Start with a workflow that is high-volume, describable in rules, and low blast radius — reconciliation preparation and document completeness checks are common first candidates. Prove the pattern on real cases with a human approving every output, then extend scope as the audit trail earns confidence. One well-instrumented workflow teaches you more than a broad pilot.
Map One Workflow. See the Whole Pattern.
Bring us one workflow — onboarding, reconciliation prep, report assembly — and we will map it with you end to end: where an agent prepares and routes work, where your people approve it, and what the audit trail records at each step. You leave with a concrete design either way.