Client onboarding, KYC file assembly, reconciliations and operational reporting, automated with the audit trail the regulator expects.
Industry overview
The front office commits in days; operations delivers in weeks. Onboarding files, periodic reviews and reconciliation breaks consume analyst time that scales with volume, and every handoff adds a day.
Banking operations is a chain of assemblies: documents from the client, data from providers, screenings from watchlists, approvals from committees. Each step is defined, most are manual, and the elapsed time is dominated by waiting rather than working.
Reconciliation is the quiet cost centre. Breaks are investigated by hand, the investigation is rarely captured in a reusable form, and the same break type recurs monthly because nothing learned is retained anywhere but in an analyst’s memory.
Common challenges
If three or more are true, the rest of this page is about your operation.
How we help
AI, cloud, cybersecurity, hardware and programme delivery, one integrated bench, each practice applied to how banking & capital markets actually operates.
Agents for the middle and back office: KYC-refresh document collection and screening-alert triage with every disposition logged, reconciliation-break investigation support, and client-onboarding checklists that move in days, with anything touching a suitability or credit judgement staying human by design.
Architecture that respects books-and-records obligations from the first design: immutable retention on regulated communications, data lineage from source system to report, and environments your internal audit function can trace end to end.
Controls sized for a regulated institution: privileged access on payment and settlement paths under dual control, detection tuned to wire-fraud patterns, and evidence production that turns an examination request from a project into a query.
Trading-floor and branch estates managed to uptime: multi-display trading positions built and supported, branch fleets imaged to hardened builds, and disposal chains that end in certificates your records team files.
Delivery inside three lines of defence: project governance that keeps compliance and risk informed by design, regulatory-driven change traced from rule text to requirement to test evidence, and cutovers rehearsed against settlement calendars.
Where we start
Deliberately mundane. The impressive-sounding workflow is rarely the one worth doing first.
If you run one of these, this is the conversation.
Our solutions
What happens today, what changes, and what to watch for as each workflow is automated.
The operating picture
KYC documents, beneficial ownership and risk rating before the account opens.
Agent layer
Collects and verifies the document set, assembles the KYC file, and flags what fails your standards.
Daily activity generates alerts, breaks and exceptions.
Agent layer
Investigates reconciliation breaks against source records and closes the matched ones with an audit trail.
Screening alerts arrive in volumes no team can clear by hand.
Agent layer
Triages watchlist and transaction alerts, dispositions the clear false positives per your procedures, and documents every one.
Periodic reviews come due in waves and go overdue in queues.
Agent layer
Runs the refresh cycle, outreach, document collection, file update, and keeps the overdue list visible.
Platforms and systems
The systems of record this sector runs on, and why each one matters to a deployment.
The constraint
Everything must be evidenced: the decision, the reviewer, the source and the time.
Financial-crime and conduct regimes make the audit trail the primary artefact. The automation pattern that works here writes its evidence as it goes, who saw what, when, from which source, because the alternative is reconstructing it under examination.
Change control is the second constraint: a bank does not accept quiet changes to production behaviour, so deployment cadence and rollback discipline are part of the design, not the aftermath.
Compliance
The regimes your organisation operates under, and what each one constrains in a deployment. We design to these from the first architecture diagram, they describe your obligations rather than our credentials, and VSI's own position publishes only once it is substantiated.
Success stories
Published engagements from adjacent sectors carry the same disciplines, programme governance, systems integration, workflow automation, that a banking & capital markets deployment draws on. Every figure publishes under a named attestation.
The first month
What actually happens, week by week. Note where the design conversations sit, before the build, not after it.
Baseline one onboarding queue from your own data, separating working time from waiting time per step.
Automate file assembly and document chasing on one client segment, with dispositions untouched.
Compare elapsed-time movement to the baseline and take the widen-or-stop decision with operations and compliance in the room.
Next step
Document processing, origination workflow and controls that survive an audit.
No preparation required and nothing to install. Bring the workflow that costs you the most hours; leave with a view of what we would automate first, what it depends on, and what we would not touch.
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