01 · CAPACITY
Status questions crowd out the real cases
Where is my transfer? Has my claim moved? Is my card active again? These take a minute each and arrive hundreds of times a day, in the same queue as the complaint that needs a specialist.
FINANCIAL SERVICES · DOSSIER
Customer operations for financial services
Most of what reaches a bank’s service line is the same handful of urgent requests: balances, card blocks, failed transfers, disputed charges.
Concierge answers them, verifies the customer, opens the case with a reference number and routes it. Every decision about money stays with an officer.
For service, complaints, claims, applications and relationship teams
- 01VERIFIED INTAKE
- 02CASE OPENED
- 03OFFICER DECIDES
- Stage ENQUIRYRECEIVED
Dispute raised
The customer says what went wrong.
- REQUEST
- Transaction dispute
- CHANNEL
- Service line
- Stage VERIFYREADY
Details captured
Identity confirmed, details captured.
- IDENTITY
- Process completed
- DETAILS
- Customer supplied
- Stage RECORDRECORDED
Case opened
The case exists, with a reference.
- CASE
- FIN-2851
- STATUS
- Awaiting review
- Stage REVIEWHUMAN REVIEW
Qualified review
An officer picks it up, history attached.
- OWNER
- Resolution team
- OUTCOME
- Human decision
The operational problem
The calls that need a trained officer and the calls that don’t arrive in the same queue.
One customer rings to check whether a payment landed. The next rings to dispute one. Both wait in the same line, and the officer who could settle the dispute spends the morning reading balances aloud. By the time the dispute reaches them, its history sits in three different sets of notes — so someone rebuilds it by hand before the assessment can even start.
02 · RECORD
A case loses its history as it moves
A complaint passes from service to resolution to a specialist. Each hop leaves the dates, the customer’s own words and the earlier calls somewhere else, so the customer explains it again and the trail is hard to follow afterwards.
03 · FOLLOW-UP
Nobody has time to call anyone back
Stalled applications, missing documents and promised callbacks all lose to the inbound queue. The customer is left unsure what they still owe you, so the application quietly goes cold. Nobody decided to drop it — there was simply never an hour in the day when someone was free to pick up the phone.
The operating model
From conversation to coordinated work.
INBOUND OPERATION
Answer it, verify them, open the case
Concierge picks up, works out why the customer is calling and runs your verification steps before anything account-level is discussed. It answers what it can, and where the call needs a record it opens one and reads back the reference. It is explicit about what has happened: logging a dispute is not resolving it, and starting an application is not approving it. When policy says a person, the call transfers with the customer already verified and the details already gathered. The customer gets an answer or a reference in the same call, and the officer who picks it up is not starting from a blank note.
- Transaction, payment and card enquiries
- Application, claim and complaint status
- Verified requests, under your policy
ILLUSTRATIVE EXAMPLEINTAKE ONLY
ILLUSTRATIVE ARTIFACT
Complaint case record
- REFERENCE
- FIN-2851
- REQUEST
- Dispute intake
- DECISION
- Qualified review
CONNECTED WORK
Open the record, keep the trail intact
Which systems Concierge may write to, and which fields, is agreed field by field during discovery. It creates or updates the complaint, application or claim, issues the reference and puts the case in the review queue. It never infers eligibility, fraud, liability or entitlement — a status is not a decision. If verification fails or a write does not complete, the case goes to your team with the attempted action marked, not silently dropped. Because the reference exists from the first second, complaint ageing is measured from when the customer actually called, not from when somebody got round to logging it.
- Creates the record in your case system
- Issues the reference without deciding the outcome
- Routes on your own rules
ILLUSTRATIVE EXAMPLESTAFF OWNED
CONNECTED VIEW
Qualified-review queue
- CASE
- FIN-2851
- OWNER
- Resolution team
- NEXT ACTION
- Qualified review
OUTBOUND OPERATION
Make the calls nobody has time to make
Working from a list you approve, Concierge chases the incomplete application, asks for the missing document, confirms the customer is still interested and books a callback with an officer. The same pattern covers claims, renewals, retention and post-resolution feedback. Every call says who is calling and why, verifies before disclosing anything, and writes the answer against the right record. Ask it for advice and it hands you to a person. These are the calls that quietly decide whether an application converts, and they are the first thing to be dropped when the inbound queue is full.
- Application and claim follow-up
- Lead qualification and booked callbacks
- Renewal, retention and feedback calls
ILLUSTRATIVE EXAMPLERESPONSE LOGGED
FOLLOW-UP VIEW
Application follow-up worklist
- APPLICATION
- APP-731
- PURPOSE
- Missing detail
- NEXT STEP
- Human callback
Scenarios
Two directions. One operational record.
INBOUND · A customer starts a transaction dispute.
“I want to dispute a transaction.”
A failed check, a fraud concern, or the outcome itself — all go to an officer.
- 01 · UNDERSTAND
Identify request
Works out this is a dispute, not a balance query.
- 02 · VERIFY OR COLLECT
Apply checks
Confirms who they are, then takes the transaction details.
- 03 · ACT OR ROUTE
Open case
Opens the dispute case in your system.
- 04 · RECORD OR FOLLOW UP
Issue reference
Reads back FIN-2851 and names the team reviewing it.
ILLUSTRATIVE OPERATIONAL OUTPUT
Complaint case record
- CASE
- FIN-2851
- STATUS
- Awaiting review
- OUTCOME
- Not decided
OUTBOUND · An application has been sitting incomplete for a week.
“Calling about the application you started last week.”
Advice, eligibility and anything sensitive go straight to a person.
- 01 · UNDERSTAND
State purpose
Says which bank is calling, and about which application.
- 02 · VERIFY OR COLLECT
Confirm identity
Verifies the customer before discussing the file.
- 03 · ACT OR ROUTE
Arrange review
Finds what is missing and books an officer to call back.
- 04 · RECORD OR FOLLOW UP
Update worklist
Updates APP-731 so the pipeline reflects reality.
ILLUSTRATIVE OPERATIONAL OUTPUT
Application follow-up worklist
- APPLICATION
- APP-731
- RESPONSE
- Interested
- NEXT STEP
- Qualified callback
Operating boundary
Concierge can run the service. It cannot make the call on your money.
The operating environment
What we agree before go-live
One workflow, mapped properly: what it may say, what it may touch, and who owns it when it stops.
What it may say
Which calls it takes, which answers it gives, and where the advice boundary sits.
- Calls in scope
- Your scripts
- Advice boundary
What it may touch
Which systems, which fields, and what happens when a write fails.
- Case system
- Writable fields
- Failure path
Who owns it next
Named owners for each queue, and the route out when a case needs one.
- Review owners
- Escalation routes
- Handoff summary
AGENT ASSIST
Your officer is not starting cold
The history, the relevant policy and a written-up note, ready before they speak.
- Who is calling
- Account, request and prior contact
- Which rules apply
- The policy checks that apply here
- Written up
- Case summary, ready to file
The benefit
What changes in a financial-services operation.
Maximize resources
Service teams move off repetitive account queries onto complex, relationship-critical cases — without adding headcount.
Save time
Customers get instant answers on balances, transactions and card issues at any hour, with every interaction logged from the first second.
Improve revenue
Faster resolution on failed payments and disputes reduces churn and lowers exposure to penalties for delayed complaint handling.
Position your brand
An instant, always-on service line signals the reliability customers expect from wherever they keep their money.
Speed and compliance, on every call — see how a concierge keeps you inside your resolution window automatically.
Expected business impact
What the category is delivering elsewhere.
What this category of technology is delivering today, independently reported, for organizations running the same kind of call volume you do.
Industry benchmarks · not Concierge results
- 391%
- Three-year ROI, with payback in under six months, found by an independent Total Economic Impact study of enterprise voice-AI deployments (2025).
- 50–70%
- Call containment rates reported across banking deployments of comparable platforms — calls fully resolved without a human agent.
- 30%
- Reduction in agent call volumes achieved in a published financial-services deployment, freeing skilled agents for complex cases.
- 30–45%
- Typical customer-service cost reduction from generative-AI deployments, per McKinsey analysis.
Inbound: faster resolution on the failed payments and disputes that drive customers away, a support cost curve decoupled from customer growth, and a consistent, auditable record of every contact. Outbound: applications that convert because someone called back in time, leads qualified within minutes rather than days, and retention outreach that reaches the customers actually at risk.
Sources: Forrester Total Economic Impact study commissioned by PolyAI (2025); published PolyAI and Retell AI enterprise deployment case studies; McKinsey analysis of generative-AI customer-service deployments.
These are third-party benchmarks from comparable voice-AI platforms deployed abroad, presented as directional indicators rather than guaranteed outcomes. The most reliable way to establish your own numbers is a pilot on your real call volume.
START WITH ONE WORKFLOW
Run it on real calls before you commit
Pick one flow. We agree the script, the record it writes and who reviews it, then run it on live volume.
- RECOMMENDED FIRST WORKFLOW
- One verified status or case-intake flow
- BOUNDARY FOR THE PILOT
- No automated decisioning. Officers keep every financial and regulated call.