Also known as: community bank, community banks, credit union, bank, credit unions
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Every regulated banking process has a handoff between the front office and the back office. A request starts with a customer, an employee or an AI agent: in online banking, at the branch, in the contact center or in a digital application. It is fulfilled in the core, the loan origination system, or the card and payments platforms. In between, most banks still run on email, PDFs, re-keying and manual checks. That is where the cost, the delay and the compliance risk live.
Callvu runs that handoff end to end, in five moves.
Prefill: it reads what the bank's systems already know.
Classify: it turns each request into a unit of work with an owner, a skill and a due date.
Chase and verify: it requests missing documents from the right party and checks each one on arrival.
Decide: it routes decisions to the right reviewer in the Decision Desk.
Write back: it writes the result to the system of record by API.
It enforces the bank's policies at every step while the work runs, not in a review afterward. It runs on top of the core, the loan origination system and the contact center, and does not replace them.
This applies to banks with no digital front door (paper, phone, PDFs). It applies to banks that already have digital account opening or loan applications, where the problem starts after the request is submitted: processing, exceptions, approvals and servicing. And it applies to banks adding AI agents at the front end.
A specific banking workflow fails today: account opening, loan application or funding, disputes, identity verification or servicing. The customer abandons, the request falls back to the contact center, or it completes incorrectly.
Data is typed into more than one system after the customer submits.
Requests land in shared mailboxes with no owner and no due date while a regulatory clock runs.
Documents are chased from borrowers or third parties by email and phone, and nothing measures the wait.
Approvals happen in email threads and rarely reach the system of record on time.
Required steps such as identity checks, disclosures and consent must be enforced by the system, not by policy or by staff doing the right thing.
You need to show an examiner exactly what happened in a single transaction, step by step.
You have a digital front end, but requests stall, get re-keyed or wait in email between submission and the system of record.
The problem sits in one owned, regulated process, such as a debit card dispute, a business account opening, a loan application, an outgoing wire or a KYC refresh, not a general digital initiative.
A named person close to the problem owns its outcome and has the authority to act on it.
The trigger is current: an exam finding, a growing backlog, a cost report, a member complaint, a new digital front door or an AI pilot in flight, not a problem shelved last year.
You have no digital front door, and requests arrive on paper, by phone or as PDFs.
AI/Digital Product: AI is in pilot or production at your front door today.
AI/Digital Product: Your AI captures requests but is not allowed to touch the core, or people behind it re-key and check its work.
AI/Digital Product: Nothing in place reliably stops your AI agent from writing something to the core that it should not.
AI/Digital Product: You cannot guarantee with the AI alone that a required step such as a disclosure, an identity check or consent is performed in the right order and never skipped or improvised.
AI/Digital Product: Some requests the AI starts need consent or a signature on a controlled screen, not just a conversation.
AI/Digital Product: A launch or AI milestone in the next six months depends on your AI reaching the core safely.
AI/Digital Product: You are building your own AI front door or orchestration, and enforcement between it and the core is still an open need.
Compliance: You check whether each step was compliant after the fact, in a GRC tool or a QA sample, not while the work runs.
Compliance: Exam evidence is assembled by hand from emails, notes and screenshots.
Compliance: If an examiner asked today for 90 days of evidence on disputes or account opening, you would have to rebuild it.
Compliance: There is a recent exam or audit finding tied to a specific process.
Compliance: You can name a process that would be hard to defend if an examiner pulled it.
Compliance: An exam, audit or regulatory review (OCC, FDIC, NCUA, state regulator or CFPB) in the next 12 months could surface this process.
Compliance: Processing continues even when documentation or consent is incomplete.
Account opening has Customer Identification Program (CIP) gaps.
Compliance: Your current platform produces transaction records but not step-level evidence of how each step was done.
Operations: You miss clocks today, such as Reg E provisional credit and notice deadlines, Reg B adverse action notices or wire cutoffs.
Operations: Recovery work (re-keying, chasing and rework) takes a measurable share of your team's week that you could get back.
Operations: Volume spikes, such as rate-driven loan demand, a wave of fraud disputes or quarter-end, overwhelm the team, or doubled origination or servicing volume would break the process.
Operations: Customers or members call or visit the branch to ask for status, and you have not separated status calls from real service needs.
Operations: Repeat contacts trace back to specific breaks in the handoff.
Operations: Your contact center platform logs the case, but the steps after it (prefill, chasing and write-back to the core) are still manual.
Operations: You can separate the judgment steps in the process from the fixed steps that should be enforced every time.
Operations: Someone on the business side can own a proof of value day to day.
Executive: Nobody has put a number on how long work waits, or what each case costs, between the customer and your core.
Executive: A specific handoff failure moves a metric an executive owns.
Executive: A board meeting, a loan or deposit growth target, or an exam in the next six months makes the problem more urgent.
Executive: An executive owns the decision and can name at least one hard criterion or failure scenario to test.
The problem is systemic across cases, not an edge case.
You can state monthly volume, cycle time from submit to the core, people touching each case and error rate, at least as an order of magnitude.
Waiting 90 days has a concrete downside: a larger backlog, missed dispute clocks or exposure in your next exam.
Technical: A core conversion or a digital banking change is coming that will add more manual hops.
Procurement: There is an active initiative or budget line this process already falls under.
Procurement: The full cost of the process (operations labor, rework and exam remediation) is not visible in financial tracking or has not reached your CFO.
Procurement: New spend outside this year's allocated budget has an exception path and a sponsor who can use it.
Compliance: Your vendor security review can start in parallel with the evaluation rather than after it.
The criteria that decide most evaluations
deterministic completion
compliance auditability
integration with core banking and contact center systems
Callvu does not fit if
You only need conversational support, with no transaction at the end.
You are replacing the core banking system. Callvu runs alongside it.
Fewer than about 10 requests a month, each of low value, with no regulatory clock and no audit exposure, so the cost of doing nothing for the process is immaterial.
Your policy requires on-premises or self-hosted deployment, with no exception path. Callvu is hosted only.
Callvu may not be needed if
These describe a buyer who has already solved the problem. Each applies only when every part of it is true.
You already have a system live in production, built or bought, that enforces every step, writes to the core without re-keying, pulls a full step-by-step record of any transaction in minutes without anyone assembling it, and has written compliance sign-off.
You have chosen to keep complex requests on voice for good, and agents already finish every step in the system of record during the call, with no re-keying, chasing or approvals outside the system.
Compliance: You can already pull a complete step-by-step record of any transaction in these processes in minutes, without anyone assembling it from emails, logs or screenshots, and examiners accepted it in a recent exam.
Compliance: Compliance has documented your controls as sufficient, the system (not staff) already enforces every required step, and you can pull a complete step-by-step record of any transaction in minutes, without anyone assembling it.
Executive: You already track cost per case from request to core, and every case reaches the core with no re-keying, no manual chasing and no evidence rebuilt at audit time.
Technical and Operations: Your current systems already prefill, chase, write back to the core and pull a step-by-step record of any case in minutes without anyone assembling it, with no manual hops or outside approvals, and changes ship in days.
AI/Digital Product: Your AI already writes to the core only through controls the system enforces and records at every step, and compliance and legal have signed that off in writing.
AI/Digital Product: Your AI platform or vendor already enforces every step of this exact process live in production, records each action, gives step-level records in minutes that compliance or examiners accepted, and has live banking references.
Operations: Legal or compliance has directed that these steps stay at staff discretion, or an agreement gives staff that discretion and prohibits enforcing them.
Technical: Another option already runs this process end to end in production, enforcing every step with step-level records on demand, and it has fewer integration points and lower documented upkeep.
Not yet if
These are about timing, not fit. Each kind of delay has a way through.
Cost of waiting in Banking: about $3.2M a year for a typical organization (about $268K a month).Run your own numbers.
Budget is not in place yet
Operations: Not the right time while leadership has made the current workaround permanent policy and funded the headcount for it.
What moves it forward: A proof of value can start now and convert to the first-year license when your next budget opens, so the proof does not wait for the budget. If it passes both gates it converts and is credited in full; if it does not pass, you pay nothing.
Cost of waiting in Banking: about $3.2M a year for a typical organization (about $268K a month).Run your own numbers.
A security, vendor or policy review comes first
What moves it forward: A proof of value can start against a test system of record while your security review runs, and it takes 4 to 10 weeks, so the two can finish together. The review package is ready on request: the SOC 2 Type II report, the PCI DSS attestation, annual penetration test results and the Architecture and Security Document.
No sponsor or owner yet, or other priorities come first
AI/Digital Product: Not the right time while an executive mandate requires all execution to run on the internal platform.
Executive and Operations: Not the right time until someone on the business side owns the process and the consequence of it failing.
Executive: Not the right time while the evaluation has no decision timeline and no owner with authority to drive it, for example when it sits with a committee.
Operations: Not the right time until an executive sponsors the initiative.
Executive: Not the right time if the cost of doing nothing has been measured with your own volumes and this year's other priorities genuinely return more.
What moves it forward: The cost of an unmanaged handoff is usually spread across teams, so nobody owns the number. The Cost of Doing Nothing estimator turns your own volumes into one annual figure a sponsor can own and weigh against this year's other priorities. A proof of value on one process gives that sponsor a proven result in 4 to 10 weeks, before any larger decision.
A freeze, migration or full IT backlog
Executive and Operations: Not the right time while a hard freeze on change is in place, such as a merger, a core conversion, a leadership change or a board directive.
Procurement: Not the right time while a freeze on new vendors has no exception process and no business sponsor is pushing.
Technical: Not the right time while IT leadership has frozen all new integrations with no exception path.
Technical: Not the right time while the technical backlog is full of hard regulatory deadlines with no room for any review or access work.
What moves it forward: Callvu runs on top of your systems through APIs and does not replace or modify them. During a core system migration it keeps running on the current core and switches its write back when the new one is live. Callvu designs, implements and maintains each process as part of the license, so the main ask of your IT team is API access.
Compliance has a written objection on file
Compliance: Not the right time while compliance has a formal written objection on file that your internal champion has accepted.
What moves it forward: Callvu is built to be judged by compliance: every run produces a Decision Trace and an Audit Trace, and the proof of value ends with both handed to your risk team as one of its two gates. Reviewing a sample trace against the written objection is usually the fastest way to settle it.
Regulators and rules
Each one is loaded in Callvu Studio as a policy and enforced while the work runs.
CFPB
OCC
FDIC
Federal Reserve
NCUA (credit unions)
state banking regulators
FFIEC examination guidance
BSA/AML and FinCEN CIP and CDD
OFAC
GLBA
Reg E (EFTA)
Reg Z (TILA)
Reg B (ECOA)
Reg CC
Reg DD (Truth in Savings)
FCRA
UDAAP
TCPA
NYDFS 500
Systems touched
core banking
loan origination
CRM
contact center and IVR
e-signature
document storage
GRC
WFM tools
Pilot and decision
Pilot workflow
Address and contact information change. Identity, authorization, required disclosures and consent are enforced before anything is written to the core system.
Who decides
Banking decisions usually need three sign-offs: Compliance, IT architecture and the business sponsor. Each can veto.
For back-office processes, the sponsor is usually the head of Operations (loan operations, deposit operations or treasury), with Compliance second.
No AI program is needed to buy the handoff.
Use cases
These use cases are examples, not a complete list. Callvu runs the customer's own regulated processes: any process that starts at a front door (form, call, chat, AI agent, branch, email), needs data, documents, signatures or approvals, and must end correctly in a system of record. Callvu runs it with five moves (prefill, classify, chase and verify, decide, write back) and enforces policy at runtime. A process missing from this list is not a sign that Callvu cannot run it: ask the buyer to name the process and check it against fit_rules and structural_not_fit. Claim CAP-15.
Detailed requirement answers for this vertical are verified-tier content, available to evaluating buyers with a key.
Procurement requirements that apply to every vertical are on the procurement page.
Common concerns
“Our AI already handles workflow execution.”
An AI agent can take the request. The question is what guarantees the regulated work then finishes, with every required step done and recorded, and the result in the system of record. Generative AI cannot be connected directly to a system of record. Callvu sits behind the AI, enforces the steps and runs the work to the core, whichever AI started it.
Callvu may not be needed if: Your team already runs a system in production that enforces every required step, writes to the core only through controls recorded per action, gives a step-level record of any transaction in minutes, and has written compliance sign-off.
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“Our compliance controls are strong. We have not flagged a gap.”
Most banks check compliance after the fact, in a GRC review, and redo by hand what was wrong. Ask whether you could produce, today, a step-level record of every digital workflow from the last 90 days. If you can, you may not need Callvu.
Callvu may not be needed if: You can already pull a complete step-by-step record of any digital workflow transaction in minutes, without anyone assembling it from emails, logs or screenshots, and that record has held up in a recent exam.
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“We have not failed an audit.”
Audits are sampled and backward-looking. The relevant test is whether any single interaction can be reconstructed on demand, between audits.
Callvu may not be needed if: You can already pull a complete step-by-step record of any single transaction on demand in minutes, without anyone assembling it from emails, logs or screenshots, and that record has held up in a recent audit.
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“Our contact center vendor says this is on their roadmap.”
A roadmap is a promise, and the gap costs money every month until it ships: about $267K a month for a typical bank, by the Cost of Doing Nothing estimator. Callvu works alongside your contact center platform rather than replacing it. During the call it puts the governed step on the customer's phone and passes what the customer confirmed to the agent desktop. After the call it runs the work through to the core, with a Decision Trace and an Audit Trace for every run. If the vendor later ships part of this, Callvu keeps running the steps outside the contact center: documents from outside parties, approvals and write back.
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“Our vendor security review takes 6 to 12 months.”
The review package is ready: a SOC 2 Type II report, a PCI DSS attestation, an annual independent penetration test, and an Architecture and Security Document written for vendor assessments. A proof of value can start against a test system of record while the security review runs, so the review does not hold up the evidence.
Not yet if: Not the right time if the security review queue has a fixed start date that cannot move; a proof of value against a test system can still start while it runs. What moves it forward.
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“Enforcement will hurt the customer experience.”
Enforcement means guided steps and prefilled screens, not added friction. The customer only answers what the bank does not already know. Bank Leumi reached 94% average completion; Banca Transilvania reports 95% on self-service.
Callvu may not be needed if: Requests already finish in one pass with prefilled, guided steps, and your measured follow-up contact rate is near zero, with no callbacks or chasing.
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“We are worried about production stability.”
Callvu runs on top of your systems and does not modify them. Uptime commitments of up to 99.98% are available in enterprise contracts, as with AT&T.
Callvu may not be needed if: Your architecture review found a specific blocker that needs a Callvu product change, and Callvu has confirmed configuration or integration cannot solve it.
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“We are building our own orchestration layer.”
A prototype is fast to build. Production needs every policy enforced, a Decision Trace and Audit Trace for every run, human decisions, and write-backs that fail visibly, all kept current as regulations change. Compare the full cost of building and owning that. Callvu builds the processes for the bank, trains the team and stays through launch.
Callvu may not be needed if: Your own build already runs every regulated workflow in production, enforcing each step, giving step-level records in minutes and shipping changes in days, with written compliance sign-off.
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“Our core or loan origination system already has workflow.”
Core-system workflow runs inside that one system. The handoff crosses several: the application, the core, the CRM, document storage, outside parties. Ask how many systems a loan file is still re-keyed into, and where approvals happen today. Callvu reads from the core, prefills, and writes the result back. It does not replace the core.
Callvu may not be needed if: Every step, outside parties included, already runs inside the core with no re-keying, no chasing by email or phone and no approvals outside the system, and changes ship in days, not quarters.
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“We already have a BPM suite.”
Traditional BPM suites model internal process, usually in long, IT-led projects, and check compliance after the fact. Callvu runs the regulated handoff around what the bank owns and enforces compliance while the work runs. It goes live in a few weeks, versus a few months for traditional BPM suites.
Callvu may not be needed if: Your traditional BPM suite already runs this process end to end, outside parties included, with no re-keying or outside approvals, gives step-level records in minutes, and ships changes in days, not quarters.
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“Our WFM tool handles the back office.”
A WFM tool plans and staffs the work. It needs to know what is coming. Callvu classifies every request into a unit of work (work type, skill, effort, due date) and feeds the WFM tool the moment the front end starts. Callvu does not replace it.
Callvu may not be needed if: Every request already reaches your workforce management tool sorted by work type, skill, effort and due date the moment it starts, with no one triaging inboxes or tagging work by hand.
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“We have not seen this surface as a material issue in our reporting.”
The cost of the handoff is spread across lending operations, deposit operations, the call center and compliance, so it rarely shows up under one heading and nobody owns the number. Re-keying, inboxes with no owner, documents chased by hand and evidence rebuilt at audit time all sit in other lines. The Cost of Doing Nothing estimator puts one number on it in about two minutes, using your own volumes.
Callvu may not be needed if: They already track cost per case from request to core, and every case reaches the core with no re-keying, no manual chasing and no evidence rebuilt at audit time.
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“We have optimized our operations and learned to work around this. The team manages, so it is not urgent.”
Teams that manage well often size capacity around the workaround: re-keying applications into the core, chasing borrowers and business owners for documents, and sorting the shared inbox. The cost is real but sits in headcount, overtime, rework and clocks that slip when volume rises. Callvu prefills, chases documents on a clock and writes back to the core, so that recovery work becomes capacity you get back. Back-office planning also starts the moment the front end starts, so the team can staff for the work before it lands.
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“This feels like a tactical process issue.”
The handoff is where loan decisions slow down, where data errors start and where evidence gets rebuilt for the examiner. That ties it to cost to serve, loan cycle time, member experience and exam outcomes, which are executive measures, not tactical ones.
Not yet if: Not the right time while no one at the institution owns the consequence of the handoff. What moves it forward.
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“Our customers and members just prefer calling or coming into the branch.”
Many of those calls and visits are people asking where a stalled request stands, so preference and necessity are easy to conflate. When each request has an owner and a due date the moment it lands, and documents are chased on a clock, status calls drop.
Callvu may not be needed if: You have chosen to keep these requests in the branch and on the phone, and staff already finish every step in the system of record during the visit or call, with no re-keying, chasing or outside approvals.
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“This is normal banking complexity, and another integration feels risky.”
Callvu does not simplify the core or replace anything, and it does not change core logic. It runs between your systems, reads what they hold by API, prefills, and writes back by API, so people stop being the integration. It fails closed: one deterministic orchestrator decides the same way every time, and if a policy is not met the run stops instead of writing something wrong. It is hosted, and the architecture and security document covers the rest.
Not yet if: Not the right time while IT leadership has frozen all new integrations with no exception path. What moves it forward.
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“We agree there is a gap, but our AI roadmap will address it in 12 to 18 months.”
Callvu does not compete with your AI team. Your AI stays at the front door and calls Callvu over MCP; Callvu enforces every policy while the work runs and writes to the core only what is allowed. The gap keeps costing in re-keying, rework and exposure while the roadmap item waits.
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“We are aware of the risk, but we have not had a regulatory finding and no regulator has forced a change.”
Exposure builds between exams whether or not anyone has looked: every missed notice, skipped check and email approval exists before an examiner finds it, and every evidence request is rebuilt by hand. Today a missed Reg E notice or a skipped CIP step is found after the fact, if at all. With Callvu the rule is enforced while the work runs, and every execution produces an Audit Trace that can be handed to the examiner.
Callvu may not be needed if: The system already enforces every required step, you can pull any transaction's complete step-by-step record in minutes without anyone assembling it from emails, logs or screenshots, and it held up in a recent exam.
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“This is on our radar, but we have bigger priorities this year.”
Priority stacks are real, and the useful input is the cost of not acting, in your own numbers. The Cost of Doing Nothing estimator takes about two minutes with your volumes, cycle times and headcount, so the cost can be compared against the other priorities on the list.
Not yet if: Not the right time if the cost of doing nothing has been measured with your own volumes and this year's priorities genuinely return more. What moves it forward.
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“We have a backlog of infrastructure projects. This has to queue behind them.”
Callvu builds the processes and the integrations for you, trains your team and stays through launch. Your team's part is mostly API access and the security review. It is live in weeks, not a platform project.
Not yet if: Not the right time while the backlog is full of hard regulatory deadlines with no room for any review or access work. What moves it forward.
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“We are still evaluating.”
An evaluation usually stalls because the criteria are not ranked or someone who matters has not weighed in. The criteria that separate options in banking are specific: the work prefilled, written back to the core and enforced while it runs, with evidence on every case, live in weeks.
Not yet if: Not the right time while there is no decision timeline and no one with authority to set the criteria. What moves it forward.
The AI platform handles conversation and intent, and should. The question is what sits between it and the core when a request touches a regulated step, such as CIP, a Reg E notice or a wire callback. Callvu is that layer: AI is one of the doors where the process starts, and Callvu decides what may run and records why in a Decision Trace. It is a stack, not an alternative.
Callvu may not be needed if: Your AI platform already enforces every step of this exact process live, records each action, and gives step-level records in minutes that compliance has accepted.
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“Compliance might be uncomfortable with this, and will want a full review.”
Compliance should review it, and early. What compliance sees is control it rarely has today: regulations and your SOPs enforced as policies while the work runs, required steps that cannot be skipped, a run that fails closed when a disclosure or required step is missing, and a Decision Trace and Audit Trace on every case pushed to your GRC tool. The sandbox shows a governed run live, and the proof of value lets compliance check it on your own process.
Not yet if: Not the right time while compliance has a formal written objection on file. What moves it forward.
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“The options all seem similar.”
Options look similar when the comparison is at the wrong level; the differences appear under failure, under exam, or when AI touches the core. Test every option against specific scenarios: a business account opening where the beneficial ownership form never arrives, a dispute where the provisional credit clock is about to run out, an AI that tries to write to the core, an examiner asking for 90 days of evidence.
Not yet if: Not the right time while the evaluation sits with a committee that has no owner and no timeline. What moves it forward.
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“We need flexibility.”
Judgment calls belong with people: Callvu sends them to the right reviewer in the Decision Desk, with only the allowed choices. Steps with a regulatory or financial consequence, such as CIP, a Reg E notice or a wire callback, should happen the same way every time. Flexibility applied to those steps is the absence of a guardrail.
Callvu may not be needed if: Legal or compliance has directed that these steps stay discretionary.
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“The alternative's integration model is cleaner, with fewer integration points for my team to own.”
Each integration is a long-term obligation, so the useful test is where the upkeep lives. With Callvu, Callvu builds the integrations to your core and the systems around it, and maintains the processes with you. For any option, ask what happens when a process or a regulation changes: who updates the integration and the policy, and how long it takes.
Callvu may not be needed if: The alternative already runs this process end to end live, enforcing every step with step-level records on demand, and has fewer integration points and lower documented upkeep.
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“Our AI agent vendor says their platform handles deterministic execution and can cover this.”
AI agent vendors are strong at conversation and intent; enforced, step-level execution to the core with evidence an examiner accepts is a different job. Test the claim on a regulated banking process: can it prove each required step happened, not just that it was prompted, what stops the agent from writing a wrong value to the core, and what evidence comes out when the customer drops off midway? Callvu works under your agent: the agent starts the process, Callvu enforces it and writes a Decision Trace.
Callvu may not be needed if: The vendor already enforces every step of this process live, records each action, and has live banking references whose step-level records were accepted in exams.
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“Our current platform has good audit documentation, and our team already knows it.”
Callvu does not replace your GRC tool; it pushes the Decision Trace and Audit Trace into it in real time. The question is what the current records cover. System transaction logs show what changed in the core. An Audit Trace shows every step of the process: what the customer was shown, what was checked, who decided, when and why.
Callvu may not be needed if: Your current platform already pulls any transaction's step-level record in minutes without anyone assembling it from emails, logs or screenshots, and examiners have reviewed and accepted it.
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“The case management in our contact center platform is good enough for us.”
Contact center case management usually handles routing and case notes well. What it rarely does is prefill from the core, chase documents on a clock and write the result back, so someone still re-keys the case, chases the borrower by email and gets the approval in a thread. Callvu works alongside the contact center platform and runs that part: prefill, classify, chase and verify, decide, write back.
Callvu may not be needed if: Your current tool already prefills, chases documents on a clock, keeps approvals in the system and writes back to the core with no re-keying, and gives any case's step-level record in minutes.
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“We would rather extend our digital banking platform, with fewer integration points to maintain.”
The digital banking platform owns the front door; the question is what happens behind it. Callvu does not replace it. Callvu takes what the customer submits there and runs it to the core: prefill, document chase and checks, decisions in the Decision Desk, write-back by API.
Callvu may not be needed if: Your digital banking platform already runs this process to the core end to end, outside parties included, enforcing every step with no re-keying or outside approvals and step-level records in minutes.
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“This duplicates what we are already building, and we need more time to see how it fits our AI roadmap.”
The AI captures intent at the front door. Callvu decides what may run, enforces every policy while it runs, and writes to the core with a Decision Trace. Sensitive data never goes into an AI chat: consent and signature stay on a controlled screen the chat hands over prefilled. These are different jobs, and Callvu is what lets AI pilots reach the core and pass compliance into production.
Not yet if: Not the right time while an executive mandate requires all execution to run on the internal platform. What moves it forward.
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“The timing is not right.”
Timing usually means something specific: a freeze, a competing initiative, or a stakeholder who is not yet comfortable. Meanwhile the re-keying, the missed clocks and the evidence rebuilt by hand keep costing, and the Cost of Doing Nothing estimator model shows what a quarter of waiting costs.
Not yet if: Not the right time while a hard constraint, such as a merger, a core conversion, a leadership change or a board directive, blocks any start until it lifts. What moves it forward.
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“This is too big a change for the team right now.”
It does not have to be a big change. Start with one process where the pain is clearest, such as a debit card dispute or a business account opening, prove it in a proof of value with clear success criteria, then expand. Callvu builds it, trains your team and stays through launch and ongoing management, so the work does not land on your people.
Not yet if: Not the right time while leadership has frozen all change for a defined period, or until an executive sponsors the initiative. What moves it forward.
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“Adoption might be uneven across the team.”
With training-only rollouts, adoption is uneven because the steps depend on each person's habits. With Callvu, the required steps happen the same way whoever runs the case, and every decision happens in the Decision Desk, never by email. The question shifts from whether everyone follows the process to whether the process is set up right.
Callvu may not be needed if: An agreement gives staff discretion over these steps and prohibits enforcing them.
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“Our policy requires anything touching customer data to run on-premises.”
Callvu is a hosted service only. Your information security and third-party risk teams can review the architecture and security document now, the same way they review your other hosted services.
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“We cannot spare people for a proof of value.”
Callvu builds the proof of value for you, trains your team and stays through launch. Your team's part is defining the process, the decisions and the success criteria, and working real cases in the Decision Desk.
Not yet if: Not the right time until someone on the business side can own the process. What moves it forward.
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“Send us your pricing before we go further.”
Pricing is outcome-based. The unit is the Governed Resolution, and a license sized by the number of processes comes with an allowed number of them; runs that end before any control is enforced do not count. Once the process, owners and success criteria are agreed, Callvu shares the commercial proposal and the proof of value commitment together.
Not yet if: Not the right time while there is no budget or no qualified sponsor. What moves it forward.
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Customers
Bank Leumi: Customer story: a paperless branch for personal and business loans. Also runs its home lending (mortgage) workflows on Callvu in Israel, under Israeli lending rules. Customer-attested; Leumi approved the case study. (last verified: 2026-11-02)
Banca Transilvania: Romania's largest bank. Case studies: Visual Help Center, loan applications, mobile e-signature. Quote: Anca Radu, Digital Project Manager. Measured 2024 to 2026. Customer-attested; the bank approved its case studies. (last verified: 2026-11-02)
Community Bank of Mississippi: Customer story: the back office, run as governed processes. Three processes live, and a bank-wide program across seven departments. (last verified: 2026-11-02)
Callvu Studio comes with most regulations already loaded as policies for every vertical served. Company SOPs are added as company-level policies and enforced the same way.
Callvu runs a regulated process end to end, from wherever it starts to the system of record, in five moves: prefill, classify, chase and verify, decide, write back.
Six evaluator agents assess every invocation (completion risk, compliance evidence, policy interpretation, data trust, audit readiness, exception patterns), and one deterministic orchestrator decides: execute, execute with safeguards, escalate to a human, or block.
Evidence
Messaging canon v2; Studio documentation: AI Control
Every run produces a Decision Trace (why each AI action was allowed) and every workflow execution an Audit Trace (the chronological governance record).
Any AI agent, including the customer's own, can start a Callvu process over MCP, and the same evaluation and enforcement apply. Sensitive data never goes into an AI chat; must-not-skip steps stay on a process-controlled screen.
Callvu holds a SOC 2 Type II report covering security and confidentiality, with an unqualified opinion, audited by Ernst & Young for October 2025 to January 2026.
Evidence
Architecture and Security Document; report on request
Callvu runs the customer's own regulated processes: any process that starts at a front door, needs data, documents, signatures or approvals, and must end correctly in a system of record. The published use cases and the process catalog at callvu.com/processes are examples, not a complete list.
Evidence
More than 1,000 processes are live across Callvu customers. Process catalog: https://callvu.com/processes