Start with one workflow (e.g., ACATS transfers). Auto-prep and track; prove funding-time saved before scaling.
Our advisors are relationship people; the throughput pain is
You can streamline one onboarding step (account opening or transfers) without changing custodians. (Note: wealth's stronger fit is organic growth, not ops.)
What changes when AI orchestration runs the loop
Not 'more eForms' -> 'clear the onboarding exceptions staff still handle.'
You've digitized forms; the exceptions remain manual. We clear the routine onboarding/servicing and route exceptions - though for wealth the bigger Empromptu win is organic asset growth.
Not 'more archiving' -> 'substantiate every claim and prove supervision on demand.'
You archive; substantiating claims and proving supervision stays manual. A model trained on your compliance history evidences substantiation and supervision and assembles exam-ready production - owned trail.
Not 'more feeds' -> 'connect the exposure picture your feeds leave in pieces.'
You've got the feeds; connecting them is manual. A model trained on your data relationships connects holdings and market data to answer exposure/risk questions, traced to source.
Not 'more CRM automation' -> 'capture the expansion and referrals your generic scoring misses.'
You've tried scoring; it's generic. A model trained on your actual asset-gathering wins surfaces the next-best wealth event and referral, not a vendor's average.
Where the work changes
Five frames in this vertical's language — leak, operational, governance, analysis, growth.
Operational throughput: Not 'more eForms' -> 'clear the onboarding exceptions staff still handle.'
Our advisors are relationship people; the throughput pain is really onboarding paperwork and servicing requests, not a production line.
- Core business is relationship/judgment work - classic throughput framing barely applies.
- Where ops exists: client onboarding/account-opening paperwork, transfers (ACATS), servicing requests, RMD/distribution processing.
- These are real but secondary; the advisor's value is not throughput.
- Onboarding friction can delay funding and frustrate new clients.
Governance & audit: Not 'more archiving' -> 'substantiate every claim and prove supervision on deman
The SEC expects me to substantiate every marketing claim and produce complete books and records on demand, and I can't prove continuous compliance across channels.
- SEC Marketing Rule: every claim must be substantiable on demand; testimonials/endorsements need specific disclosures.
- Books-&-Records (204-2/17a-4): all advertising and business communications (incl. off-channel texts/chats) must be retained and producible.
- Off-channel-communications failures drove record SEC/CFTC fines.
- 2026 exams emphasize demonstrated implementation + supervisory evidence, not just written policies.
Analysis / diagnosis: Not 'more feeds' -> 'connect the exposure picture your feeds leave in pieces.'
Answering a portfolio-risk or exposure question means my analysts manually reconcile across Bloomberg, FactSet, and internal systems instead of analyzing.
- Market data vendors and internal systems each use different schemas - no normalization layer between them.
- Analysts spend their time reconciling across sources instead of analyzing exposure/risk.
- Answering 'what's our exposure to X across all holdings/clients' requires connecting fragmented data.
- Decisions get made on partial pictures when the data can't be connected fast.
Growth / outcome: Not 'more CRM automation' -> 'capture the expansion and referrals your generic s
Our growth is really just the market and passive referrals - we don't have a system for it.
- Referrals the #1 priority for years, yet fewer than half of firms have a documented referral plan.
- Wallet-share dilution: ~50% of clients (67% of wealthy) hold more than one advisor.
- Wealth-event windows (rollovers, inheritances, business sales, surviving spouse) decay if not caught in time.
- Embedded attrition: 70% of surviving spouses and 81% of HNW heirs leave the advisor.
Customers running it in production
Wine Dine Talk Money identified a critical gap in the consumer financial services market: 50% of women's assets are not invested, and women are sitting on the sidelines due to psychological and emotional blocks around money.
South Loop VC, a pre-seed venture capital fund utilizes Empromptu AI to build a sophisticated investment evaluation and decision-making tool that helps accelerate and improve the quality of their investment analysis process.
Where current tooling falls short
Category limitation: onboarding tools digitize forms but exception-laden transfers and servicing still need staff; a real but minor ops motion. Wealth's strongest Empromptu fit is growth (organic AUM), not operational.
What's leaking and what it costs
Frequently asked
Still have questions?
Book a 25-min callAnswering a portfolio-risk or exposure question means my analysts manually reconcile across Bloomberg, FactSet, and internal systems instead of analyzing. Not 'more feeds' -> 'connect the exposure picture your feeds leave in pieces.'