Now in private beta with leading global banks

Real-time institutional IQ for the world's enterprises.

Hummingbird brings your top 1% performance to every relationship manager — assembled in real time from your firm's knowledge, live context, and intent.

hummingbird.app / live-call
Live coaching
Client just raised concerns about generational wealth transfer.
Suggest framing around 3-tier trust structure. Recall: Mr. Chen mentioned grandchildren in Q1 review.
What's the tax implication if assets move to Singapore?
Reference Singapore-HK DTA Art. 13. Pull comparable from 2023 Liu family playbook. Compliance: clear.
Listening

The problem

Enterprise expertise doesn't scale.

Banking and wealth management still run on apprenticeship — expertise locked in the heads of top performers, impossible to replicate at scale.

70%
of decisions never documented

Client nuance and deal rationale live in heads, not systems.

12 mo
average RM onboarding lag

Scaling new relationship managers requires slow, human training pipelines.

$83.5T
great wealth transfer

Digital-first inheritors turn human-held expertise into a bottleneck.

The differentiator

The Agent Factory: a compounding moat.

Raw domain knowledge in → specialized agents out. Every client interaction feeds back and sharpens the model.

Raw domain data
Video transcripts
Q&A records
Expert docs
CRM + tickets
Agent Factory
Proprietary infra that compounds expertise
Procedural
How we qualify clients
Episodic
How we handled the 2022 rate hike
Semantic
Trust & compliance guidelines
Implicit
What would our best RM do?
Real-time context · intent · market events · client memory
Specialized experts
Tax Expert
jurisdiction-aware
Trust Expert
estate-aware
CFA
investment-aware
Compliance
policy-aware
Persistent context

Work graph, technical docs, and client profiles — unified, queryable, current.

Intelligence infra

Memory, retrieval, and proactive reasoning purpose-built for regulated workflows.

Execution context

Live conversation, market events, and intent fused at inference time.

Who uses Hummingbird

Built for the client-facing roles that move the needle.

From the first call a new RM takes to the autonomous workflows powering your top-tier clients — Hummingbird scales the people closest to revenue.

Relationship Managers

Live coaching, meeting prep, and next-best-action across every client interaction.

Financial Advisors

Account planning, portfolio reviews, and cross-sell identified in seconds, not hours.

Banking Front Office

From event launches to product training — institutional knowledge on demand.

Enterprise Sales Reps

Top-performer playbooks replicated to every new hire from day one.

Compliance & Risk

Guardrailed responses, full audit trails, and policy-aware suggestions.

L&D and HQ

Funnel analytics, performance insights, and front-line strategy in one place.

Use cases

What Hummingbird solves for.

Onboarding

Cut new-hire ramp from 12 months to 6.

AI role-play and scoring on your firm's consultative frameworks. Best practices captured and scaled — starting with the new cohort, expanding to every RM.

  • Playbook-driven role-play
  • Scored objection handling
  • Funnel analytics to HQ
Live client meetings

Bring your top RM into every call.

Real-time prompts, jurisdiction-aware tax cues, prior-meeting recall, and compliance-safe phrasing — all surfaced in the moment.

  • Live next-best-action
  • Cross-meeting memory
  • In-call compliance guardrails
Product launches & events

Train the whole front office in days.

Spin up event-based training for new products, campaigns, and the next-gen wealth transition. Identify cross-sell opportunities at scale.

  • Event-based curricula
  • Cross-sell triggers
  • Performance dashboards
Account planning

From CRM data to a defensible plan.

Pull together CRM, market data, and client history into a prioritized plan with talking points and predicted progress against goals.

  • Integrated CRM + market
  • Predictive client funnel
  • Auto-generated talking points