01 / Capability
Custom AI Applications
Tailored AI solutions built around your workflows and customers.
- Productivity tools
- Customer platforms
- Decision support
AI Consulting & Product Engineering · Est. Miami, FL
Transforming
data into action
Bancr Advisory is an AI consulting and product engineering firm. We help small businesses, mid-market organizations, and enterprises harness artificial intelligence to drive growth, efficiency, and innovation — from strategy through deployment.
16+
Tier-1 financial clients
7
Core AI capabilities
∞
Strategy → Deployment
The Promise
Strategic advisory, engineering, and operational transformation — combined.
01 — About / Approach
Intelligence that
drives results.
Bancr Advisory is an AI consulting and product engineering firm that helps small businesses, mid-market organizations, and enterprises harness the power of artificial intelligence to drive growth, efficiency, and innovation.
We partner with clients to identify high-impact AI opportunities, develop practical implementation roadmaps, and deliver custom AI solutions — intelligent automation, AI agents, generative AI applications, predictive analytics, knowledge management platforms, customer engagement tools, and enterprise AI ecosystems.
Our approach combines strategic advisory, technology implementation, and operational transformation to ensure AI delivers measurable business value — not just experimentation.
Approach
Advisory · Engineering · Transformation
A single practice combining strategy, build, and operating-model change.
Outcomes
Measurable business value
Faster operations, smarter teams, and AI-powered products that compete to win.
02 — Core Capabilities
Eight disciplines.
One production-ready stack.
Strategic advisory and engineering across the full AI product lifecycle — from opportunity identification through production deployment and operating-model change.
02 / Capability
LLM Integration & AI Agents
Deploy AI copilots and autonomous agents that reason and act.
- Task automation
- AI copilots
- Intelligent support
03 / Capability
AI Backend, APIs & RAG
Scalable AI infrastructure with grounded, enterprise-aware intelligence.
- AI SaaS
- Knowledge assistants
- Compliance search
04 / Capability
Automation & Conversational
AI-driven workflows and multi-channel conversational experiences.
- Operations automation
- Claims & onboarding
- Chatbots
05 / Capability
Generative AI & Media
Personalized content and AI-powered media processing at scale.
- Marketing content
- Video summarization
- Moderation
06 / Capability
Recommendations, Search & Analytics
Personalized experiences powered by predictive intelligence.
- Recommendations
- Semantic search
- Forecasting & risk
07 / Capability
Optimization, Security & Governance
Production-grade AI with performance, compliance, and control built in.
- Fine-tuning
- Cost optimization
- Access control & audit
08 / Capability
Inbound AI Growth Systems
Websites and lead engines built to be found by AI search — and to qualify every lead that arrives. This site runs on the exact system we build for clients.
- AI-ready websites
- Programmatic SEO
- Lead qualification
- Visitor identification
03 — From Concept to Production-Ready Reality
Built for the modern enterprise.
I.
Seamless Integration
Works inside your current ecosystem — APIs, data warehouses, identity, and core systems.
II.
Future-Proof
Architecture designed to adapt as AI technology, models and regulation evolve.
III.
Security First
Enterprise-grade protocols, governance, access control and auditability throughout.
04 — Technical Breadth
One team. End-to-end ownership.
UX / UI/01
Frontend/02
Backend/03
Cloud/04
MLOps/05
Deployment/06
05 — Platforms & Tools
Sixteen systems. One delivery partner.
Systems we implement, integrate, and operate.
From CRM and ERP to data platforms, AI, and workflow automation — we deliver end-to-end implementations across the enterprise stack that financial services, insurance, and asset management firms actually run on.
Salesforce
Databricks
Snowflake
Power BI
MuleSoft
Oracle Cloud
Azure DevOps
Appian
Claude
QuickBooks
Odoo
Workday
ServiceNow
nCino
Smartsheet
CoupaRecent Work
Measured outcomes, not case-study fluff
Nineteen years of shipped outcomes.
Selected results from enterprise programs across commercial lending, wealth & hedge-fund operations, and global regulatory transformation.
Commercial Bank · Modernization
+20%
commercial loan sales conversion
Problem — Commercial lending team was losing pipeline visibility across call, email and web channels — with no reliable way to score or route inbound leads.
Result — Stood up a Zoho CRM + RINGIO call-tracking stack alongside AI-enabled onboarding and KYC/AML flows, lifting sales-team conversion 20% and cutting manual loan-approval touchpoints.
Global Bank · Financial Ops
$485B
audit exposure eliminated
Problem — Finance & regulatory operations carried hundreds of billions in audit exposure from manual accounting adjustments and fragmented data-quality controls.
Result — Led RPA-driven analytics, data-governance remediation and value-stream redesign — eliminating $485B in audit exposure and reclaiming 125+ hours/week across key finance KPIs.
Wealth & Hedge Fund Ops
+25%
transaction throughput
Problem — Hedge-fund and private-client operations were bottlenecked on manual reconciliation, fragmented risk data and slow investor onboarding.
Result — Delivered a risk, compliance and exposure platform with automated investment accounting plus Appian + Snowflake investor onboarding — 25% more transactions processed and 20% faster feature delivery.
05 — Selected Clients
Trusted by the institutions that
move global capital.
Partial list of organizations our team has delivered for.
Northern Trust
Neuberger Berman
Deutsche Bank Securities
Wells FargoSecurities
State StreetBank
Services
Funding
Northern Trust
Neuberger Berman
Deutsche Bank Securities
Wells FargoSecurities
State StreetBank
ServicesFundingM&T Bank · Citizens Bank · Northern Trust · FIS Global · Neuberger Berman · New York Life · Citi · Johnson Controls · iPipeline · Franklin Templeton · Deutsche Bank Securities · Wells Fargo Securities · State Street Bank · ML Services · LCP Group Funding · Fulton Bank · TD Bank · American Express
06 — AI Retainer Partnerships
From strategy to deployment
AI Retainer Partnerships
From strategy to deployment — measurable business value, not experimentation.
Bancr Advisory helps small businesses, mid-market organizations, and enterprises deploy AI that produces measurable results — automations that run, agents that ship, and systems your team actually adopts. Every engagement is built around monthly deliverables you can point to, not vague strategic guidance.
Entry point
AI Opportunity Sprint
$2,000 flat fee · 1–2 weeks · credited toward your first retainer month
- Full audit of current workflows, tools, and data to identify the highest-ROI automation opportunities
- Prioritized roadmap scored by hours saved, revenue impact, and implementation effort
- One quick-win automation or AI agent built and delivered within the sprint
- A live working session presenting findings and a recommended retainer path
Tier
Foundations
$2,500/mo
10 hrs/month
- One workflow automation built or actively maintained per quarter
- Monthly AI opportunity check-in
- Email/Slack support, 48-hr response
- Usage & impact summary each month
Best for: solo operators and small teams shipping their first automation
Book a CallMost Popular
Tier
Growth Partner
$5,500/mo
20 hrs/month
- 1–2 new automations or AI agent builds every month
- Custom internal AI agent (RAG) trained on your business data, maintained and expanded
- Monthly performance report: hours saved, cost impact, adoption
- Priority support, 24-hr response
- Quarterly strategy session
Best for: growing SMBs scaling AI across two or more departments
Book a CallTier
Transformation
$10,000–$15,000/mo
30–40 hrs/month
- Embedded fractional AI advisor — architecture decisions and roadmap ownership
- Multiple concurrent automation and agent builds
- Compliance-grade financial services AI workflows (fraud review, reporting, document processing)
- Team training and enablement sessions
- Weekly working session
Best for: mid-market and enterprise running a full AI transformation program
Book a CallProject-based build
Inbound AI Growth System
From $8,500 · 3–5 weeks · optional growth retainer after launch
Everything you're looking at right now — the site, the SEO engine, the AI lead scoring, the visitor intelligence — is the system we install for you. See it work, then own it.
- Conversion-engineered website — built or rebuilt with structured data AI search engines can read and cite
- Programmatic SEO landing page engine targeting the exact phrases your buyers search
- AI crawler feed so ChatGPT, Perplexity, and AI search surface your services as answers
- LLM-powered lead qualification that scores, summarizes, and routes every inbound inquiry
- B2B visitor identification — see which companies are browsing before they ever fill out a form
How Engagements Work
01
Audit
We map your workflows and score AI opportunities by ROI.
02
Build
We ship working automations and agents, not slide decks.
03
Scale
Your retainer expands coverage month over month, with reporting on impact.
07 — Frequently asked
Straight answers, no fluff
Questions we answer daily.
06 — Engage
Let's build the
next thing.
Briefs, RFPs, due diligence requests, or a quick exploratory conversation — we read every message.
hello@bancradvisory.comHQ
Miami, FL · USA
Response
Within 1 business day