I realized I am the AI theorist, tactician, and the technician, simultaneously. For example, I've gone from building single agents to building swarms.
Mapping architecture? Theory.
Running the swarm? Tactics.
Wiring APIs? Technical.
In the future of AI, you must be all three.
Generic AI fails the auditor test, it can’t explain why it made a choice, and that's a non-starter. You need an audit trail baked in, not slapped on.
#KAIgentic#Compliance
Waiting for a customer to call is so 2025!
Agentic #AI sees overdrafts coming, offers solutions, and saves relationships before frustration starts.
Be proactive or be replaced.
#KAIgentic#CustomerSuccess#AI
If a vendor says "we don't hallucinate" without showing grounded generation, guardrails, or confidence handling, run.
You need a glass box, traceable, and secure, not a paperweight.
#KAIgentic#BankingAI#AI
Per-token pricing is a trap for high-volume banks. It looks cheap on a slide but bankrupts you at scale.
Scale changes the economics of #AI.
#KAIgentic#BankingROI
Some agents will let you talk them into actions they aren't supposed to take. "Prompt injections" are real and people are making attempts.
#KAIgentic#CyberSecurity#SafeAI
The worst CX happens when your bot fails, forgets everything, and forces a handoff with no transcript. No context, just a customer repeating their story to a tired agent.
#KAIgentic#FinTech#BankingAI
The roles I play when building #AI solutions. I'm realizing I'm beyond single agent development. For instance, last week, I built a 7 agent swarm for a bank' customers, and back office workforce. This includes data sets & two websites to demonstrate the intelligence. 😳
AI market BS is at an all-time high, don’t let a slick demo distract from a lack of governance, security, or ROI, arm yourself with the right questions to see who’s still standing. DM for the AI BS Detector checklist. #KAIgentic#AIStrategy#Leadership https://cdn.
Stop guessing and start grilling your vendors, I’ve got the 20 questions your AI provider doesn’t want to answer, DM me for the AI BS Detector checklist and save yourself the headache. #KAIgentic#AIBSDetector#BankingGovernance#FinTech#AIExpert
If your 'automated' workflow stops for human approval at every step, it’s just expensive email, real agents handle the routine so humans focus on high-value work, kill the bottleneck, DM for our checklist.
Enough talk, it's time to grill your vendors, we put together the questions they hope you don't ask, get the full AI BS Detector checklist in your inbox now. DM me "CHECKLIST". #KAIgentic#Fintech#AIStrategy
The goal isn't to replace humans but to stop making them act like routers, empower your staff with agents that handle the routine so they can handle the relationship. DM for the AI BS Detector checklist. #KAIgentic#FutureOfWork#Banking
AI isn't a printer or a SaaS subscription, if your procurement team is using 2015 checklists, you're going to buy a nightmare. DM for the AI BS Detector checklist. #KAIgentic#Procurement#EnterpriseAI
An AI agent using six-month-old data is a liability, especially in a market that moves in milliseconds, so your tech needs to be live-wired to your core. Static models are dead on arrival in finance. DM for the AI BS Detector checklist to stay current. #KAIgentic
The 'Glass Box' is a lie if the vendor keeps the key. Visibility without portability is just a prettier cage. Demand logic portability and don’t sign a lease for your own intelligence. DM for the AI BS Detector checklist to keep your options open. #KAIgentic
Siloed AI is just another version of a siloed bank. If agents know retail but fail at commercial payroll, customers hit a brick wall. True orchestration connects the bank.
Test cross-departmental queries.
DM for the AI BS Detector checklist.
#KAIgentic#BankingCX
AI in reports that saves $0 is just a hobby, and it’s time to stop vanity projects. Shift from 'we have AI' to 'our AI handles 40% of inquiries,' that's real ROI. Success is savings, not PR. DM for the AI BS Detector checklist.
Don’t get blinded by RAG glitter, most bots lack relevance tuning, chunking strategies, or citations, making them expensive paperweights. Governance should be a glass box, traceable, auditable, and secure. DM for our AI BS Detector checklist. #KAIgentic#FinTech#AI
Most banking bots become paperweights the moment an edge case hits. Without a safe fail, an "I don't know" route, and a guided fallback, you have a liability, not an asset. DM me for our AI BS Detector checklist, let's talk glass boxes. #KAIgentic#BankingAI#FinTech