14-Day Executive Engagement · Banking · Insurance · Capital Markets
Your AI initiative
fails before it starts.
Here's the fix.
Too many pilots. Too little prioritization. No clear path to ROI.
The highest-performing organizations ask a different first question:
"Where can AI create the greatest business value?" — then choose technology.
14-Day Structured Engagement
5 Executive Deliverables
Board-Ready Output
90-Day Activation Path
No obligation · No vendor pitch · Decision within 48 hours
Princeton, NJ · Serving institutions nationwide
27
Years in financial services,
incl. 19 at TCS
incl. 19 at TCS
$8B+
Enterprise FS Deals
Structured & Closed
Structured & Closed
45%
Win Rate on Major
Financial Institution Mandates
Financial Institution Mandates
14
Days From Kickoff
to Executive Readout
to Executive Readout
5
Board-Ready
Deliverables Included
Deliverables Included
The Pattern We Keep Seeing
AI fails before technology is ever the issue.
Across banking, insurance, and capital markets, the failure mode is consistent: organizations launch AI initiatives without first establishing which opportunities will generate the most business value.
The result is initiative sprawl, ROI uncertainty, and an AI agenda driven by vendor conversations rather than strategic outcomes.
Too many pilots, no prioritization. Multiple AI experiments running simultaneously with no clear criteria for which to scale — and which to kill.
ROI conversations you can't answer. Leadership asks about AI return and the honest answer is: we don't know yet.
Vendor-driven agenda. The roadmap reflects which vendors knocked on the door, not which opportunities create competitive advantage.
No path from pilot to production. Proof-of-concepts that succeed in isolation but never scale to measurable organizational impact.
85%
of enterprise AI projects fail to reach production
Gartner Research · Enterprise AI Deployment
$2.1T
potential value at stake in financial services AI through 2030
McKinsey Global Institute
Top 10%
of institutions capture 80% of AI value — by starting with outcomes, not tools
BCG AI in Financial Services Report
The Engagement
Not an assessment.
A decision instrument.
The AI Investment Prioritization Blueprint is a structured, 14-day executive engagement that identifies, scores, and sequences your highest-value AI opportunities — before significant capital is committed.
We work directly with your leadership team across lines of business, risk, operations, and compliance to surface where AI creates the greatest business value for your specific institution. Then we build the business case.
"It's not a technology evaluation. It's not a vendor assessment. It's a business value mapping exercise that produces a prioritized, sequenced AI roadmap with ROI anchors your leadership team can act on immediately."
Kishor Akshinthala · Co-Founder & CEO, CAIBotsWhat this engagement is — and is not
✕
Not a technology evaluation✕
Not a vendor selection exercise✕
Not a compliance audit✕
Not a generic AI maturity model✓
A structured business value mapping exercise✓
An executive decision instrument with ROI anchors✓
A sequenced, 90-day activation path to first results✓
A board-ready output leadership can act on immediatelyWho This Is For
Your institution if…
Banking & Financial Services. You have AI ideas across credit, fraud, AML, and operations — but no structured process for deciding which to pursue, in which order, with what investment.
Insurance. Your carrier is exploring AI across underwriting, claims triage, and compliance monitoring — and leadership needs a prioritized roadmap before committing to platforms or vendors.
Capital Markets. Your trading firm, asset manager, or broker-dealer is navigating AI opportunities across surveillance, reporting, and client engagement — without a clear ROI framework to guide investment decisions.
Leadership under AI pressure. The board and C-suite are asking about AI strategy and ROI — and you need structured, defensible answers before the next executive committee meeting.
Post-pilot stall. You've run pilots. Some worked. None scaled. You need an independent, structured view of which opportunities are worth the next investment cycle.
What You Receive
Five deliverables. One decision-ready package.
Every output is designed to accelerate a specific executive decision — not to sit in a shared drive.
01
AI Opportunity Map™
Your complete, prioritized landscape of AI opportunities across lines of business — scored, sequenced, and anchored to measurable business outcomes. This is the core artifact the entire engagement produces.
Prioritized ranking of 5 to 10 opportunities identified across your institution
Composite scoring across ROI potential, time to value, complexity, and regulatory risk
Clear sequencing logic: what to pursue first, what to defer, what to deprioritize
02
Executive Decision Dashboard
A one-page visual scoring matrix that gives leadership a single view of every prioritized opportunity — structured for the boardroom, not the technology team.
Opportunity · ROI Potential · Time to Value · Complexity · Regulatory Risk · Recommendation
Designed for CFO and board consumption — no technical jargon
Includes explicit go / sequence / deprioritize recommendations for each opportunity
03
ROI Architecture — Top 3 Opportunities
For your three highest-ranked opportunities: a business case skeleton with value driver, measurement approach, baseline metric, and realistic ROI range — in language that works for investment committee approval.
Value driver and financial impact model per opportunity
Measurement baseline and success metric definition
Realistic ROI range with conservative and optimistic scenarios
04
90-Day Activation Path
First-move definition for your top two opportunities — with one quick win identified and structured to be in motion within 30 days of engagement close.
Immediate next steps: data requirements, team structure, governance checkpoints
Quick win scoped and actionable within 30 days
Phase 1 and Phase 2 sequencing with clear criteria for advancement
05
Board-Ready Summary + Peer Benchmarking Brief
A two-page executive summary structured for board and audit committee consumption — plus a focused peer benchmarking brief showing what leading BFSI institutions are prioritizing and why.
Two-page board summary: findings, priorities, recommended investment, expected return
Peer adoption patterns across banking, insurance, and capital markets
Directionally accurate, not overpromised — calibrated to your institution's peer group
Engagement Structure
14 days. Structured for executives.
Every step involves your leadership team directly. No black-box consulting. No disappearing and returning with recommendations. Prioritization happens with you — not for you.
1
Days 1–2 · Stakeholder Discovery
Executive Interviews & Pain Surface Mapping
Four to six structured interviews with business leaders across lines of business, risk, operations, and compliance. One central question in every session: "If AI could eliminate one problem you deal with every week, what would it be?" This surfaces where pain is real — not where enthusiasm is loudest.
2
Days 3–5 · Current State Inventory
Pilot Audit, Governance Signals & Initiative Sprawl Diagnosis
Map every active and stalled AI initiative across the institution. Assess governance structures, data readiness signals, and vendor relationships. Identify where initiative sprawl is consuming budget without producing outcomes — and where hidden momentum exists.
3
Days 6–7 · Opportunity Scoring Workshop
Live Prioritization with Your Leadership Team
A working session with your core leadership team — applying the prioritization matrix live, with their input validating scores in real time. This is where other consultants disappear and return with recommendations. We do it together. That creates the buy-in that actually drives execution.
4
Days 8–11 · ROI Architecture & Roadmap Build
Business Case Skeletons, 90-Day Activation, Draft Review
Build the ROI architecture for the top three opportunities — value driver, measurement baseline, realistic ROI range. Define the 90-day activation path with first-move specifics for the top two. Share the full draft AI Opportunity Map with the leadership team for pressure testing and calibration.
5
Days 12–14 · Executive Readout
Final AI Opportunity Map™ Delivery & Board Summary
Deliver the final AI Opportunity Map: prioritized opportunities, ROI anchors, risk tier for each, and the 90-day activation path. Present the Executive Decision Dashboard in a 60-minute leadership readout. Provide the board-ready two-page summary. Define clear criteria for what a successful next phase looks like — and what the natural progression is.
Sample Output
The Executive Decision Dashboard — what it looks like.
Every opportunity scored across five dimensions. Every recommendation explicit. Designed for a 10-minute boardroom briefing, not a 90-slide deck.
| Opportunity | ROI Potential | Composite Score | Time to Value | Complexity | Regulatory Risk | Recommendation |
|---|---|---|---|---|---|---|
Intelligent Claims Triage — Commercial Lines Insurance · Operations |
High | 9.2 |
3–5 mo | Low | Low | Quick Win — Start Now |
Agentic AML Transaction Monitoring Banking · Compliance |
High | 8.4 |
6–9 mo | Moderate | Medium | Prioritize — Phase 1 |
Client Onboarding Automation (KYC) Banking · Operations |
High | 7.9 |
4–6 mo | Moderate | Medium | Prioritize — Phase 1 |
AI-Assisted Credit Underwriting Banking · Risk |
High | 6.5 |
12–18 mo | High | High | Phase 2 — Sequence Later |
Generative AI Client Reporting Capital Markets · Client Services |
Medium | 5.8 |
6–9 mo | Moderate | Low | Phase 2 — Sequence Later |
Illustrative example only — actual dashboard reflects your institution's specific opportunities
The Insight That Changes Everything
"The highest-performing organizations ask a different first question: where can AI create the greatest business value in our organization? Only then do they evaluate technology."
Kishor Akshinthala · 27 years in financial services, including 19 at TCS · Co-Founder & CEO, CAIBots
Engagement Progression
Every engagement has a natural next step.
The Blueprint is Stage 2. Most clients begin with the free discovery call and advance naturally through the progression as trust and results compound.
Stage 01
Free AI Opportunity Review
No charge
30-minute consultative discovery call. Four diagnostic questions. Clear fit assessment. No vendor pitch — just an honest conversation about where you are and where you could be.
Stage 02
AI Investment Prioritization Blueprint
$7,500 – $25,000
This engagement. Full 14-day structured methodology. All five deliverables. Pricing reflects institution size and engagement scope: $7,500 for mid-market BFSI, $15,000–$25,000 for enterprise.
Stage 03
AI Pilot Design & Governance
$15,000 – $50,000
Execution design for your prioritized opportunities. Data requirements, team structure, governance framework, and vendor criteria — built from the Blueprint output.
Stage 04
Fractional CEO
$5,000 – $15,000 / mo
Ongoing strategic AI leadership embedded in your organization. For institutions that want senior AI executive capability without a full-time hire.
Investment
Priced for the decision it enables.
A $15K engagement that clarifies a $2M AI investment decision is not a cost. It's the highest-return line item in your technology budget.
Mid-Market BFSI
Fixed-Fee Engagement
$7,500
All-inclusive · No retainer · No scope creep
Included in every engagement
✓
AI Opportunity Map™ — prioritized, scored, sequenced✓
Executive Decision Dashboard — board-ready one-pager✓
ROI Architecture — top 3 opportunities✓
90-Day Activation Path with quick win identified✓
Board-Ready 2-Page Executive Summary✓
Peer Benchmarking Brief — BFSI adoption patterns✓
60-Minute Leadership Readout on Day 14✓
30-Day Follow-Up Q&A Window50% at engagement start · 50% at Day 14 delivery
Typically scheduled within 48 hours of inquiry
Typically scheduled within 48 hours of inquiry
Enterprise BFSI
Custom Engagement Scope
$15K–$25K
Scoped to institution size & complexity
Everything in Mid-Market, plus
✓
Extended stakeholder interviews — 8 to 12 sessions✓
Multi-LOB opportunity mapping across the enterprise✓
ROI Architecture for top 5 opportunities✓
Regulatory risk mapping per opportunity (FFIEC, SR 11-7, ECOA)✓
Custom peer benchmarking for your institution's peer group✓
60-Day follow-up support window✓
Audit committee presentation supportCustom scoping call required · Proposal within 48 hours
Engagements typically begin within one week of agreement
Engagements typically begin within one week of agreement
Why CAIBots
The experience behind the framework.
The AI Investment Prioritization Blueprint is built on nearly three decades of financial services transformation experience — not a methodology borrowed from a consulting playbook.
27
Years in financial services,
incl. 19 at TCS
incl. 19 at TCS
$8B+
Enterprise Financial Services
Deals Structured & Closed
Deals Structured & Closed
45%
Win Rate on Major Financial
Institution Mandates
Institution Mandates
T1
Banking · Insurance
Capital Markets · Wealth
Capital Markets · Wealth
Academic
IIM Mumbai (PGDIE) · MBA
Columbia Business School · Executive Development
JNTU · B.Tech Mechanical Engineering
Columbia Business School · Executive Development
JNTU · B.Tech Mechanical Engineering
Career Anchors
19 Years · TCS Americas Large Deals
$2B Insurance Cloud Migration
$476M IT Consolidation · 45% Win Rate
$2B Insurance Cloud Migration
$476M IT Consolidation · 45% Win Rate
Current Ventures
CAIBots · Co-Founder & CEO
AvArikA Ventures · Venture Studio
iProDecisions · Institutional Research
AvArikA Ventures · Venture Studio
iProDecisions · Institutional Research
One Conversation. One Clear Path.
Ready to know where AI creates the most value?
The engagement begins with a free 30-minute discovery call. We map your institution's AI landscape, confirm scope, and — only if there's a clear fit — move forward. No vendor pitch. No obligation.
Typically scheduled within 48 hours · Princeton, NJ · Serving institutions nationwide · contact@caibots.com