The New Operating System
for the Modern Investment Bank
Mergely AI is quietly changing the economic and operating models for the $15B investment banking industry.
How Traditional Investment Banking Runs
Traditional investment banking continues to rely on large parts of manual work — done in Word documents, spreadsheets, PowerPoint presentations, and email — primarily handled by the deal team.
Analysts
Draft
Associates
Updates
Vice Presidents
Manage
Directors
Review
Managing Directors
Deliver
Analysts
Draft
Associates
Updates
Vice Presidents
Manage
Directors
Review
Managing Directors
Deliver
Hidden execution layer
Word
- CIM drafting
- Process letters
- Teasers
- Engagement letters
Excel
- Buyer tracker
- Diligence log
- Valuation model
- Status tracker
PowerPoint
- Management presentation
- Weekly client updates
- Marketing deck
- Teaser deck
- Buyer outreach
- Follow-ups
- NDA coordination
- Internal coordination
How Mergely AI Is Redefining the Traditional Model
The Three Problems with the Traditional Model
Traditional banks scale revenue by adding people and fixed costs.
Lost Revenue
Senior bankers' capacity to generate revenue is constrained by the time it takes to process manual workflows, and by the bandwidth of the deal team.
Highly Manual Workflows
The manual workflows live in Word, spreadsheets, presentations and email, and have not changed in over twenty years.
Operational Risk
The manual nature of the workflow, combined with the manual process to review and check the work, leads to longer timelines to close and a non-zero potential for human error or oversight.
The Mergely AI Model
Mergely AI scales capacity with software.
Higher Revenue Per Banker
Capacity expands without proportional hiring, so each banker can drive more revenue from the same deal flow.
Stronger Delivery Economics
Software-supported execution lowers delivery cost and reduces rework across the advisory lifecycle.
Better Risk Management
Structured review and automated checks shorten timelines and reduce the potential for human error or oversight.
How Mergely AI Operates
The Chief of Staff prioritizes the banker’s agenda and directs Deal Intelligence and Deal Manager across origination and execution.
Chief of Staff
Prioritizes a banker-specific intelligence layer, review and action steps that align with the banker's priorities and targets.
Deal Intelligence
Proactively highlights and identifies deal opportunities, builds market intelligence, and supports buyer strategy.
Deal Manager
Maintains trackers, coordinates outreach, manages NDAs and diligence, and prepares client updates.
Built from inside the deal room.
Designed by a banker with 20+ years of M&A experience and $5B+ of transactions advised.
Mergely AI is being developed alongside Mergely Capital, a sell-side M&A advisor serving founder-led technology businesses. The product is shaped by the real workflows, judgment calls, and client expectations that define live transactions.