Operations Engineering
for PE and IB
Forward-deployed AI implementation for private equity firms, portfolio companies, investment banks, and their sell-side clients.
Fund & Investor
Operations
Reporting &
Governance
Compliance &
Risk
Deal & Document
Management
People & Vendor
Operations
Knowledge
Management
Sales & Marketing
Operations
— The problem
PE and IB firms have unique and distinctive business models and operations compared to a "typical" industrial or consumer goods company.
Essential workflows, held together by spreadsheets and email threads.
Capital calls, LP reporting, board packet assembly, compliance checklists, pitchbook version control, staffing, HR and vendor workflows, reporting, and internal knowledge management are all essential to keeping teams moving. Yet many of these processes still depend on spreadsheets, email threads, disconnected systems, and institutional knowledge.
As organizations grow, these workflows become increasingly difficult to manage. Teams spend valuable time coordinating information, following up on tasks, maintaining documents, consolidating data, and keeping processes moving across multiple systems.
Adopt a generic SaaS platform
One that only partially fits your workflow — and spend months adapting your processes around it.
Build custom solutions internally
Significant engineering resources and ongoing maintenance for a highly specific operational need.
Purpose-built AI implementation
Designed around the way financial organizations actually operate. Fast, practical, and focused on the workflows where automation creates the greatest impact.
— What We Do?
We build working software around the way your team already operates.
We work directly with your team to identify operational processes that can be streamlined through automation, and build the internal tools needed to improve them.
Rather than asking your organization to adapt to another platform, we start with your existing workflows, systems, data, and requirements.
Two businesses in the same industry can operate very differently. Even industry-specific software may not cut it. We build working software around the way your team already operates.
The result is technology that fits into your existing operating environment while reducing manual effort, improving consistency, and giving your team more time to focus on higher-value work.
We work directly with your team to identify operational processes that can be streamlined through automation, and build the internal tools needed to improve them. Rather than asking your organization to adapt to another platform, we start with your existing workflows, systems, data, and requirements.
Two businesses in the same industry can operate very differently. Even industry-specific software may not cut it. We build working software around the way your team already operates. The result is technology that fits into your existing operating environment while reducing manual effort, improving consistency, and giving your team more time to focus on higher-value work.
What This Can Include
Two audiences, four operating angles.
Private equity firms & portfolio companies
Two ends of the buy-side relationship: purpose-built tools for the firm itself, and automation for the portfolio companies it owns.
1 · For the private equity firm
Purpose-built operational tools that support fund management, investment teams, portfolio oversight, and firm-wide workflows.
2 · For portfolio companies
Automation and internal tools that help management teams create more scalable and connected operating processes.
Investment banks & sell-side teams
Two ways we work with the sell-side ecosystem: strengthening the bank's own operations, and strengthening their clients' businesses ahead of a sale.
1 · For the bank itself
Operational infrastructure for high-volume, deadline-driven transaction environments.
2 · For their sell-side clients, ahead of a transaction
A referral offering banks can extend to companies preparing to go to market: operational readiness work that makes a business easier to run, easier to diligence, and easier to sell, done well before the process begins.
AI has fundamentally changed the economics of custom internal software.
Processes that previously required significant engineering resources can now be analyzed, prototyped, built, and deployed much faster.
The opportunity is not simply to add more software to your stack. It is to identify the specific processes where your teams are losing time, where manual work introduces friction, and where intelligent automation can create meaningful leverage.
The firms that get ahead of this shift will not necessarily be the ones buying the most software.
They will be the ones that identify their operational bottlenecks and get focused solutions implemented quickly, without waiting for a generic vendor's roadmap or a multi-quarter internal technology project.
Processes that previously required significant engineering resources can now be analyzed, prototyped, built, and deployed much faster. The opportunity is not simply to add more software to your stack. It is to identify the specific processes where your teams are losing time, where manual work introduces friction, and where intelligent automation can create meaningful leverage.
The firms that get ahead of this shift will not necessarily be the ones buying the most software. They will be the ones that identify their operational bottlenecks and get focused solutions implemented quickly, without waiting for a generic vendor's roadmap or a multi-quarter internal technology project.
We built this practice around a simple observation: Close knit, middle market PE and IB teams often have highly specialized workflows, fragmented systems, and significant operational complexity, but limited engineering bandwidth to address individual problems.
Forward-deployed, project-based implementation is a practical way to solve those problems.
How It Works
›
Scope
We work with your team to identify the specific process costing the most time, creating the most friction, or introducing the most operational risk.
›
Build
We design and build a working solution around that process, iterating directly with the people who will use it.
›
Ship
The solution goes live within your existing workflow, connecting with the systems and processes your team already relies on.
Move on
Engagements are scoped around a specific business problem rather than an open-ended program. Once implemented, we hand it off, with an optional retainer for ongoing support as needs evolve.
— Built Around Your
Financial Workflows
Every financial organization operates differently
The systems you use, the way information moves between teams, the reporting requirements you manage, and the processes built over years of institutional experience are unique to your organization. That's why we start with the workflow rather than the software.
We understand the financial context behind the processes we're helping you improve, allowing us to build automation that is relevant to your business and practical for the people using it.
From financial expertise to intelligent automation
Our financial expertise gives us a close understanding of the workflows, data, processes, and operational challenges faced by investment firms and financial organizations. We bring that understanding together with AI, automation, and modern software capabilities to turn manual processes into more efficient, connected workflows.
Whether the opportunity is automating a recurring report, creating an internal knowledge system, connecting multiple data sources, or building a purpose-built workflow application, the goal is the same:
We start with the workflow, not the software.
The goal is the same: make the way your organization operates faster, more connected, and more scalable.
Let's identify what could be automated.
Tell us about a process your team spends too much time managing. Fill out the form below and we'll review where AI, intelligent automation, and purpose-built software can create immediate leverage.