Where manual effort is the bottleneck.
PE portfolio companies under margin pressure. Banks buried in document workflows. Services firms leaking margin on rework. If manual effort is your bottleneck, we should talk.
If this sounds like your business, we should talk.
Reporting takes days, not hours
Monthly KPI packs, board decks, or client reports require 2+ days of manual data assembly from multiple systems. Your finance or ops team dreads the monthly close.
You have 3+ disconnected systems
CRM, ERP, email, spreadsheets, and specialized tools that don't talk to each other. Data lives everywhere and nowhere.
You've tried AI tools but nothing stuck
Pilots that never made it to production. Tools that got adopted by one team but ignored by everyone else. Governance and adoption are the missing pieces.
Key processes depend on key people
Critical operations stall when specific individuals are unavailable. Institutional knowledge lives in people's heads, not systems.
Leadership is asking questions you can't answer yet
Your board, investors, or executive team is asking what AI means for your cost structure, competitive positioning, or headcount economics, and you don't have a credible plan yet.
If any of these resonate, start a conversation. We'll tell you honestly whether AI is the right investment right now.
Find your industry.
These are the sectors where we’ve built the deepest proof. The fit test is your operations, not your industry.
Investment Banking
Compress diligence, deal-document review, and pitch preparation from days to hours, with source traceability your deal teams and compliance can trust.
Learn more →Insurance
Automate underwriting intake, claims documents, and agent operations with the auditability carriers require, built inside the platforms you already run.
Learn more →Investment Managers
For the firm itself: family offices, hedge funds, private credit, private equity and venture firms. Research workflow, fund operations, and reporting.
Learn more →PE Portfolio Companies
100-day AI value creation plans and repeatable playbooks deployable across the portfolio. Unified reporting across heterogeneous ERPs and systems.
Learn more →Professional Services
Improve realization rates through better scoping and knowledge reuse. Turn institutional memory into searchable, reusable assets that accelerate every engagement.
Learn more →Fiber, Broadband & ICT
AI agents for estimating, BOM validation, permitting documentation, and operations reporting. Your engineers keep judgment, standards compliance, and field decisions.
Learn more →Proof, not promises: a ~60% cut in annual software spend at a private-capital firm, a month of RFP review compressed to minutes, and a carrier’s agent-management system shipped in six weeks. Read the case studies →
Don’t see your industry?
The sectors above are proof, not a boundary. We partner with businesses of any size, in any industry, that are ready to put AI to work on both lines: growing revenue and taking out cost. Recent engagements range from private capital to food import & distribution; if the checklist above sounds familiar, the playbook applies.
Start a conversationNot sure where to start? That's exactly what the first conversation is for.
Tell us about your business, your operational pain points, and what you have tried so far. We'll tell you whether we can help and where AI creates the most leverage.
How it works: 30-minute discovery call (no pitch deck) → you get a straight answer on whether AI fits your situation → if it does, a scoped proposal with timeline, deliverables, and pricing within one week.
Diagnostics start at $5K, credited in full toward any engagement signed within 60 days.