The market has moved. So has the gap.
PE firms are actively operationalizing AI across portfolios. The mega-cap end is being captured by foundation-model vendors and their multi-billion-dollar deployment JVs. That validates the category — and leaves a gap for smaller and mid-market PE firms that cannot wait for Big-Four-style transformation programs.
Our advantage isn't generic AI strategy. It's PE workflow depth plus controlled financial outputs: forensic engines, citations, source hierarchy, assumption controls, IC readiness, audit trails, MCP tools, and deal/portfolio workflows.
AI implementation for PE firms where outputs need to be measurable, defensible, and embedded in the actual workflow.
- We implement in Claude, OpenAI, Microsoft, Cursor, DealCloud, SharePoint, data rooms, CRMs, ERPs, or OloLand.
- We are not here to force another platform decision.
- We ship working workflows, not AI strategy decks.
- OloLand is the control layer when finance, diligence, evidence, or governance matters.
Five ways to start. All ship something real.
Fixed-scope engagements priced like specialist implementation, not SaaS. OloLand software, API, and MCP attach where they make the workflow better.
AI Diligence Jumpstart
Run your next deal with us. AI-assisted diligence workflow, forensic pre-screen, risk matrix, cited memo section — installed in Claude, Codex, Cursor, or OloLand.
AI Value Creation Scan
Ranked AI opportunity map across portfolio company workflows. Scored on EBITDA impact, data readiness, implementation complexity, and risk.
30-Day Workflow Build Sprint
One production workflow in your stack. Finance reporting automation, support copilot, sales-ops cleanup, RFP automation, close-variance narratives, data-room Q&A, or board-report automation.
Portfolio AI Rollover Program
Repeatable AI rollout playbook across the portfolio. Standardized workflows, governance, KPI dashboard, and reusable templates the operating team owns after we leave.
AI Operating Partner Retainer
Embedded implementation partner for your operating team. Workflow discovery, vendor selection, implementation oversight, portco office hours, AI governance, quarterly ROI reporting.
Not a generic AI agency.
We picked a lane on purpose. PE-native depth, finance-grade controls, value-creation outputs. If you need a chatbot pilot or a strategy deck, there are better vendors.
What we ship
- Working workflows installed in your environment
- Forensic outputs you can defend in IC
- Cited memo sections that resolve to source documents
- Cross-portfolio playbooks your operating team owns
- AI governance + audit trail that survives LP scrutiny
What we own
- Diligence
- Underwriting
- IC readiness
- Forensic QoE
- Portfolio reporting
- Value-creation automation
- AI governance
- Firm playbooks
- Auditability
What we won't do
- Prompt-engineering workshops
- Vague AI strategy decks
- Generic chatbot builds
- Automation with no finance, control, or value-creation angle
Your stack, with OloLand as the control layer.
We don't sell platform migrations. OloLand attaches where finance, diligence, evidence, or governance matters — and stays out of the way where it doesn't.
OloLand helps PE firms implement AI across deals and portfolio companies without forcing a new platform. We work in your stack, ship measurable workflows, and add the finance-grade controls needed for diligence, IC, and value creation.
Start with one live deal — or one portco.
Tell us about your next diligence or your highest-EBITDA-impact portco. We'll come back with a 2-week scoped Jumpstart or Scan, fixed fee.