Twing.AI is a managed AI and data service built for lower and middle-market PE funds. We implement real workflows, tune them to how your firm thinks, and own the last mile — so your team spends time on judgment, not grunt work.
Most AI platforms hand you a self-serve tool and expect your team to figure out the rest. Prompts need tuning. Outputs need cleanup. Integrations need building. Your associates become unpaid QA testers — and the tool quietly stops getting used after month two.
We’re not a SaaS product that hopes you’ll adopt it. We’re a technical team embedded in your workflows. We tune prompts to your investment thesis, connect to your systems, and deliver outputs your team actually trusts — because we built them in partnership with your people.
Off-the-shelf platforms produce confident-sounding analysis that nobody trusts. They don’t know your thesis, your sector expertise, or how your partners actually think about deals. The result? Another tool that adds noise instead of cutting through it.
We encode your firm’s deal criteria, sector knowledge, and evaluation methodology into every workflow. When an associate runs a CIM through Twing.AI, the output reflects your partners’ thinking — not a generic model’s best guess.
We don’t hand you a platform and hope for the best. We configure AI-driven workflows around your existing processes, tools, and investment methodology.
We pull from company websites, reviews, local market data, news, and traditional providers — then assemble a complete picture that goes far beyond filed documents. Configured to your target sectors and thesis.
New documents arrive in SharePoint or DealCloud. We auto-classify, extract structured data, benchmark against comps, and surface the questions your team should be asking — cutting first-pass review from hours to minutes.
We stitch together messy VDR data — P&Ls, QuickBooks exports, scattered files across months — into consolidated, model-ready datasets with preliminary analyses already run. Output flows into your existing tools.
We’re not asking you to change how you work. We plug into your existing process — DealCloud, SharePoint, email — and start delivering value fast.
We learn your thesis, deal criteria, workflow patterns, and where your team’s time goes.
We integrate with your tools, encode your methodology, and build tailored analysis pipelines.
Outputs flow where your team already works — DealCloud, email, XLSX, PPT. No new tool to learn.
We tune continuously based on feedback. Every deal reviewed makes the next one faster and smarter.
Real workflows for real deal teams — not demos or proofs of concept.
We listen for new documents in SharePoint or DealCloud, auto-classify them, run our analysis pipeline, and write the structured output directly where your team works. No manual steps, no context switching.
Red flags you caught, comps you pulled, sector patterns your VP noticed — Twing.AI captures it all. When a similar deal surfaces, your team starts with compounding knowledge instead of from scratch.
We serve as an embedded AI operating partner for portcos — automating workflows, cleaning up data footprints, and driving real margin improvement through hands-on technical work.
Faster CIM first-pass analysis
Payback on efficiency alone
From kickoff to live workflows
The firms getting real value from AI aren’t the ones buying SaaS licenses. They’re the ones with people who live and breathe their business implementing it.
We’ve been building for PE workflows for two years. Our solutions are tuned to how buyout funds actually operate — your IC templates, your deal criteria, your sector focus.
CRM integrations, SharePoint connections, email deliverables, branded exports. We handle the unglamorous work that makes AI actually usable inside your firm.
You get a named team that knows your workflows, your data, and your people. Not a chatbot and a knowledge base.
AI can’t make IC decisions or model deals. We tell you that upfront. We focus on where AI excels today — document processing, data structuring, pattern matching — and let your team handle judgment.
Your data never touches a shared environment. Every deployment is isolated, encrypted, and audit-ready.
We run a dedicated instance with your keys in our managed infrastructure. Full isolation, fastest time to value.
We deploy directly in your AWS account or Azure tenant. Your infrastructure, your rules, our management.
Choose your model providers, set data retention policies, and configure access controls to match your compliance needs.
Join the firms using Twing.AI to turn decades of deal data into compounding investment edge.
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