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Industries

Venture Capital & Investment

Building proprietary AI intelligence platforms that let investment teams source smarter, screen faster, and deploy with conviction

VC is now a data competition. Firms that systematically collect, interpret, and act on proprietary intelligence see more opportunities and move faster than ever before. Generic tools give you the same edge as everyone else you need intelligence that is truly yours.

We build end-to-end AI and data systems embedded directly into your investment workflow from sourcing millions of signals to shipping polished LP reports, all owned by you from day one

Future trends

12-24 mois
50%

dirigeants recrutant de nouveaux rôles liés à l’IA générative

IBM

Les métiers IA deviennent le goulot de l’industrialisation bancaire

Sur les 12-24 prochains mois, l’industrialisation de l’IA générative déplacera les plans de talents vers des rôles et pratiques nouveaux. Les banques sans filière de compétences dédiée ralentiront la mise sur le marché.

  • 50 % des dirigeants de services financiers recrutent pour des postes liés à l’IA générative qui n’existaient pas l’année précédente.

    IBM
12 months
4hours

advisor time saved per meeting

Bank of America

Four hours back per meeting reshapes wealth advice capacity

Over the next 12 months, wealth firms will redesign advisor workflows around AI-managed meeting preparation and follow-up. Recovered advisor time expands capacity for higher-value client planning at scale.

  • Bank of America's AI-powered meeting solution can save financial advisors up to four hours per meeting.

    Bank of America
24 months
52%

global banks actively adopting agentic AI

KPMG

Agentic AI leaves the pilot queue for bank workflows

Within 24 months, agentic AI will shift from isolated trials to enterprise workflow redesign across banking operations. Banks without deployment governance risk slower product and service delivery.

  • 52% of global banks are already actively adopting agentic AI.

    KPMG
12 months
20%

more customers avoiding long waits

McKinsey

GenAI service scaling turns wait avoidance into a capacity advantage

Over the next 12 months, banks will scale generative AI service across markets rather than confine it to isolated chatbots. Service leaders can protect customer access during peak demand without adding contact-center capacity.

  • Within seven weeks, ING's generative AI chatbot helped 20% more customers avoid long wait times.

    McKinsey

Our use cases

AI-Powered Deal Sourcing Engine

We build a system that reads your investment thesis in plain English and evaluates every company in your universe the way a senior analyst would, scoring and ranking millions of opportunities at scale. Re-score your entire dataset instantly when your thesis evolves, without rebuilding anything.

Deal Pipeline Intelligence Dashboard

We build a live dashboard that monitors every deal under active evaluation and synthesizes all available data into a thesis-aware signal summary. Missing data flags surface before your partners meeting, not during it. One clear answer to: "What does the data say about this company right now?"

Private Due Diligence Intelligence Suite

We deploy a fully private, self-hosted LLM environment for your firm. Analysts upload deal documents and automatically receive four structured outputs: company snapshot, risk report, key metrics extract, and first-draft IC memo every claim cited back to its source. Your documents never leave your environment.

Automated Meeting Preparation

We build tools that auto-detect upcoming meetings with portfolio companies or founders, and generate contextualized preparation notes. Sections, length, and depth are all configured around each deal. Teams arrive informed without spending hours reading reports.

Automated LP Reporting

We build pipelines that ingest every input format docx, PDF, images, spreadsheets convert them into a unified structure, extract portfolio events, organize them into timelines, and produce polished quarterly LP reports. Exhaustive, automated, and traceable.

Portfolio Intelligence Layer

We build a continuous intelligence layer that aggregates internal and external signals across your portfolio, structures company knowledge, and surfaces anomalies between reporting cycles. Identify problems before they happen and know which companies need attention.

AI-Curated Insights