All solutions

Visit A.Team

All solutions

Visit A.Team

AI Agents for Investment Firms

AI for Civil &
Environmental Engineering

AI Agents for Investment Firms

AI agents that cut hours of manual work from diligence, reporting, and portfolio oversight while preserving the strategy and judgment that make you successful.

Cut days of manual work per deal by automating tedious analysis.

Keep a real-time pulse on portfolio performance without chasing data.

Standardize and accelerate investor and internal reporting.

Built for how top companies work, optimized for your needs.

A.Team builds agentic systems tailored to private equity and VC workflows. Trained on your firm’s data, tuned to your investment lens, and deployed directly into your existing systems.

Trained on your firm's
playbook

Trained on your firm's playbook

Agents learn from your memos, models, and logic, not generic rules.

Architected for speed, accuracy and control

Combines foundational and specialized models to deliver fast, reliable insights.

Integrated directly into your workflow

Plugs directly into Dropbox, Excel, Snowflake and your existing systems.

System that's transparent by design

Human in the loop oversight, AI performance scoring and audit trails built in.

Where our agents deliver value

We automate the slow, repeatable steps in high-value workflows like diligence, tracking, and reporting, without introducing risk.

Due diligence

Portfolio insight

Reporting

Due diligence

Cut days of manual work per deal by automating tedious analysis.

Open case study ->

Classifies and organizes data room files

Extracts KPIs, trends, and risk factors from raw documents

Drafts first-pass IC materials based on your firm's past memos

Where our agents deliver value

We automate the slow, repeatable steps in high-value workflows like diligence, tracking, and reporting, without introducing risk.

Due diligence

Portfolio insight

Reporting

Due diligence

Cut days of manual work per deal by automating tedious analysis.

Open case study ->

Classifies and organizes data room files

Extracts KPIs, trends, and risk factors from raw documents

Drafts first-pass IC materials based on your firm's past memos

Where our agents deliver value

We automate the slow, repeatable steps in high-value workflows like diligence, tracking, and reporting, without introducing risk.

Due diligence

Portfolio insight

Reporting

Due diligence

Cut days of manual work per deal by automating tedious analysis.

Open case study ->

Classifies and organizes data room files

Extracts KPIs, trends, and risk factors from raw documents

Drafts first-pass IC materials based on your firm's past memos

Where our agents deliver value

We automate the slow, repeatable steps in high-value workflows like diligence, tracking, and reporting, without introducing risk.

Due diligence

Portfolio insight

Reporting

Due diligence

Cut days of manual work per deal by automating tedious analysis.

Classifies and organizes data room files

Extracts KPIs, trends, and risk factors from raw documents

Drafts first-pass IC materials based on your firm's past memos

Open case study ->

Where our agents deliver value

We automate the slow, repeatable steps in high-value workflows like diligence, tracking, and reporting, without introducing risk.

Due diligence

Portfolio insight

Reporting

Due diligence

Cut days of manual work per deal by automating tedious analysis.

Open case study ->

Classifies and organizes data room files

Extracts KPIs, trends, and risk factors from raw documents

Drafts first-pass IC materials based on your firm's past memos

How we build custom agentic systems

Our agents aren’t point solutions or black-box tools. Each solution we deliver is powered by modular platform components.Designed to structure your data, route it through specialized workflows, and give your team full oversight and control. Together, they form a system you can trust, tune, and scale.

Data agent

Knowledge Room

Control Room

Data Engineer Agent

Extracts and structures data from unstructured files, eliminating manual prep.

Ingests PDFs, spreadsheets, and business documents from any source

Uses hybrid logic (rules + LLMs) to extract what matters

Routes edge cases to humans for validation and training

How we build custom agentic systems

Data agent

Knowledge Room

Control Room

Data Engineer Agent

Extracts and structures data from unstructured files, eliminating manual prep.

Ingests PDFs, spreadsheets, and business documents from any source

Uses hybrid logic (rules + LLMs) to extract what matters

Routes edge cases to humans for validation and training

How we build custom agentic systems

Data agent

Knowledge Room

Control Room

Data Engineer Agent

Extracts and structures data from unstructured files, eliminating manual prep.

Ingests PDFs, spreadsheets, and business documents from any source

Uses hybrid logic (rules + LLMs) to extract what matters

Routes edge cases to humans for validation and training

How we build custom agentic systems

Data agent

Knowledge Room

Control Room

Data Engineer Agent

Extracts and structures data from unstructured files, eliminating manual prep.

Ingests PDFs, spreadsheets, and business documents from any source

Uses hybrid logic (rules + LLMs) to extract what matters

Routes edge cases to humans for validation and training

How we build custom agentic systems

Data agent

Knowledge Room

Control Room

Data Engineer Agent

Extracts and structures data from unstructured files, eliminating manual prep.

Ingests PDFs, spreadsheets, and business documents from any source

Uses hybrid logic (rules + LLMs) to extract what matters

Routes edge cases to humans for validation and training

Our fast-start deployment model

Get a working prototype in 1–3 days and deliver business impact in weeks. We cut risk by fusing production-proven AI and top tier vendors — integrated with your systems for instant validation.

Week 0 - 1

Align and activate

Match with the right team, set goals, define KPIs, and securely share data to kick off prototyping.

Week 2

Prototype

Deliver a prototype in days with feedback loops and initial integration tests.

Week 3

Roadmap

Create an product delivery plan with flexible scope and resource planning.

Week 3-8

Sprints

Team scaling as needs evolve, weekly delivery and knowledge transfer.

Ongoing Support

Get MLOps, engineering support, performance tuning, and rapid capability growth.

Providers and integrations

Works with your existing tools, so teams can move faster without changing how they work.

Security and compliance

Secure by design. SOC 2 Type II, audit logs, and secure deployment options ensure your data stays protected and under your control.

SOC 2 Type II compliant infrastructure and processes

Data residency options for regulatory requirements

Role-based access controls for sensitive information

Audit logs for all AI-assisted activities

Secure API integrations with existing system

Data retention policies aligned with your requirements

System integration as low as $39K

If you're ready to eliminate the tedious work that's slowing down your team, let's talk.

Contact for Pricing

Not your traditional systems integrator.

Everything we build is designed to deliver value fast, stay in your control, and avoid the traps that make traditional consulting slow and expensive.

Scope creep? Dead.

Fixed-length sprints with clear deliverables. Change direction anytime without scope creep, surprise billing, or unnecessary layers.

Modular, maintainable systems

We build with open-source architectures and best-in-class tools so your systems are understandable, extensible, and not reliant on any one vendor or consultant.

Say no to maintenance hell.

Our ongoing subscription includes top-tier MLOps, monitoring, and maintenance. No need to hire a full-time team just to babysit your AI implementation.

Real experts, real upskilling.

The engineers who build your solution work directly with and upskill your team so they becomeAI-fluent, not SI dependent.

Zero vendor lock-in.

We curate your AI stack using open-source foundations and best-in-class tools—fully integrated with your systems, so you're never locked into a platform or proprietary ecosystem.

Pay for actual value.

Pay for actual value.
We use pre-built agents to accelerate delivery and spread costs across implementation and subscription—like SaaS but for custom AI. Value delivered in weeks, not years. Massively reduced risk.

Transform your investment intelligence.

See how AI agents can accelerate your deal flow and enhance decision quality, without disrupting how your team works.

Book a consultation

New York

Tel Aviv

New York

Tel Aviv

New York

Tel Aviv

New York

Tel Aviv

New York

Tel Aviv

AI Agents for Investment Firms

AI for Civil &Environmental Engineering

AI Agents for Investment Firms