AI-NATIVE SYSTEM INTEGRATION

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.

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

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

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

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.

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

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

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

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

A.Team framework that takes you there.

AI for Civil &
Environmental Engineering

A.Team framework that takes you there.

The challenge

Investment teams engage in critical, time-consuming, and manual analysis that drives the investment process but creates bottlenecks that impact deal quality and decision timelines.

The solution

Our Investment Due Diligence Agent continuously monitors data room uploads, automatically extracts insights, and pre-populates IC materials – all while maintaining a complete audit trail.

What it does

Monitors and triages the data room as new documents arrive

Monitors and triages the data room as new documents arrive

Extracts KPIs and trends from contracts, financials, and decks

Extracts KPIs and trends from contracts, financials, and decks

Flags risks across legal, financial, and operational materials

Flags risks across legal, financial, and operational materials

Drafts structured IC materials with cited insights and visual summaries

Drafts structured IC materials with cited insights and visual summaries

Why it matters

Cuts hours of manual review and memo prep per deal

Cuts hours of manual review and memo prep per deal

Surfaces critical risks early—before IC

Surfaces critical risks early—before IC

Creates consistent outputs across teams without rework

Creates consistent outputs across teams without rework

Free senior time by helping junior team members work faster

Free senior time by helping junior team members work faster

Maintains audit trails, review flow, and full transparency

Maintains audit trails, review flow, and full transparency

Built for enterprize standards

Full audit trails and versioning

Track every change with built-in version control and full traceability.

Human in the loop approval

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

Deployable in a secure VPC or private cloud

Run in your own VPC or private cloud with full data control and compliance.

Integrates directly with your tools

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

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 Engineer Agent

AI Knowledge Room

AI 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

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 Engineer Agent

AI Knowledge Room

AI 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

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 Engineer Agent

AI Knowledge Room

AI 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

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 Engineer Agent

AI Knowledge Room

AI 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

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 Engineer Agent

AI Knowledge Room

AI 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

Week 0 - 1

Align and activate

Align and activate

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

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

Week 2

Week 2

Prototype

Prototype

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

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

Week 3

Week 3

Roadmap

Roadmap

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

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

Week 3-8

Week 3-8

Sprints

Sprints

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

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

Ongoing Support

Ongoing Support

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

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

Providers and integrations

A custom-built AI system that handles specific, high-friction workflows—like analyzing deal docs, aggregating portco data, or drafting investor updates.

Security and compliance

A custom-built AI system that handles specific, high-friction workflows—like analyzing deal docs, aggregating portco data, or drafting investor updates.

SOC 2 Type II compliant infrastructure and processes

SOC 2 Type II compliant infrastructure and processes

Data residency options for regulatory requirements

Data residency options for regulatory requirements

Role-based access controls for sensitive information

Role-based access controls for sensitive information

Audit logs for all AI-assisted activities

Audit logs for all AI-assisted activities

Secure API integrations with existing system

Secure API integrations with existing system

Data retention policies aligned with your requirements

Data retention policies aligned with your requirements

Diagnostic Assessment

No-cost analysis of your workflows and ROI potential

Proof of Concept

4-6 week implementation with minimal upfront investment

Production Deployment

Subscription model based on document volume and complexity

Ongoing AI Services

Predictable monthly fee covering monitoring, optimization, and support

Not your traditional systems integrator.

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

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

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

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

© 2025 ATeams Inc., All rights reserved. Terms of Service | Privacy Policy

New York

Tel Aviv

© 2025 ATeams Inc., All rights reserved. Terms of Service | Privacy Policy

New York

Tel Aviv

© 2025 ATeams Inc., All rights reserved. Terms of Service | Privacy Policy

New York

Tel Aviv

© 2025 ATeams Inc., All rights reserved. Terms of Service | Privacy Policy

New York

Tel Aviv

© 2025 ATeams Inc., All rights reserved. Terms of Service | Privacy Policy