Custom and Secure AI and Data, Built for Your Fund.

We design and build the AI and data systems that private capital firms run on. Strategy, infrastructure, and serving layer. End to end, on your data, in your stack, owned by you.

For decades, the world's best consultancies helped private capital think. Soal Labs builds the systems that help private capital operate.

Three layers.
One operating system.

Every engagement starts with understanding your processes and ends with something running in production. We are equally comfortable mapping the roadmap and writing the code that delivers it.

Strategy and roadmap

We map your firm's workflows, identify where AI compounds, and build the business case and sequencing. Deliverables include an AI maturity baseline, a prioritized roadmap, ROI models, and the governance scaffolding to ship safely.

Data foundation and Infrastructure

We turn the unstructured into the operational. Document extraction (CIMs, board packs, fund reports, contracts), entity resolution, schema design, and the pipelines and warehouse layer that make everything downstream possible. Built on your cloud, your warehouse, your standards.

Serving and Consumption layer

We build the surfaces your team actually uses. Custom Applications, agents, MCP infrastructure, embedded copilots, and the integration plumbing that puts AI inside the tools your team already lives in (DealCloud, Affinity, Salesforce, your BI layer, your CRM).

Where we build, across the private capital lifecycle

From sourcing to portfolio review, we build agents, pipelines, and interfaces for the document-heavy and data-heavy steps of the investment process. Below is a representative slice.

Investor relations and fundraising

LP CRM enrichment and relationship mapping
Fundraising pipeline tracking
Pitch deck and DDQ answer drafting
LP question response automation

Deal sourcing and Thematic research

Teaser and CIM screening
Thesis-driven target list generation
Market mapping and whitespace analysis
Automated and Personalized Outbound

Diligence

Data room ingestion and indexing
Financial statement standardization
Outlier and inconsistency surfacing
Risk factor identification

Modeling

Model templates populated from source documents
Operating KPI extraction and refresh
Comparable company and deal benchmarking
Assumption and variance stress testing

IC memos

Investment thesis drafts
Risk, mitigant, and sensitivity write-ups
Executive summary generation
Source-linked, audit-ready output

Portfolio

Portfolio company reporting parsed and structured
Cross-portfolio KPI rollups
Covenant and compliance tracking
Board and LP material drafting

Enterprise grade.
Vendor agnostic. Built to last.

Every system we ship is built to institutional standards: SOC 2, role-based access, end-to-end encryption, full audit trails, and the governance your IT and compliance teams expect. We are vendor agnostic by design.

We have delivered on every major cloud, with every leading foundation model provider (proprietary and open source), across every modern data lake, and into every common BI surface. We pick what is right for your firm, not what is right for a partner ecosystem.

GDPR

CCPA

SOC 2

ISO 27001

Clouds

Model providers

Data Platforms

BI & Servings

Orchestration and ingestion

Built for Enterprise, Secure by Design

A hybrid delivery model. Forward deployed plus platform

We work in two tightly coupled tiers. Forward Deployed Engineers and AI Strategists sit alongside your investment, operations, and data teams. They learn and document your processes, stack, your conventions, and your edge cases, and they ship in your environment.

Platform Engineering delivers the heavier lifts behind them: ingestion, pipelines, agent orchestration, and the underlying serving infrastructure. Both groups are senior engineers fluent in private capital and the latest in AI.

Forward Deployed Engineers

Embedded with your team.
Closest to your data and your workflows.

Platform Engineering

The systems team behind every build.
Pipelines, agents, infrastructure.