Your firm's most expensive, automated.

We're an AI automation agency: we find your costliest manual work and replace it with custom AI systems—end to end.

Teams save 1,000+ hours per month on manual work.

Average 10x ROI delivered within 6 months.

Full deployment in 90 days or less.

Trusted Integrations & Supported Tools

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AWS
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Azure
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GCP
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Snowflake
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Databricks
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PostgreSQL
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MongoDB
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Redis
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Kafka
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Airflow
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Fivetran
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dbt
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Python
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Docker
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OpenAI
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Anthropic
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Claude
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Cursor
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Perplexity
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Gemini
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AWS
Azure logo
Azure
GCP logo
GCP
Snowflake logo
Snowflake
Databricks logo
Databricks
PostgreSQL logo
PostgreSQL
MongoDB logo
MongoDB
Redis logo
Redis
Kafka logo
Kafka
Airflow logo
Airflow
Fivetran logo
Fivetran
dbt logo
dbt
Python logo
Python
Docker logo
Docker
OpenAI logo
OpenAI
Anthropic logo
Anthropic
Claude logo
Claude
Cursor logo
Cursor
Perplexity logo
Perplexity
Gemini logo
Gemini
AWS logo
AWS
Azure logo
Azure
GCP logo
GCP
Snowflake logo
Snowflake
Databricks logo
Databricks
PostgreSQL logo
PostgreSQL
MongoDB logo
MongoDB
Redis logo
Redis
Kafka logo
Kafka
Airflow logo
Airflow
Fivetran logo
Fivetran
dbt logo
dbt
Python logo
Python
Docker logo
Docker
OpenAI logo
OpenAI
Anthropic logo
Anthropic
Claude logo
Claude
Cursor logo
Cursor
Perplexity logo
Perplexity
Gemini logo
Gemini

Built for firms where manual work is expensive.

We specialize in industries where the cost of slow, manual workflows is measured in headcount, missed deals, and hours your best people shouldn't be spending.

Venture Capital

Deal screening, LP reporting, portfolio monitoring

Outcome

Deal screening time cut by 60%

Private Equity

Due diligence, financial reporting, portfolio ops

Outcome

80% of LP reporting automated

Insurance

Claims processing, underwriting, policy review

Outcome

Claims processed in minutes, not days

Legal & Compliance

Contract review, research, document drafting

Outcome

100 pages reviewed in seconds

Real Estate

Lease abstraction, investor reporting, deal tracking

Outcome

90% reduction in abstraction time

We don't sell software. We build systems.

Every engagement is scoped to your firm's specific workflows. Here's what that typically looks like.

Document Intelligence

We build systems that read, extract, classify, and summarize documents at scale — contracts, CIMs, leases, claims, filings. Work that takes your team days takes seconds.

Automated Reporting

We replace manual report-building with AI pipelines that pull from your data sources and generate LP updates, board decks, and compliance summaries automatically.

Workflow Automation

We map your most repetitive, high-cost internal processes and automate them end-to-end — from intake to output — with AI agents that integrate into your existing tools.

Results our clients see.

These aren't projections. They're what happens when you replace manual processes with systems built for your firm.

0+
Hours saved on manual work per month
$0K+
Avg. reduction in hiring costs per quarter
0x
Average ROI within the first 6 months
0x
Faster due diligence and document review
0 days
From first call to full deployment
0%
Your data. Your system. No vendor lock-in.
01

Your team asks. The system answers.

Once we build your AI system, your team queries it in plain English — no SQL, no dashboards, no waiting on analysts. The answer comes back in seconds.

Upshot Engine System

How an engagement works.

Four steps from first call to a live system your team uses every day.

01

Discovery Call

We learn exactly where your team is losing time and money. No fluff, just workflow mapping.

02

Solution Design

We scope a custom AI system for your specific problem and present a fixed-price proposal.

03

Build & Integrate

We build the system and connect it to your existing tools, data, and documents.

04

Deploy & Hand Over

We go live, train your team, and hand over full documentation. You own it completely.

Ready to stop paying people to do what AI should do?

One project. Fixed price. No retainers, no lock-in, no BS. Book a 30-minute call and we'll tell you exactly what we'd automate first.