Davos Intelligence San Francisco Backed by Y Combinator
An Engineering Practice · Not a Consultancy

Eliminate your costliest
bottleneck in 30 days.

We deploy AI agents that remove 1-2 expensive operating bottlenecks in PE-backed companies — with measurable impact in 30 days. No decks. No 6-month roadmaps. Just working systems that save time and money immediately.

Timeline
30 days to measurable impact
Method
AI agents deployed in production
Scope
1-2 bottlenecks per engagement
§ I · Capabilities

Where AI agents remove the bottleneck.

We identify the 1-2 processes bleeding time and money, then deploy AI agents that handle them end-to-end. These are the most common bottlenecks we eliminate in 30 days.

01

Intake & Customer Response

AI agents that respond to inbound inquiries instantly, qualify leads, route to the right team, and follow up — 24/7. Eliminates the 48-hour response gap that kills conversion.

02

Back-Office Operations

AP/AR processing, invoice matching, data entry, reconciliation. AI agents handle the repetitive workflows that consume 20+ hours per week of senior staff time.

03

Sales & Pipeline Operations

AI agents that research prospects, enrich CRM data, draft outreach, and keep pipeline hygiene tight. Your sales team spends time closing, not doing admin.

04

Reporting & Analytics

AI agents that pull data from disparate systems, generate board-ready reports, and surface anomalies. Replaces the analyst manually stitching spreadsheets every month.

05

Custom Workflows

Every portco has a unique bottleneck. We scope it, build an AI agent for it, and deploy in 30 days. If it doesn't save measurable time or money, you don't pay.

§ II · Approach

From bottleneck to production in 30 days.

Four weeks. One or two bottlenecks eliminated. Measurable before-and-after. Then we scale it across the portfolio.

Week 1
Days 1-7

Identify

We audit your operations and pinpoint 1-2 bottlenecks costing the most time or money. You approve scope with a clear before-and-after metric.

Week 2-3
Days 8-21

Build

Our engineers build and configure the AI agent for your specific workflow. Working demo by day 14. Iterate with your team until it handles edge cases.

Week 4
Days 22-30

Deploy

Agent goes live in production. We monitor, tune, and measure against the baseline. You see the impact in real numbers — hours saved, costs reduced, speed gained.

Ongoing
After day 30

Scale

Proven agent gets rolled out across the portfolio. Each portco benefits from what we built for the first. Compounding efficiency across the fund.

§ III · Contact

Tell us your most expensive bottleneck. We'll eliminate it in 30 days.

Book a 30-minute introduction
General
Office
San Francisco