// selected_work

Agents in the wild.

A small selection of production engagements. Most of our client work is under NDA — the details below are anonymized but the metrics are real.

Loom Logistics
freight & supply chain
● live

Procurement Agent

Autonomous RFQ-to-PO agent. Pulls lane data, queries 40+ carriers, negotiates within policy, and books capacity.

63%
procurement cost reduction
8m
avg cycle time
v2.4.1
current release
LangGraphGPT-4oPostgresTwilio
Northwind Health
healthcare
● live

Clinical Triage Copilot

HIPAA-bounded triage agent embedded in EHR workflow. Handles intake, summarizes history, and routes to specialists.

41%
physician time saved
99.2%
guardrail compliance
12k
patients/mo
Claude 3.5FHIRAWS HealthLake
Halcyon Capital
investment management
● live

Diligence Research Agent

Multi-step deal-room agent. Pulls SEC filings, builds memo drafts, flags inconsistencies for analyst review.

5x
analyst throughput
$0.18
per memo
48hr
avg turnaround
ClaudePineconeTikaNext.js
Meridian Retail
e-commerce SaaS
● live

Merchandising Copilot

Agent for category managers — surfaces pricing anomalies, recommends assortment changes, drafts vendor briefs.

18%
margin lift on tracked SKUs
3w
from kickoff to prod
GPT-4oBigQuerydbt
Aperture Insurance
insurance
● live

Claims Intake Agent

Conversational intake across voice and chat. Captures first notice of loss, classifies severity, routes to adjusters.

72%
auto-routed
31s
avg intake
v1.8.0
current release
AnthropicTwilio VoiceDynamoDB
Stoneglass Edu
edtech
● live

Tutor Orchestration Platform

Multi-agent tutoring system. Specialist sub-agents per subject, supervisor agent maintains pedagogical context.

+0.4
letter grade avg
98%
session completion
GPT-4oClaudeLangGraphSupabase
// let's_ship

Got an agent that needs to ship?

We take on a small number of new engagements each quarter. Reach out with the rough shape of the problem and we'll get back within 48 hours.