Transform

Custom Development

You know what needs to exist, and no product on the market does it.

We build the agentic workflow or application. Autonomous systems that make decisions, coordinate tasks, and adapt with minimal supervision, connected to the systems you already run.

What We Do

Technical design covering the model, orchestration, and human review points
Built so the model is swappable, because the one that is best today will not be best next year
Build, including the agent logic, connections, and interface
Evaluation harness so you can tell whether it is still working next quarter
Deployment into your environment
Handover documentation and a working session with the team who will own it

What You Get

01Working agentic workflow or application in your environment
02Evaluation harness and monitoring approach
03Technical documentation and handover session

What You Provide

This is the part that decides whether the timeline holds. None of it is heavy, but it does need to be real.

API access to the systems being connected
A technical counterpart on your side
Sign-off on where humans stay in the loop

Where This Leads

Run It for the Whole Company

The patterns in these builds became the platform at the top of the ladder. When the capability you built needs context from across the organization, it runs there, and the build carries over.

See What Runs at Scale

What This Looks Like in Practice

Examples of the kind of work this engagement covers.

Private Equity

Proactive Portfolio Management

A private equity firm's returns depend on catching performance problems across its portfolio companies early, not at the quarterly review.

•Monitors portfolio health by connecting to financial and operational systems
•Investigates anomalies on its own instead of only flagging them
•Delivers recommendations grounded in root cause analysis
•Asks itself clarifying questions to test its own conclusions

Oil & Gas

Automated Market Intelligence

A trading floor drowns in data. The signal that matters is buried in the volume that does not.

•A data agent ingests unstructured news and filings for fundamental analysis
•A quantitative agent tracks price action and volatility
•A synthesizing agent connects real-world events to market movement

Logistics

Real-Time Shipment Orchestration

Moving one shipment from origin to destination means coordinating systems that were never designed to talk to each other.

•Verifies availability and delivery requirements against the ERP
•Compares live carrier quotes across freight marketplaces
•Plans routes against current traffic and weather
•Reroutes automatically when a disruption appears
•Updates the customer at each milestone without anyone drafting an email

Tools We Build With

OpenAI

Anthropic/Claude

Google

XAI/Grok