Products
Software we built for one client, then again, then once properly.
Most of what we know about a domain arrives one client at a time. Twice now it arrived often enough that building the software once made more sense than building it again.
Fabric is the platform our own engineers work inside every day, and AutoFabric came out of years of origination and refinance delivery for lenders and dealer groups.
Both can run in your own environment rather than ours. We deploy and manage them for you, or you take them and deploy them yourself. Each has a named client and a case study underneath it.
Agents that carry real delivery work, on a shared record of every decision your team has already made.
Fabric connects Jira, GitHub, Slack, meeting notes and company documents into persistent, searchable context. Product managers and engineers work from the same record. Agents use that context to research a question, draft a specification, inspect the codebase and carry repeatable delivery work, with sources attached and people making the calls. Our own delivery teams work inside Fabric every day.
Built for product and engineering teams whose decisions, customer context and delivery work live in different systems.
- Agent orchestration
- Deep research
- Hybrid search and RAG
- Codebase and security agents
- MCP integrations
- SDLC automation
- Unity Catalog
- Temporal
- MCP
The vehicle finance lifecycle, run by agents that have to ask permission and leave a record.
A vehicle loan is a long process with a regulator waiting at the end of it, and it does not finish when the deal funds. AutoFabric runs the stages that eat the calendar across the whole lifecycle, from origination and refinance through repossession, remarketing, transport and claims.
Agents do the work and an Open Policy Agent policy engine decides what each one is allowed to do, with TILA, ECOA and FCRA checked on every action instead of sampled in a quarterly review.
It reaches into DealerTrack, RouteOne, CDK and the credit bureaus because that is where the deals already are, not because integration counts look good on a slide. Every decision keeps its lineage, so when an examiner asks in month nine why a deal went the way it did, the answer is a record rather than a reconstruction.
Built for auto lenders, dealer groups, credit unions and captive finance companies.
- Origination agent
- Refinance agent
- Repossession agent
- Remarketing and auction agent
- Transport and relocation agent
- Claims and insurance agent
- Policy governance on Open Policy Agent
- Compliance engine for TILA, ECOA and FCRA
- Credit bureau, VIN decode and valuation integration
- Decision lineage
- Unity Catalog
- Mosaic AI
- Databricks Apps
- Temporal
Running our own software changes how we build yours.
Fabric and AutoFabric are ours to operate, so we carry the pager, the migrations, and the upgrade that breaks on a Tuesday. That is the part a delivery team never feels, and it is the part that decides whether a system still works in its second year.
Any of this can be deployed into your own environment, whether we run it for you or hand you the keys. What we build for you stays yours either way: your domain, your data, your codebase, and none of it becomes a product with our name on it.