We help companies move to frontier technology.
We build the tools, apps and systems that help businesses get everything they can out of technologies like AI and retrieval, on-chain products, and web and mobile applications.
01 · What we do
what we do
AI products
Search over your own documents, agents that call your own tools, and the interface your team works in. One team builds the model layer and the product around it, so there is nobody to hand the hard part to.
On-chain products
We write Solidity and Rust, and we review it before anything is deployed. Around the contracts we build the indexers that make chain activity queryable and the application people read it in.
Platforms and web applications
TypeScript and React in front, Node and Python behind, Postgres underneath. Shipped with deploys, monitoring and a runbook, to teams who then run it without us.
Data and cloud infrastructure
Pipelines on GCP and AWS that keep a timetable: ingestion, scheduling, reprocessing, alerting. When one fails at 3am the records say which run, which input, and what it cost.
03 · Specializations
- Retrieval and RAG
- Agents and MCP integrations
- Evaluation harnesses
- LLM tracing and observability
- Solidity and the EVM
- Rust and zkVM circuits
- Indexing and subgraphs
- Data pipelines and ETL
- BigQuery and GCP
- PostgreSQL
- Next.js and React
- Flutter and mobile
Retrieval and RAGget in touch
Tell us what you are running, where it is slow or unreliable, and what a useful next step would look like. Twenty minutes on a call is usually enough to say whether we are the right people for it.
Book a callgon@mainabstraction.com