Services

Three disciplines, practiced together.

Every project goes through our four-phase process. The disciplines below describe what we actually build — and how we work across them.

Discipline I

AI Strategy

Sulfur — the intelligence layer

AI is most useful when it sits inside a system designed for it. We scope, build, and operationalize AI capabilities that pay rent — measured, evaluated, and improving over time.

AI Roadmap
Discovery workshops, opportunity sizing, build-vs-buy analysis.
Applied LLM Systems
Retrieval, agents, structured outputs, tool use — production-ready.
Evaluation & Safety
Custom evals, red-teaming, observability for prompts and chains.
Model Fine-tuning
SFT, DPO, domain-specific adaptation when generic isn't enough.
OpenAIAnthropicOpen-weightRAGAgentsEvals
Discipline II

Data Platform

Salt — the foundation

Without clean data, nothing downstream is real. We design platforms that move data reliably from source to insight — with the kind of quiet dependability that lets the interesting work happen on top.

Ingestion & Pipelines
Batch and streaming ingestion, schema enforcement, lineage.
Warehouse & Lakehouse
Modeling for analytics and ML — Snowflake, BigQuery, Iceberg.
Analytics & BI
Semantic layers, dashboards your team will actually open.
ML Feature Platforms
Online/offline feature consistency, drift monitoring.
dbtAirflowKafkaSnowflakeBigQueryIceberg
Discipline III

Cloud Architecture

Mercury — the connective layer

The infrastructure layer where everything actually runs. We design for the load you have today and the one you'll have in two years — without paying for either of them right now.

Architecture & Migration
Greenfield design or methodical migration from legacy.
Infrastructure as Code
Terraform, Pulumi, GitOps — infra you can review like code.
SRE & Observability
SLOs, distributed tracing, incident response that learns.
Cost Engineering
Finding the 80% of your bill that drives 20% of your value.
AWSGCPKubernetesTerraformOpenTelemetry
How we engage

Three models for different kinds of work.

Most projects fit one of these. We're happy to mix and match.
· SOLVE · ET · COAGULA · IGNIS · AQUA · TERRA · AER · MERCURIUS · SULFUR · SAL · QUINTA · ESSENTIA ·

Tell us what you're trying to make.

We'll propose the right approach within a week.

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