[ Services ]

What we ship.

Production AI systems, data products, and software platforms for teams that need intelligence to operate inside real workflows.

/01· Autonomous systems

Agentic AI & Automation

Autonomous agents that reason through complexity, make decisions, and execute multi-step workflows end to end.

What we ship

Autonomous Agents

Goal-driven agents that decompose tasks, plan execution, and complete multi-step workflows without operator intervention.

Multi-Agent Systems

Coordinated architectures where specialized agents collaborate, delegate, and converge on solutions to complex problems.

Workflow Automation

End-to-end automation of operational processes. Agents integrated into your existing tooling and data layer.

Decision Systems

Operational systems that analyze context, evaluate options, and issue or recommend decisions in real time.

Process Orchestration

Manual, repetitive operations converted into observable, scalable pipelines with human oversight where required.

/02· Data, made accessible

RAG & Knowledge Systems

Retrieval pipelines and knowledge architectures over your internal data. Production systems that understand query intent, not keywords.

What we ship

Retrieval Pipelines

Production-grade RAG systems that retrieve, rank, and synthesize information across structured and unstructured sources.

Enterprise Search

Intent-aware search across documents, databases, and internal tools. Built for relevance, not keyword matching.

Document Intelligence

Extract, classify, and structure information from unstructured documents at scale. Contracts, reports, filings, correspondence.

Knowledge Architectures

Living knowledge graphs and ontologies that organize institutional knowledge into a queryable, machine-readable layer.

Conversational Interfaces

Natural language interfaces over your internal data. Your team queries by asking questions, not writing SQL.

/03· Signal from data

Intelligence & Analytics

Analytics systems that ingest, model, and surface signal from operational data. Forecasting, anomaly detection, and decision support.

What we ship

Analytics Platforms

Interactive platforms that move past dashboards to surface the metrics and patterns that actually drive decisions.

Predictive Modeling

Machine learning models for forecasting, anomaly detection, and outcome prediction against your operational data.

Data Pipeline Engineering

Robust, observable data pipelines that collect, transform, and deliver production-grade data where it needs to go.

Reporting Systems

Automated reporting that reflects your business logic, delivering the right metrics to the right stakeholders.

Real-Time Monitoring

Live monitoring across operations, services, and KPIs. Alerting, escalation, and observability at scale.

/04· Ship the boring parts

Evals & Observability

Evaluation harnesses and observability infrastructure for production AI. Catch regressions before users do, and know exactly what your system is doing when something breaks.

What we ship

Evaluation Harnesses

Reproducible test suites for LLM and agent systems. Run against every change, gate deploys on quality regressions.

LLM Observability

Tracing, logging, and replay for production model calls. See every prompt, response, and tool invocation in context.

Cost & Latency Telemetry

Per-request cost and p50/p95/p99 latency instrumentation. Budget enforcement and slowdown alerts.

Quality Monitoring

Continuous quality scoring against gold sets, drift detection, and alerting on degradation.

Incident Runbooks

Written, rehearsed procedures for when production breaks. Failure modes mapped, recovery paths documented.

/05· Production engineering

Custom Software & Platforms

End-to-end software engineering. Production platforms, web applications, APIs, and enterprise systems built and operated at scale.

What we ship

Web Applications

Production web applications built on modern frameworks. Engineered for speed, resilience, and long-term maintainability.

SaaS Platforms

End-to-end SaaS platform development. Architecture, authentication, billing, multi-tenancy, and scale.

API Development

REST and GraphQL APIs designed for reliability, performance, and third-party integration.

Enterprise Systems

Custom enterprise software that solves specific operational challenges and integrates with your existing stack.

Mobile Applications

Cross-platform and native mobile applications with integrated backend services and production-grade performance.

Commerce Platforms

Commerce platforms with recommendation systems, inventory orchestration, and payment infrastructure.

[ Questions ]

Before we start.

What stage of company do you work with?

We work best with teams that already understand the operational problem and need a production system built around it: internal teams, B2B products, enterprise workflows, or founders turning a technical wedge into something shippable.

Do you only build AI systems?

No. AI is part of the toolchain, not the whole practice. We build the surrounding software too: applications, APIs, data pipelines, observability, integrations, and the operational surfaces people use every day.

How does a project usually begin?

With a short scoping pass. We identify the workflow, data sources, users, failure modes, delivery constraints, and what a successful first version must do in production.

Can you work with an existing product or team?

Yes. Many engagements fit into an existing stack. We can build a focused subsystem, add evaluation and observability, integrate an agent workflow, or help your team ship a defined capability.

[ Start ]

Bring the system you want to ship.

Start a project