From automating a department to launching a product line.

We implement AI where it creates real leverage—inside your workflows, your products, and your operations. Not a demo. Not a pilot that dies. Production systems that ship and scale.

Build something new, or transform what you have.

Whether you're starting a venture or optimizing an enterprise workflow, we deliver with the same speed and rigor.

Venture Building

We co-build AI-powered companies from ideation through first revenue. Business model validation, product development, go-to-market—with AI accelerating every stage.

Idea Validation MVP Build Go-to-Market AI-Augmented Dev

AI Implementation

We implement AI into existing businesses—automating workflows, building intelligent systems, and deploying production-grade AI with security and governance built in.

Workflow Automation Agent Systems Data Integration Security & Governance

A staged approach to production AI.

Fixed-scope phases so you know what you're getting, what it costs, and when it ships.

AI Opportunity Sprint

Fixed-fee · 2 weeks

We identify your highest-value AI use case, map the workflow, assess data readiness, and deliver a build-ready roadmap. You leave with a clear picture of what to build first, why, and what it will take.

Best for: Teams with many AI ideas and no clear first production win.

What you get

  • Prioritized use-case scoring (value, feasibility, data, risk)
  • Workflow mapping with baseline KPIs
  • Data readiness assessment
  • Risk register aligned to NIST AI RMF
  • Implementation roadmap and build backlog

Pilot-to-Production Build

Fixed-scope · 6–10 weeks

We build a working AI capability into one production workflow: integrations, evaluation harness, monitoring, human-in-the-loop fallbacks, and a rollout plan. This isn't a prototype—it's a system that runs.

Best for: Teams that need a real deployment, not another demo.

What you get

  • LLM, RAG, agent, or automation system integrated into your stack
  • Evaluation harness (quality, safety, cost metrics)
  • Human-in-the-loop fallbacks and monitoring
  • Security controls mapped to OWASP LLM Top 10
  • Rollout plan with go/no-go criteria

AI Enablement Retainer

Monthly · Ongoing

We help you iterate, expand, and compound value: improve quality and cost, expand to adjacent workflows, train your team, and maintain governance as AI usage grows across the organization.

Best for: Teams that want compounding value, not a one-time project.

What you get

  • Continuous quality and cost optimization
  • Expansion to adjacent workflows
  • Team training, playbooks, and handoff docs
  • ModelOps/LLMOps governance practices
  • Adoption metrics tracking and iteration

The things we actually build.

LLM & Agent Systems

Custom LLM pipelines, RAG architectures, autonomous agents, and multi-model orchestration for complex operational workflows. We build the plumbing, not just the prompt.

Workflow Automation

Intelligent document processing, ticket routing, compliance review, and end-to-end automation integrated into your existing systems. Replace 10 manual steps with 1.

Data Intelligence

AI-powered data ingestion, transformation, and analysis. Turn messy spreadsheets and CSVs into structured, actionable intelligence without manual intervention.

Security & Governance

Prompt injection defense, output quality scoring, cost monitoring, data boundary controls, and governance frameworks aligned to NIST, ISO, and OWASP standards.

Security and governance built into every engagement.

We know what keeps CISOs and CTOs up at night. Our implementations address data security, compliance, and model governance from the start.

Your data stays yours

Clear documentation of what we store, what we log, what we never retain. Model and provider neutrality by default. Private deployments when needed.

Safety controls included

Mapped to common LLM failure modes: prompt injection, sensitive data disclosure, excessive agency. Every system ships with an evaluation harness.

Your team owns the system

Architecture docs, runbooks, training, and playbooks. We build with your team so they can operate and expand without us.

Every engagement starts with a conversation.

Tell us the workflow or the idea. We'll tell you what the Sprint would look like and whether we're the right fit.