Production systems that ship. Not pilots that die.

We implement AI inside your operations, your products, and your revenue streams. Fixed-scope phases with measurable gates. You see results before you commit further.

Build something new, or make what you have work harder.

Same team, same speed, same accountability. Whether we're launching a venture or automating your most expensive workflow.

Venture Building

We co-build AI-powered companies from blank page to first revenue. Idea validation, product development, go-to-market, with AI accelerating every stage. SoloStream shipped in three months this way.

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

AI Implementation

We wire AI into existing businesses. Automating the workflows that drain your team's time, building intelligent systems, and deploying with security and governance from sprint one.

Workflow Automation Agent Systems Data Integration Security & Governance

Four hours of manual work becomes two minutes.

Drag the slider to see the difference. This is based on a real workflow from PolicyFlow.

AI-Automated

2 minutes

  • Data ingested automatically
  • Validated and transformed
  • Report generated
  • Delivered to stakeholders

Cost per run: ~$0.15

Manual Process

4 hours

  • Receive CSV from source
  • Open in Excel, validate
  • Copy-paste into model
  • Manually validate output
  • Email report to stakeholders

Cost: 1 team member × 4 hours

You know what you're getting, what it costs, and when it ships.

Three phases. Stop after any one. No lock-in, no surprises.

AI Opportunity Sprint

Fixed-fee · 2 weeks

We map your operations, identify where AI creates the most value, and build a business case. Not a slide deck. An actual cost/benefit model you can take to your CFO.

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 prototype in days, not weeks. You'll see a working system early, test it against real data, and decide whether to go further based on evidence, not faith. Then we harden it for production.

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

One success creates momentum. We help you iterate, expand to adjacent workflows, train your team, and maintain governance as AI usage compounds 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 systems we build.

Production-grade AI infrastructure, not point solutions.

LLM & Agent Systems

Custom LLM pipelines, RAG architectures, autonomous agents, and multi-model orchestration. PolicyFlow's agentic AI handles data intake, validation, and enrichment with zero human intervention on routine cases. We build the plumbing, not just the prompt.

See how we built this for PolicyFlow

Workflow Automation

Intelligent document processing, routing, compliance review, and automation wired into the systems you already use. Ten manual steps become one.

See the PolicyFlow before/after

Data Intelligence

Turn messy spreadsheets and CSVs into structured, usable data without manual intervention. AI-powered ingestion, transformation, and analysis that your team can actually rely on.

See how AgriTerra uses this

Security & Governance

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

See how SoloStream handles compliance

We design for regulatory reality from sprint one.

Not as an afterthought. Data security, compliance, and model governance are architecture decisions, not features we bolt on later.

We don't hold your data

We build systems that work within your compliance infrastructure. Clear documentation of what we store, what we log, what we never retain. 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.

Tell us the workflow or the idea.

We'll tell you honestly what a Sprint would look like and whether we're the right fit. No pitch deck required.