Forward Deployed AI Engineering

AI that ships. Data that's safe. Systems that scale.

We turn stalled AI initiatives into production systems. From automating repetitive paperwork to securing private data, we build custom systems that handle the heavy lifting so you can focus on leading your company.

Book a Technical Discovery Call See our process
2-week audit — Acme Logistics
Audit Complete

Sensitive data is exposed

Customer info is hitting public AI tools unguarded. We'll install a Safety Vault to scrub data first.

3 hours/day lost to manual data entry

Manual invoice matching is a repetitive pattern. A Digital Worker can automate this 24/7.

Unreliable data sources

Information is scattered across 4 disconnected systems. We'll clean and connect your data before we build.

Generic AI code is stalling

Existing code doesn't fit your actual workflow. We'll replace it with a custom system that ships.

TIMELINE2 weeks
BOTTLENECKS FOUND4 areas
NEXT STEPPilot Sprint →
99%
Factual grounding via RAG
2wk
Friction audit to findings
0
Vendor lock-in. Ever.
100%
Code ownership from day one
The Problem

The proof of concept graveyard is
full of ambitious ideas.

Most AI initiatives die in the Proof of Concept graveyard.
You have the data, and you definitely have the ambition. But between legacy technical debt, hallucinating models, and the nightmare of PII/PHI leakage, getting an AI solution into production feels like a liability.

We don't do AI fluff. Our team of engineers reviews your code before crafting any proposals. No assumptions. No boilerplate solutions. We fix the data quality issues others ignore, protect your sensitive assets, and deploy autonomous agents that works.

The Problem
How We Handle It
AI Hallucinations
RAG architectures with 99% factual grounding, multi-agent validation layers.
Privacy & Compliance Risks
Automated PII/PHI and sensitive data redaction before data hits the LLM. VPC-bound environments.
Integration Friction
Pipeline hardening and multi-modal agents connecting legacy systems. We deploy a live, production-grade system your whole team can use immediately.
Vendor Lock-in
You own 100% of the code. No monthly per-user licenses. It's your asset forever.
Services

We don't just consult.
We build and ship.

01

Custom Automation

Stop building chatbots. Start building workers.

Most AI tools are glorified search boxes. We build workers that take action. These systems read documents, cross-check records, and flag problems before they reach a human.

If your team does something repetitive that follows a pattern like processing invoices or sorting applications, there's a good chance it can be automated. We figure out whether that's true before we scope anything.

LangChain/AutoGen Orchestration · Vision Models · Task Automation
02

Data Privacy

Use AI without the legal exposure.

Most generic AI tools send your business data through shared servers you don't control, creating major privacy and compliance risks for customer information, financial records, or sensitive data.

We build private environments where your data stays yours. Sensitive details are automatically scrubbed before reaching any model, ensuring your information never touches a public server. You stay compliant; the AI still works.

Data Masking · Synthetic Data Generation · Adversarial Risk Audits
03

Data Cleanup

Your AI is only as good as your worst spreadsheet.

AI built on messy data produces messy results. If your information is scattered across old spreadsheets, disconnected systems, or inboxes nobody wants to touch, AI will reflect that chaos right back at you. We clean your data and connect your systems first so the tools we deliver provide real value.

Pipeline Hardening · Automated Cleaning · Cloud-Native Architecture
04

Embedded Engineering

Expertise in your Slack, not a slide deck.

For high-stakes projects, a senior engineer joins your team directly. That means attending your meetings, learning how your workflow actually runs, and staying through the handoff until your staff is confident running the system without us.

Production Code · Trained Teams · No Documentation Debt

Fragmented data. Legacy silos. Sensitive assets nobody wants to touch. We don't hand you a roadmap. We ship the fix — one that connects to what you already have, protects what you can't afford to lose, and doesn't require a PhD to maintain.

Process

Our pipeline to production.

We don't have a Sales Team. We have an Engineering Pipeline.

Phase 1 · 2 Week Audit

The Friction Audit

We look at your current setup — what you have, what's broken, and where AI will actually save you time versus where it'll create new problems. No assumptions. No copy-paste proposals.

Phase 2 · Sprint

The Pilot Sprint

We build something working. Not a wireframe, not a proof of concept. A functioning system that solves one specific thing that's costing you time or money.

Phase 3 · Scale

Hardening & Integration

We connect it to your existing tools, test it against real-world edge cases, and make sure it holds under your actual daily workload — not just in ideal conditions.

Phase 4 · Handoff

Knowledge Transfer

Our goal is a clean exit. We document everything, train your team, and hand over full ownership. The code is yours. No ongoing license fees. No call from us six months later about a platform renewal.

Architecture Demos

Real systems built to show our work.

These are internal reference builds — working demos of the architectures we deploy in production.

Book a call we'll walk you through them.

Security · Privacy Shield

Sensitive customer information — names, financial data, health records — gets automatically protected before it reaches any AI model, then safely restored in the response on your end. The AI gets what it needs. Your data never leaves your control. Built for teams that want AI without the compliance exposure.

Live demo coming soon
Agentic Automation · Document Auditor

Compare a purchase order against an invoice automatically. Every mismatch appears in a structured report, eliminating manual spreadsheets and the risk of "I thought we approved that." Built for teams processing high volumes of paperwork who need to stop human error at the source.

Live demo coming soon
RAG · Ask Your Own Documents

Upload your internal policies, contracts, past projects, or knowledge base and ask questions in plain English. Every answer comes with a source citation, so you know exactly where it came from. If the information isn't there, the system won't make it up; it will simply tell you it doesn't know. Hallucination rate: under 1%.

Live demo coming soon
Under the Hood

For the
technical crowd.

We don't use off-the-shelf wrappers. Every project is reviewed by a senior engineer before we scope anything. You get clean repos, full ownership, and no proprietary abstractions sitting between you and your own system.

The real work is in data quality, integration, and hardening — not in picking the right model. That's where the majority of our time goes, and it's why our systems hold up when demo conditions disappear.

LangGraph / LangChain / AutoGen
Agent orchestration layer
RAG + Re-ranking
Retrieval validation, <1% hallucination
Automated PII/PHI Redaction
Pipeline-level, before any model sees data
VPC-Isolated Deployment
AWS, GCP, or Azure — your environment
Full Observability Stack
Data drift monitoring from day one
Clean Repos + Full Ownership
No proprietary abstractions or lock-in
FAQ

Common questions.

// Ready to start building?

Tell us
what's broken.
We'll tell you
what it would take.

30 minutes. No sales pitch. No fluff.

Book a Discovery Call
Stop experimenting Start shipping