AI Adoption Without the Hype.
We bridge the gap between "Strategic Vision" and "Technical Reality."
Powered by industry-leading platforms
The Problem: Most companies are paralyzed by AI. They either move too slow (fear) or too fast (recklessness). We provide the technical audits, risk frameworks, and operational pilots you need to deploy AI safely without the shelf-ware.
We Build Infrastructure For...
Private Equity & M&A
Diligence & IntegrationWe won't stop you from buying a company with technical debt. We're the clean up crew, we will audit the code and merge the stacks after you close.
Read the M&A PlaybookHigh-Growth SaaS
RevOps & AI ScalingMission-Driven Orgs
Digital TransformationAI-Uncertain Enterprises
Strategy & ProtectionWe Are Not For Everyone.
We don't have a B-Team.
Big firms sell you a Brand, then staff your project with Juniors to maximize their margin. We don't play that game. You work directly with the Principal Architects, or we don't work at all.
Builders, Not Bureaucrats.
Time kills deals. If you need a Steering Committee to approve a bug fix, we are not the right firm. We operate with the speed of a startup.
We identify the technical risk, we fix it, and we ship. We are for leaders who want the problem solved yesterday.
Partners, Not Order Takers.
If you want validation, ask ChatGPT. It's cheaper than our hourly rate. We don't bill you to nod our heads; we bill you to prevent expensive mistakes.
We will tell you if your roadmap is impossible, even if it hurts to hear.
Systems, Not Slides.
We don't ship PDFs. We measure success by what happens when we leave. Does the system stay up? Is the team trained? We build infrastructure that works without us.
If you feel safer with a 100-page deck than a working system, please hire McKinsey.
High-growth breaks things.
You are likely facing one of these three blockers.
The Integration Stasis
You bought the competitor, but you still have two CRMs, two ERPs, and zero consolidated reporting. You are paying for synergy you can't access.
The AI "Garbage" Trap
You want to deploy AI, but your data is unstructured and messy. You can't automate what you don't trust. You are stuck building slides about AI instead of shipping it.
The Security Black Box
You have years of customer data, but no idea who actually has access to it. You know you cannot scale a leaky bucket, but you are afraid to touch the permissions.
The Operating Protocol.
How we move from "Chaos" to "Code."
Deep Scan
We don't rely on interviews; we look at the metadata. We run a full diagnostic to find the "skeletons in the closet."
Architecture
We design the "To-Be" state. No vaporware—we deliver detailed technical schemas that map exactly how data flows.
Execution
We log in and build. Whether it’s writing Apex, configuring the Agent, or migrating data, we do the heavy lifting.
Transfer
We don't build "black boxes." We document everything and train your team. We automate ourselves out of a job.
Services & Offerings.
Three ways to make AI safe, operational, and owned by your team.
1. Technical Audit & Risk Assessment
The Inspection
The Reality
Vendors will tell you their tool is "plug and play." They are lying. If you plug a Ferrari engine into a go-kart, it vibrates until it explodes. Before you sign a contract or hire a developer, you need to know if your chassis can handle the load.
The Guidance
- Data Hygiene Check: We identify the "Silent Killers" that confuse AI models.
- Security & Compliance Mapping: We map AI data flow against GDPR, HIPAA, and SOC2 risks.
- Cost & Latency Modeling: We calculate token costs, vector storage fees, and inference latency at scale.
The Deliverable
A Technical Reality Report. A clear "Red Light / Green Light" assessment with a prioritized remediation checklist.
2. Governance & "Guardrails" Architecture
The Safety Net
The Reality
Generative AI is probabilistic, not deterministic. It will confidently lie to your customers. You cannot code the hallucinations out of the model, but you can architect around them.
The Guidance
- Evaluation Frameworks (Evals): We implement mathematical scoring on a golden dataset.
- Deterministic Fallbacks: If the AI acts unsure, we force it to route to a human or hard-coded answer.
- Policy Creation: We replace "Ban Everything" with practical "Safe Usage" rules.
The Deliverable
A deployed Governance Framework and an automated testing pipeline that keeps your Legal team happy.
3. The "Glass Box" Pilot Program
The Rapid Prototype
The Reality
You don't need a 6-month waterfall project to prove value. You need to know if a specific use case solves a business problem in two weeks.
The Guidance
- Use Case Selection: We pick one high-value, low-risk workflow to prove the concept.
- Co-Development: We stand up the environment and build with your engineers.
- Iterative Tuning: We fix prompt engineering and retrieval logic based on real users.
- Capability Transfer: Your team learns to debug RAG, swap vector DBs, and monitor drift.
The Deliverable
A working, documented tool and an internal team fully trained to maintain and expand it.
Intelligence.
What Clients Are Really Wondering
Can't my internal team just do this?
They probably can—in two years. Your internal team is keeping the lights on. We are here to rebuild the electrical grid while the house is still occupied. We bring the specialized speed you can't hire full-time.
Are you just going to audit us and leave?
No. An audit without execution is just an expensive piece of paper. We identify the rot, and then we put on the hard hats to fix it. We stay to ensure the "fix" actually sticks.
Do you actually code, or just manage?
The person leading your project pushes code. We believe you can't architect a system you haven't touched. We are hands-on operators, not clipboard warriors.