Applied AI Engineering
We build AI systems
that work.
Strategy. Engineering. Production. Outcomes.
From pilot to production in 90 days.
AI Basecamp // Free 7-stage program. Go from AI-curious to AI-capable.
7 stages. From foundations to production. No cost, no commitment.
Trusted by enterprise leaders, including
The production gap
Excited about AI.
Stuck in pilots.
Your AI demos work. Your board is bought in. But the gap between a successful pilot and a production system generating real business value is where most companies stall. Consultants hand you strategy decks. Engineering shops build disconnected tools. Neither delivers outcomes.
Spearhead exists because that gap is where the value lives.
One team. Strategy
through production.
The people who design your AI strategy are the people who build and deploy it. No handoffs. No gaps. No science projects.
Strategy
We identify where AI creates the most measurable value for your business. Not a 200-page report. A focused assessment tied to specific financial outcomes.
Engineering
Production systems, not prototypes. We build generative, agentic, and physical AI solutions on enterprise platforms with governance designed in from day one.
Outcomes
We measure success in dollars, not demos. Every engagement starts with a quantified business case and ends with measurable impact you can report to your board.
Pod-based delivery. Forward-deployed teams that implement, not just advise. Every engagement is staffed as a pod: the right skills, the right chemistry, the right hierarchy for the specific outcome. Never solo consultants. Always Spearhead teams working inside your systems, your data, your workflows. When we leave, the capability stays.
What production
looks like.
Real outcomes from real engagements. Measured in dollars and deployed in workflows.
AI discovery and production across R&D and manufacturing
Cross-functional AI discovery and engineering roadmap for a global biopharma leader. Identified, prioritized, and began building high-value AI applications across R&D, manufacturing, and commercial operations.
AI compliance and audit automation platform
Engineered a production AI system for a federal financial institution. Automated compliance workflows, audit preparation, and regulatory reporting where accuracy is non-negotiable.
Agentic AI system for logistics operations
Deployed production agentic AI for a global air cargo carrier. Autonomous agents handling route optimization, exception management, and operational scheduling in real time.
Enterprise AI across product development
AI strategy and production system engineering for a global semiconductor leader. Deployed AI applications across product development, manufacturing yield, and enterprise operations.
Agentic AI for cloud and incident management
Engineered an agentic AI system for cloud monitoring, incident triage, and automated remediation. Autonomous agents detect anomalies, classify incidents, and execute remediation playbooks.
AI for manufacturing and service operations
Strategic AI roadmap with production engineering for a global semiconductor equipment manufacturer. Prioritized use cases tied to yield improvement, predictive maintenance, and field service automation.
AI procurement system for supplier optimization
Built an AI-powered procurement intelligence system analyzing spend across 100+ regional vendors. Production system embedded in existing workflows, identifying consolidation paths automatically.
AI-powered demand and operations intelligence
Built production AI systems for a national specialty retailer. Demand forecasting, inventory optimization, and customer intelligence embedded directly into store and supply chain operations.
Production AI for technical services operations
Engineered an integrated AI system replacing fragmented pilots across technical services. Built from strategy through deployment with governance and FinOps embedded from day one.
APPLIED AI FRAMWORK
The operating system for AI that ships.
Nine steps from assessment to enterprise scale. Built from AI engagements across domains and industries. Covers the full AI stack: architecture, engineering, governance, and operations. This is not theory. This is how production AI gets built.
Map value
Identify where AI creates maximum business impact
Quantify ROI
Build the financial case before building the system
Design for adoption
User experience determines AI success, not algorithms
Architect the stack
Full-stack AI architecture: RAG pipelines, agentic systems, Graph RAG, MCP integration, model selection, and enterprise platform design. Right architecture for the use case.
Build and deploy
Full-stack AI engineering teams. Production code, not prototypes. Deployed into your environment, integrated with your systems.
Govern by design
Compliance, security, and ethics built in from day one
Manage AI costs
FinOps that keeps AI investment efficient at scale
Drive adoption
Change management that makes AI stick in the organization
Expand enterprise-wide
From lighthouse project to production at scale
Technology alliances
We build on platforms you already trust.
Spearhead maintains engineering partnerships with leading cloud, data, and AI platforms. We are certified, trained, and actively building on these technologies in production. When we architect a solution, we select from platforms we know deeply, not vendor lists.
AI Bootcamp
Build AI capability inside your organization.
An intensive program designed for leaders, individual contributors, and product managers who need to move from AI-curious to AI-capable. Not a generic course. A certification program built from real enterprise AI engagements.
- Applied AI strategy for business leaders
- Hands-on workshops with production use cases
- Certification recognized across industries
- Formats: 1-2 day intensive or ongoing transformation program
Format
Intensive
1-2 days in-person, with optional ongoing office hours
designed For
Leaders & Builders
Executives, product managers, and technical leads
After the bootcamp
Build, Not Just Learn
Participants go on to build production AI systems, drive change management, and move from roadmap to deployment
The Agentic enterprise
The AI briefing
for leaders who ship.
A daily intelligence briefing that tells enterprise leaders what moved in AI, what it means, and what to do about it.
No spam. Unsubscribe anytime.
Free: AI Basecamp
Go from AI-curious to AI-capable.
A structured 7-stage program that takes you from AI foundations through governance, building, and cutting-edge tools. Designed as the on-ramp to Spearhead's AI Bootcamp.
"Most AI consulting is a transfer of risk from the client to a strategy deck. We built Spearhead to be the opposite: a transfer of capability from our team to yours. If your AI is not in production, it is not real."
Your pilots are waiting
to become production.
Let's talk about what that looks like for your business.