Automation is cheap.
Making it stick is hard.
We own the hard part.
Forward-deployed engineers
and AI enablers.
Forward Deployed Engineers
Embedded in your operation. Your CAD workflows, your PLM data, your manufacturing constraints. We work from inside, shipping results to production.
AI Enablement Engineers
Your team's interface to the agents. They optimize workflows, iterate on results, ensure adoption inside your operation.
Data Lineage & Audit
Full traceability of design changes and decisions. Compliance-ready from the start.
Access Control
Role-based permissions for teams. Control who can view, edit, and deploy changes.
Purpose-built for
engineering tasks.
Automated CAD workflows, fluid flow analysis, configure-price-quote systems, and full product lifecycle management integration.
Web & data research
Autonomously browses the web, extracts structured data, synthesizes reports from multiple sources with citations.
Code generation & review
Writes, refactors, and reviews code across 40+ languages. Runs tests, fixes bugs, opens pull requests automatically.
Data analysis & insights
Connects to your databases, runs queries, visualizes trends, and surfaces anomalies before they become problems.
Workflow automation
Takes actions across APIs: sends messages, creates calendar events, triggers webhooks, and manages third-party apps.
Map your workflows.
Deploy automation.
Scale without hiring.
Map
Identify critical engineering tasks—CAD runs, analysis, pricing. We document your process.
Connect
Integrate your CAD systems, PLM, ERP, and custom tools. No rework—we meet your stack.
Test
Run pilots on real workflows. Verify results match your specs. Iterate with your team.
Deploy
Launch in production. Agents run 24/7. Your team focuses on strategy, not the grind.
Forward-deployed meets
AI-enabled.
Forward-Deployed Engineers embedded in your operation. AI Enablement Engineers optimizing for adoption. That combination—physical proximity, domain expertise, and AI precision—is why production results happen in days, not quarters.
Embedded & Deployed
Engineers live in your system. They own the outcomes, not the deliverables.
Adoption-First
AI Enablement Engineers make sure your team uses the agents. Adoption is where value lives.
Outcomes-Based
We're measured on your results. Not pilots, not proofs—production work.
Real deployments.
Real results.
PLM Upgrade
Forward-Deployed Version Migration
Forward-deployed engineers validating PLM version compatibility across integrated CAD providers. AI agents with Azure AI Search, custom vectorization, Jira integration. Seven-day consultant back-and-forth reduced to instantaneous.
Product Intelligence
AI-Enabled Catalog Operations
Forward-deployed data science for a top 3 US grocery coop. Custom models, semantic search, and confidence-based routing. AI-enabled engineers built the classification pipeline, then embedded it into daily catalog workflows.
Token Cost Optimization
Multi-Agent API Orchestration
Forward-deployed engineers rebuilt a multi-agent platform for engineering software providers. Intelligent caching, async processing, request deduplication with Inngest, and Google Cloud Run optimization. Cost-driven constraints solved.
From your workflow
to production.
Your designs.
Running 24/7.
Engineering firms across industries are running design workflows, analysis jobs, and quotes automatically. No manual touch points.
Pick one workflow.
We'll ship it.
Let's map your workflows and identify where automation can save your team months per year.
SCHEDULE CONSULTATION