Core Engineering
Build the production-grade system — modernize without a risky rewrite, and ship agentic automation that actually reaches production.
The bottleneck isn’t the model — it’s production engineering.
Frontier models get you an impressive demo, but not a dependable product. Four failure points break most AI in production:
Core Engineering closes that gap.
- Reliability — autonomous, multi-step agent workflows break down at scale.
- Data quality — RAG assistants integrate with stale, incomplete or ungoverned data.
- Accountability — customer-facing and back-office automations lack accuracy guarantees.
- Privacy & cost — running everything on frontier cloud APIs creates data-privacy risk and unsustainable cost.
Two offerings.
AI-Ready Modernization
Solves high tech debt and slow products — architecture, testing, cloud and mobile brought current in phases, without a risky rewrite.
Agentic Workflow Automation
We assign AI to specific operational roles, with a human in control of every action.
AI assigned to specific operational roles.
Instead of one general-purpose bot, we deploy focused AI counterparts alongside your people:
- Floor Clerk — reads handwritten data and files structured digital records automatically.
- Production Lead — monitors output, efficiency and shift performance in real time.
- Quality Lead — provides constant domain oversight and automated inspections.
- Maintenance Lead — tracks machine health to predict failures before they happen.
- Chief of Staff — delivers a morning briefing on what happened and what needs a decision.
Secure, on-premise AI automation.
ProcessWeave turns hours of manual handling into minutes — without your data ever leaving your infrastructure.
Three steps to private, in-house AI.
Start with frontier models where policy permits; orchestrate agents on modest hardware. Fast proof, low cost, no big upfront bet.
Move suitable workloads to local models. Sensitive data stays on-site and cost per call drops.
Complete on-premise AI at scale on dedicated hardware — fully local, low-power, cloud-independent.
See it running in production.
One example: AI roles automate shop-floor reporting and give leadership live visibility — every action approved by a person. The same governance we'd bring to your product.
HUMANS ALWAYS APPROVE · AGENTS NEVER ACT AUTONOMOUSLY
Records Clerk
Production Manager
Quality Manager
Maintenance Manager
Chief of Staff
Let's talk about your product roadmap.
What Happens Next?
- Schedule a discovery session with our product expert
- We gather all your requirements to best estimate your project
- You get a proposal with cost and timeline we stick to
