Manufacturing and Industrial
AI-Native Agency for Manufacturing
We design, build, and run AI-native workflows for manufacturers, plant managers, supply chain leaders, quality teams, and industrial sales teams. Every engagement is scoped, priced, and shipped end-to-end by our team. Below is the catalogue of manufacturing engagements we deliver, grouped by the outcome they target.
Early access: we work with a small first cohort. Engagements are scoped, priced, and shipped end-to-end by our team — not referred to third parties.
Core systems we integrate
ERP, MES, QMS, PLM, SCADA, CRM
Risk lens we govern
production downtime, quality escapes, worker safety, IP protection, and supplier reliability
KPIs we report against
OEE, scrap rate, quote cycle time, on-time delivery, and cost of quality
How we run a Manufacturing engagement
Phase 1 · Weeks 1–2
Discovery
We map the workflow, the systems, the decisions, and the baseline metrics. Output: a scoped statement of work.
Phase 2 · Weeks 2–4
Design
We design the operating model: data access, retrieval, prompts, review queues, controls, and the KPI dashboard.
Phase 3 · Weeks 4–8
Build
We ship a production thin slice on real data, with versioned prompts, evaluation harness, and human review.
Phase 4 · Weeks 8+
Run
We run the workflow with you weekly, expand into adjacent work, and report against baseline.
Manufacturing engagements we deliver
Each engagement page below describes a scoped workflow with pricing, controls, and the KPIs we commit to. Use the filter to narrow by company size.
25 engagements
Customer Experience
Customer Service Automation
reduce support volume while improving response quality for manufacturing.
Revenue & Growth
Sales Prospecting
build qualified pipeline without adding linear SDR headcount for manufacturing.
Revenue & Growth
Lead Qualification
separate serious buyers from noise faster for manufacturing.
Revenue & Growth
Content Marketing
publish better expert content at a higher cadence for manufacturing.
Revenue & Growth
SEO Landing Pages
capture long-tail demand with useful pages at scale for manufacturing.
Revenue & Growth
Paid Media Operations
improve campaign learning speed and creative throughput for manufacturing.
Revenue & Growth
Lifecycle Marketing
increase retention and expansion through personalized journeys for manufacturing.
Revenue & Growth
Revenue Operations
make revenue data cleaner, faster, and easier to act on for manufacturing.
Operations & Throughput
Finance Back Office
reduce manual finance work without losing control for manufacturing.
Operations & Throughput
Procurement Automation
buy faster while improving supplier discipline for manufacturing.
Operations & Throughput
Supply Chain Planning
make demand, inventory, and exception decisions more proactive for manufacturing.
Customer Experience
Field Service
increase field productivity and reduce repeat visits for manufacturing.
Risk & Compliance
Compliance Operations
turn regulatory work into a traceable operating system for manufacturing.
Operations & Throughput
Document Processing
extract meaning from documents at scale for manufacturing.
Risk & Compliance
Contract Review
speed up legal and commercial review while protecting standards for manufacturing.
Operations & Throughput
HR Employee Support
answer employee questions consistently and reduce HR ticket load for manufacturing.
Operations & Throughput
Recruiting Operations
increase recruiter capacity without sacrificing candidate quality for manufacturing.
Knowledge & Insight
Training and Enablement
make teams productive faster with adaptive learning for manufacturing.
Knowledge & Insight
Knowledge Management
make institutional knowledge searchable and actionable for manufacturing.
Knowledge & Insight
Data Analytics
turn raw data into faster operational decisions for manufacturing.
Risk & Compliance
Quality Assurance
detect quality issues earlier and standardize review for manufacturing.
Knowledge & Insight
Executive Reporting
give leadership clearer operating visibility with less manual reporting for manufacturing.
Knowledge & Insight
Product Operations
connect feedback, roadmap, launch, and support data for manufacturing.
Customer Experience
Personalized Onboarding
help new customers reach value faster for manufacturing.
Risk & Compliance
Fraud and Risk Triage
prioritize risky activity before it becomes expensive for manufacturing.
Filtering is a guideline based on typical fit, not a hard rule. We ship engagements at every company size.
Adjacent industries
Start the engagement
Book a discovery call for Manufacturing
Tell us which workflow you want to attack first, the systems involved, and the KPI you want to move. We'll send a scoped statement of work within 5 business days.