Disconnected context
ERP, engineering files, supplier communication and workbooks never form one reliable operational picture.
Industrial AI execution layer
One execution layer for the entire factory.
Anvil connects engineering, quality, procurement, planning and production—turning fragmented data, documents and decisions into controlled action.
Connects existing systems Human-governed Fully traceable
H94929A · Rev FDrawing
Built for complex discrete manufacturing
Aerospace & defenseIndustrial equipmentPrecision manufacturingHigh-mix operations
01 / The operating gap
The factory runs on systems. The work between them still runs on people.
Manual coordination
Experts spend their time chasing information, reconciling changes and moving decisions between functions.
Late exceptions
Risk becomes visible only after a delivery slips, a requirement conflicts or production is already blocked.
Knowledge dependency
The logic that keeps work moving lives with a few experienced people and cannot scale with the operation.
02 / The platform
From fragmented signals to governed execution.
Anvil creates one operating context around the systems manufacturers already run, then gives domain-aware agents the tools and boundaries to act.
01
Connect
Bring together ERP, engineering files, email, supplier data and operational systems.
02
Understand
Build shared manufacturing context from documents, data, rules and institutional knowledge.
03
Decide
Apply domain-aware agents, SOPs and deterministic rules to each operational decision.
04
Execute
Coordinate actions across teams and systems—not just generate another recommendation.
05
Govern
Keep approvals, evidence, permissions and a complete audit trail around every action.
Shared manufacturing ontology
Parts, suppliers, requirements, operations, decisions and commitments connected in one context.
SystemsContextAgentsAction
03 / Product suite
One operating layer. Multiple execution products.
Start with the workflow where delay and manual effort are most expensive. Expand on shared context, integrations and governance.
Flagship productIn pilot
Anvil Engineering
Engineering readiness, starting with Casting.
Turn drawings, specifications and contract reviews into a validated job record and controlled production package—with evidence beside every engineering decision.
Requirement extractionConflict & revision detectionEngineer HITL reviewControlled document generation
InputsDrawing + contract review
Decision layerRules + AI + engineer
Outputs3 controlled documents
ControlEvidence + approval + history
Design partner workflow
Supplier Operations
Track confirmations, committed dates and changes. Escalate only the exceptions that need a person.
Design partner workflow
Sourcing
Move from customer BOM to comparable RFQs, approved alternates and buyer-ready sourcing packages.
Design partner workflow
Material & Supply Risk
Identify EOL, PCN, lead-time shifts and shortages—and show their impact on the production plan.
Design partner workflow
Engineering Change Execution
Detect revision impact, update affected outputs and coordinate implementation across functions.
Design partner workflow
Program Execution
Track milestones, dependencies, customer commitments and production-readiness blockers.
04 / Integration layer
Connect the systems you already run.
Anvil is designed to operate across the existing manufacturing stack—not replace it. Integrations bring context in and allow approved actions to move back into the systems of record.
Integration availability is defined per deployment
SAP
Priority
ERP & MES
PLM & QMS
Email & Documents
Supplier Portals
Databases & APIs
Execution control3 need approval
Supplier confirmation recordedEvidence attached · PO 47122
View evidence ↗Committed date changedProduction plan impact detected
View evidence ↗Approved alternate suggestedSourcing rule ALT-018
View evidence ↗Engineering package releasedApproved manually by O. Avnon
View evidence ↗05 / Governed autonomy
Agents that act within manufacturing boundaries.
Anvil automates the coordination work around production while keeping people in control of the decisions that carry engineering, financial or operational risk.
Evidence-linked
Every decision points back to data, a document or a rule.
Human-in-the-loop
Approvals are routed according to risk and responsibility.
Permissioned actions
Agents operate only inside defined systems and policies.
Reproducible history
Inputs, rules, actions and outputs remain versioned.
06 / Flagship proof
A production package. Not another AI report.
The Casting workflow produces controlled, reviewable manufacturing outputs—and proves the operating model Anvil can extend across the factory.
Anvil Engineering / Controlled output
REV 01Card 1
Ready for approval
Anvil Engineering / Controlled output
REV 01Card 2
Ready for approval
Anvil Engineering / Controlled output
REV 01Technical Instructions
Ready for approval
07 / Built to expand
Start with one workflow. Build the operating layer.
Every implementation adds reusable context, rules and integrations—allowing Anvil to expand from engineering readiness into coordinated execution across the operation.
01Engineering
02Quality
03Planning
04Procurement
05Production
Design partnerships
Choose one critical workflow.
Prove the value.
Tell us where engineering or operational coordination slows production down. We will define a focused pilot with clear inputs, actions and success metrics.