PATTERN AND ALLOY SPECIFICATION

AI agent for independent metal casting foundries

Keep the pattern, melt and delivery in step. Your AI agent runs the order desk.

Complete ten casting orders through patterns, finishing and customer delivery.

A specialised AI agent you can ask for more. Chat here on the site.
$149.00/month, including $60.00 in monthly credits. Monthly subscription. Before tax.

Specialised AI agentYour own report presetNo connection needed to begin
Pattern to casting registerCOLLECTION / 155
A casting keeps its pattern and batch identity.ILLUSTRATIVE STUDY
YOUR SPECIALISED AI AGENT

One place for pattern and casting-specification reconciliation, batch and finishing coordination, casting-record and delivery closure.

MADE FOR YOUR WORKDAY

Start with work already on your desk

Your first useful assignment.

Share the relevant records in your regular Teams chat and give your specialist an outcome. No model or tool choices to make first.

Get my AI agent →
YOU COULD ASK
“Use my records to prepare pattern and casting-specification reconciliation. Reconcile the details, save the working files and show me what needs following up.”
  • Pattern and casting-specification reconciliation
  • Batch and finishing coordination
  • Casting-record and delivery closure

A useful first result
Pattern and casting-specification reconciliation, with supporting references and outstanding details kept together.

Example assignment, not a promised delivery time. Your agent works from the records and access you provide. Add connections when you want it to act in other systems.

A conversation at your desk

Complete ten casting orders through patterns, finishing and customer delivery.

This example shows an established working setup: the agent already knows the business and has the records and connections listed below. Hand over the assignment and it carries the work through to saved results.

Illustrative project · configured agent at work

A configured agent with pattern records, alloy specifications, batch plans, finishing suppliers and foundry inspection sheets.

  • Pattern and casting-specification reconciliation
  • Batch and finishing coordination
  • Casting-record and delivery closure

A working specialist can handle the project, with a configured team sharing the work where available. This is an example of what you can build up to, not a first-launch conversation. Timing and usage depend on the assignment.

  1. Metal casting foundry owner

    Complete ten casting orders through patterns, finishing and customer delivery. Reconcile the sources, coordinate the dependencies and follow the work through to completed delivery and saved reporting.

  2. Your AI agent · AI Agent Store

    One pattern needs repair and two orders share a delayed machining slot. I’m tracing the conflicting references, coordinating the affected people and updating the working schedule while the unaffected work continues.

    Work in progress
  3. Metal casting foundry owner

    Separate accepted castings from rework in the delivery forecast.

  4. Your AI agent · AI Agent Store

    The ten order packs reconcile pattern revisions, actual batch findings, rework dispositions and customer delivery receipts. The working files and dashboard now reflect the recorded outcomes.

    Later · delivery and saved results

PATTERN AND ALLOY SPECIFICATION

A working brief for your AI agent.

Bring the customer and casting reference and pattern and alloy specification into one working record. Your specialist uses your specifications and follows changes through inspection recorded and castings dispatched.

AI

Your AI agentPrepared for independent metal casting foundries

Pattern to casting register / 155EXAMPLE, NOT LIVE ACTIVITY

An example record for customer and casting reference, pattern and alloy specification, foundry position, castings ordered.

01C01802C02403C033

The useful next step

Pattern and casting-specification reconciliation

Prepare pattern and casting-specification reconciliation from the available records. Save the supporting references and mark any missing details so the next step stays clear.

The details your specialist follows

A casting keeps its pattern and batch identity.

Follow each customer and casting reference through the working record. The example below shows how references, dependencies and resolutions stay together, so you can trace what changed and what happens next.

Keep an eye on: pattern revision gaps, delayed repairs, finishing capacity and unmatched batch test records.

Illustrative working document · your records start empty

CastingDependencyBatch evidence
C018Pattern repairRevision retained
C024Outside machiningSlot completed
C033Rework quantityAccepted count reconciled
Active pattern to casting register3
Castings ordered900 castings
Inspection recorded2

Illustrative project figures. Your agent maintains working records in normal Files and Tasks and reports completed work in Teams Dashboards. Ask it to adapt those records and reports as your workflow changes.

Built around the details that matter

Pattern and casting-specification reconciliation. With the right questions already in mind.

Your foundry order desk keeps customer and casting reference linked to pattern and alloy specification. It carries batch and finishing coordination through to casting-record and delivery closure, with the actual records kept together.

01

Pattern and casting-specification reconciliation

Pattern and casting-specification reconciliation. Keep the source details and outstanding dependencies together.

02

Batch and finishing coordination

Batch and finishing coordination. Track changes against the same job reference.

03

Casting-record and delivery closure

Casting-record and delivery closure. Save the outcome and carry the next steps into your working records.

From enquiry to a useful next step

Pattern to casting register. Your way of working.

01

Casting brief received

Add a job reference and the details you already know.

02

Pattern reconciled

Customer and casting reference and Pattern and alloy specification, ready to check.

03

Batch scheduled

Give your specialist the outcome and let it carry the work forward.

04

Inspection recorded

Keep working records in Files and Tasks.

05

Castings dispatched

Keep the job and its next steps together.

Ask your specialist to maintain your working records in Files and Tasks and adapt the reports in Teams Dashboards. These are the regular platform tools, prepared for your business. Connections to other systems are optional.

A small tool for a real job

Castings in the programme. Before the back-and-forth.

Pattern revision gaps, delayed repairs, finishing capacity and unmatched batch test records.

Try the numbers, then bring the confirmed brief to your specialist. Start with a reference such as “Job 104”—you do not need to upload your customer database.

  • Customer and casting reference
  • Pattern and alloy specification
  • Foundry position
  • Castings ordered

Try your own numbers

Castings in the programme

900castings in the programme

Planning arithmetic from your inputs. Your specialist can turn the confirmed details into a working brief. This is not a quote or capacity commitment.

Prepared for your business

The numbers behind your foundry order desk.

Six useful measures, ready in your regular Teams dashboard. Your specialist keeps them up to date from the real work and records it can access. Ask it to change a measure, add a report or investigate what is behind a result.

01

Recorded total · castings

Accepted castings dispatched

What this measures

Actual completed castings in pattern to casting register, recorded once per source job and completion line. Use observed quantities from pattern records, alloy specifications, batch plans, finishing suppliers and foundry inspection sheets; planned quantities, duplicate updates and illustrative figures are excluded.

02

Recorded cases · cases

Foundry orders completed

What this measures

Completed casting-record and delivery closure cases with the required delivery evidence and follow-up reconciled. Count once per original case identity; reopening does not create another completion.

03

Recorded cases · cases

Resolved dependency cases

What this measures

Distinct issues concerning pattern revision gaps, delayed repairs, finishing capacity and unmatched batch test records. Count only cases with documented resolution, once per source issue; messages and reminders are not separate resolutions.

04

Average · days

Pattern readiness to completed casting dispatch

What this measures

Elapsed calendar days for pattern readiness to completed casting dispatch, using actual start and completion timestamps for the same case. Record one duration per completed case; pending work and missing timestamps are excluded.

05

Observed rate · %

Castings accepted at first recorded final inspection

What this measures

Castings accepted at first recorded final inspection divided by all assessed cases with a known outcome under the same recorded criterion. Record one met or not_met outcome per case and review window; unassessed or pending cases are excluded.

06

Observed rate · %

Agreed casting delivery dates met

What this measures

Agreed casting delivery dates met divided by completed cases with both a recorded agreed deadline and actual completion time. Keep the promise in force when the work was committed; do not move it retrospectively to turn late work into on-time work. Exclude unknown deadlines and pending cases.

Your reports start empty. Figures reflect observed work in the selected period; missing records are not treated as measured zeroes. Current jobs, schedules and stock stay in your working files and tasks. You and your agent can adapt the dashboard as your business changes.

Keep the tools that already work

Specialised in your trade. Open to your next idea.

Your AI agent starts with the details of your business already in mind. The three workflows are starting points. Ask it for help with another task in the same conversation.

An AI agent prepared for your business

The starting instructions, intake questions and working rules already match independent metal casting foundries. Add your service list and one example of your tone when you are ready.

Give your agent the whole job

Give your agent an outcome, the access it needs and your budget. It handles routine decisions and follows through in your connected tools, asking when a missing business decision needs you. Set or change your own boundaries whenever you want.

Ask beyond the starting workflows

Ask it to compare suppliers, prepare customer updates or analyse recurring issues in your pattern to casting register. It can take on a wider assignment in the same conversation. Give your agent another task in plain language. What it can carry out depends on the tools you connect and the access you choose.

Recommended starting plan

Your AI agent for independent metal casting foundries.

Begin with one specialist and a report preset for your business. After setup, your regular Agent Teams conversation opens. No tool selection before your first conversation.

$149.00/month

Capacity for 3 running agents · 250 active hours per month

Start my AI agent →

A clear starting total

$149.00 before tax today and monthly, including $60.00 in Platform Credits after the first payment and each paid renewal.

Unused credits roll over. AI usage draws from your balance; additional credits are available when needed. $0.15 applies per active hour beyond the included allowance. Optional voice and other services cost extra.

Hosting availability is checked before payment. Create your account, confirm your monthly subscription, then start chatting when your specialist is ready. Your instructions and dashboard are prepared automatically after payment.

Automatic top-ups start off. Buy credits manually or set automatic top-ups and spending limits in your account. Keep the full Teams controls for models, connections and supported settings.

Before you begin

At your foundry order desk.

Can it separate accepted castings from rework?

Preserve pattern ownership, revision, alloy specification and customer casting identity. Keep melt and batch references attached to recorded test results. Coordinate pattern repairs, casting, fettling and outside machining. Reconcile actual accepted castings separately from rejects and rework.

Is this only for the three tasks shown?

No. This is an AI agent specialised for independent metal casting foundries, with three prepared workflows to get you started. You can ask for writing, research, planning, analysis or another task in the same chat. It can make routine decisions and carry the work through using available tools. You set its boundaries; it asks when a real business decision or missing access needs you.

What happens after I subscribe?

After payment, we prepare your AI agent for independent metal casting foundries, its workflows and your pattern to casting register dashboard. Your regular Agent Teams chat opens when setup is ready. Files, Tasks, settings and billing work the same as for other customers. Reports start empty and count actual reported work; the examples above are illustrative.

Do I need to connect email or messaging?

No. Prepare your first brief and draft here. Connect external channels later when you want the specialist to work there.

Does this replace my existing business software?

Use it alongside your current tools for preparing work and organising jobs. Live stock, availability, sending and payment records require a verified connection or your own confirmation.