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AlloyPath Systems

Industrial workflow automation and systems integration

Connect the systems that keep work moving.

Workflow automation for manufacturers and industrial businesses. AlloyPath builds focused integrations that move RFQs, quotes and order data between email, spreadsheets, your CRM and your ERP—so estimators can spend more time estimating and less time retyping. Anything involving a price or customer-facing commitment stays under human approval.

30-minute review. You receive a concise written recap. No obligation.

Founder-led
Discovery, build and handover done by one person. No account layer.
Client-owned
Code, accounts, configuration and documentation belong to the client.
Human-approved
Prices and customer-facing messages are approved by a person, by design.

Where quoting time actually goes

The delay is usually in the handling, not the estimating

Estimating a job takes as long as it takes. What stretches the calendar is everything wrapped around it. These are the symptoms worth measuring before anything gets automated.
Intake
RFQs arrive as plain email, forwarded threads, PDF forms, spreadsheet templates and portal notifications. Each format is read and re-keyed by a person.
Bottleneck
One estimator becomes the intake queue. When that person is busy or away, requests wait, and nobody else can see how many are waiting.
Re-entry
The same customer, part number, quantity and date are typed into the quoting system, then a spreadsheet, then an email. Every retype is a chance to transpose a digit.
Follow-up
Quotes are sent and then compete with the next urgent request. Some customers are chased twice, others never.
Visibility
Open quotes and their age are hard to see. The answer to "what is outstanding" lives in one person’s memory and a mailbox.
Routing
Shared-inbox requests wait for someone to read them and decide who owns them, which is unpaid work happening several times a day.

No figures are published here for how much time any of this costs. That number is specific to your shop, and inventing one would be worthless to you.

What gets built

Six workflows, built narrowly and handed over

Each one is a defined piece of work with its own inputs, approvals and exclusions. They are built individually, not sold as a platform.

RFQ intake and routing

Turn incoming quote requests into consistent, reviewable records and get them to the right estimator with the details already filled in.

Inputs, approvals and exclusions

Quote follow-up with human approval

Make sure sent quotes get a follow-up on an agreed schedule, with a person approving every message that reaches a customer.

Inputs, approvals and exclusions

Order entry and system-to-system data movement

Move accepted order details between the systems that already hold them, instead of retyping the same fields two or three times.

Inputs, approvals and exclusions

Shared-inbox classification and triage

Sort a shared mailbox into meaningful categories, assign an owner, and make the backlog visible instead of implicit.

Inputs, approvals and exclusions

CRM and ERP workflow connections

Connect the commercial system and the operational system for a specific, agreed workflow — not as a general-purpose data sync.

Inputs, approvals and exclusions

Workflow visibility and exception handling

Make the state of a workflow legible: what is open, what is stuck, what failed, and who has to act.

Inputs, approvals and exclusions

Demonstration

See how an RFQ is read, checked and routed

An interactive demonstration of intake logic running on synthetic requests: classification, extracted fields, missing information, conflicts, duplicate detection, proposed routing and the audit trail behind it.

What the demonstration shows

11 stages
  • Six prepared requests, including a vague enquiry, a revision and a message that is not an RFQ at all
  • Fields extracted with a stated confidence, and missing fields named rather than guessed
  • Conflicts shown side by side — an email quantity that disagrees with its attachment
  • A proposed route with the rule that produced it, held for human review
  • A structured record and a full audit trail
DemonstrationLimitation

It runs deterministic rules in your browser on synthetic data. It calls no model API and connects to no ERP. It demonstrates workflow design and review — it does not prove extraction accuracy on your documents, and it does not read drawings.

Engagement process

Eight steps, and two of them are free

The paid work starts at the assessment. Everything before it exists so both sides can decide whether the paid work is justified.
  1. 01No cost

    Workflow review

    Understand one workflow well enough to say whether it is worth investigating further.

  2. 02Fixed fee

    Workflow assessment

    Establish whether the automation is feasible, safe and economically sensible before anyone commits to building it.

  3. 03No cost

    Scoped proposal

    Turn an approved assessment into a fixed written scope with no ambiguity about what is included.

  4. 04Quoted

    Build and integration

    Build the agreed workflow against real systems, in accounts the client owns.

  5. 05Quoted

    Shadow-mode testing

    Prove the workflow behaves correctly on real inputs before it is allowed to affect anything.

  6. 06Quoted

    Approval and deployment

    Go live deliberately, with a way back.

  7. 07Quoted

    Documentation and handover

    Make the client independent — including independent of AlloyPath.

  8. 08Quoted

    Support

    Optional, and never a condition of ownership.

Industry workflows

The same words mean different work in each of these

A machine shop’s intake problem is revision churn. A distributor’s is account matching. The workflows are built to the difference.

Machine shops

High volume, high variation, estimator-limited

The same customer sends a request as an email one week and a spreadsheet the next, with different column names each time

What that changes in the build →

Metal fabricators

Drawing packages, revisions, engineering review

A drawing package arrives as a zip file, and revision B of one sheet arrives separately two days later

What that changes in the build →

Manufacturers

Repeat orders, several handoffs, reconciliation

A purchase order is entered into the ERP, then repeated in a scheduling spreadsheet, then emailed to production

What that changes in the build →

Industrial distributors

Enquiry volume, routing, sensitive categories

Availability questions arrive faster than anyone can check stock and reply

What that changes in the build →

Control and ownership

What the automation is never allowed to do on its own

For a buyer, the risk is not that automation fails. It is that it succeeds at the wrong thing quietly. These are the controls that address it.
Human approval
Prices, delivery promises and customer-facing messages are approved by a named person before they go out. Uncertain matches and low-confidence classifications go to a review queue.
Least privilege
Integrations request the narrowest scopes the workflow allows, with read-only access wherever a write is not needed, and separate credentials per environment.
Client-owned accounts
Credentials are created by the client in the client’s own accounts wherever practical, so access can be revoked at any time without waiting for anyone.
Minimal data
Logs record what happened and whether it worked, not message bodies or attachment contents. Retention is agreed in writing and implemented, not promised.
Safe re-runs
Writes carry an idempotency key derived from the source record, so a retry updates the existing record instead of creating a duplicate order.
A way back
Shadow-mode testing before go-live, a narrow first deployment, and a rollback procedure agreed before it is needed.
No compliance claims
No SOC 2, ISO 27001, CMMC or ITAR claim is made, because none is held. Export-controlled and similar restricted data is not accepted through this site.

Who you would be working with

One person, and no pretence otherwise

I am Ali Ahmad. I run AlloyPath Systems on my own, and I am an incoming Computer Science student at the University of Illinois Chicago. The work you would be buying is done by me: the discovery call, the assessment, the build and the handover.

I have built learning projects and working prototypes around the parts of integration work that break in production — API and webhook integrations, OAuth flows, retries, idempotency keys, rate-limit handling and queues for work that needs a human. I have not delivered a paid industrial automation project yet. This site will not claim otherwise, and there are no client logos or testimonials on it because there are none to show.

What that means commercially: projects are scoped small on purpose, the free review costs you 30 minutes, and the paid assessment is fixed-fee and can end in a recommendation not to proceed.

Verified factLimitation

Questions worth asking first

The objections a sceptical buyer should raise

What if the ERP has no API?

That is common, and it is checked during the paid assessment rather than assumed. Plenty of systems still in daily use across manufacturing were never designed to be integrated with.

Where there is no supported API, the workable options are a read-only database view, a scheduled export and import, or file transfer. Carefully controlled UI automation is a last resort, because a layout change or an unexpected dialog can break it.

If the only viable path would be unreliable on a business-critical record, the honest recommendation is not to automate that step. See the integration paths.

Does automation replace the estimator?

No. Estimating judgement stays with the estimator: reading the drawing, deciding process routing, working out whether the job suits the shop, and setting price and lead time.

What can be removed is the work around it — retyping details that already exist in an email, sorting a shared inbox by hand, chasing a quote nobody has updated, and looking the same customer up in three systems.

How are prices and customer messages controlled?

Anything involving a price or a customer-facing commitment stays under human approval. That is a design rule, not a setting to be switched off later.

Follow-up messages are drafted from templates the client has approved, filled with the quote details, and placed in front of the owner to approve, edit or cancel. Automatic sending without approval is not offered as a default configuration.

Who owns the code and the accounts?

The client does. Code, accounts, configuration and documentation belong to the client, and integrations are built in client-owned accounts wherever practical.

The repository is handed over, and so is every credential. Nothing is held hostage on a proprietary platform that would have to be rented indefinitely to keep the work running.

What happens if you are unavailable?

This is a founder-led business, so that risk is real. It is handled by design rather than denied.

Projects are scoped small, built on standard technologies rather than unusual ones, and documented as they are built. The repository, the accounts and the credentials are in client hands, so another developer can pick the work up. Support arrangements state response expectations one person can honestly meet.

What exactly does the free workflow review include?

A 30-minute conversation about one workflow, followed by a concise written recap, normally within two business days. The recap covers the workflow as described, one or two plausible automation opportunities, the important uncertainties, whether a paid assessment appears worthwhile, and a recommended next step.

It does not include a free architecture, a full process map, a detailed integration specification or an implementation plan. Those are the paid assessment, and pretending otherwise would either waste your time or produce something too shallow to rely on.

How is a project scoped?

Scope comes from the paid assessment rather than from a first conversation. The assessment looks at the real systems and a real sample of requests, and produces feasibility findings per integration point, risks, a future-state workflow, and an implementation scope with its assumptions and exclusions written down.

The proposal that follows states acceptance criteria in business terms, so completion is something you can check rather than something you have to take on trust. See how engagements work.

What is deliberately not automated?

Pricing and margin decisions. Customer-facing commitments without approval. Interpretation of technical drawings. Engineering, quality and non-conformance judgements. Credit, terms and account decisions.

Anything involving export-controlled or otherwise restricted technical data is out of scope for the public form and the demonstration. Low-confidence classifications and uncertain customer matches always go to a person rather than to a best guess.

Request a workflow review

Start with a workflow review

Bring one workflow that costs your team time — RFQ intake, quote follow-up, order entry, or a shared inbox. The review covers how it runs today and whether automating any part of it is worth doing.

30-minute review. You receive a concise written recap. No obligation.

Engagement capacity is intentionally limited so discovery, implementation and handover remain founder-led.

30-minute review. You receive a concise written recap. No obligation.