Infrastructure for demand-driven commerce

Your website may be saying no before your business has decided.

Turn Catalogue Blind Spots into Structured Opportunities.

Specify lets customers describe requirements beyond the published catalogue, translates those requirements into a Structured Opportunity, and evaluates them against the business's Capability Map, Constraint Record and human approval process.

Audit one enquiry Try the worked example

See the Catalogue Blind Spot, draft Structured Opportunity and constraint check before entering an email.

No unsupported price, feasibility, production or delivery commitment.

This applies wherever customers need to specify an outcome and the business must evaluate real capability before it can offer it: configurable products, custom interiors, personalised goods, made-to-order manufacturing and specification-led B2B supply.

Read the vision
Original customer requirement Catalogue blind spot, not yet evaluated

We require approximately 18 metres of school lockers with integrated benches, delivered in two phases. The new area must open before 15 August.

Integrated bench configuration
Not represented
Approximate 18-metre run
No standard configuration
Two-phase delivery
Not selectable
Opening before 15 August
Cannot be assessed online

An empty result here would be a Premature No. The website has reached the edge of its published catalogue, not necessarily the edge of the business.

Structured Opportunity Evaluable
Customer objective
School lockers with integrated benches
Approximate run
18 metres
Environment
School
Delivery structure
Two phases
Requested opening
Before 15 August
Drawings
Not supplied
Installation responsibility
Unknown
Material
Not confirmed
Acceptable alternatives
Not yet known
  1. Do you have final room drawings with verified wall dimensions?
  2. Is opening before 15 August fixed, or would a revised phasing plan be acceptable?

The customer request is now an evaluable commercial object rather than an unstructured message.

Capability Map + Constraint Record Constraint record, approved rule
Product family
School locker systems supported
Integrated benches
Supported with technical review
Run length
Requires layout validation
Two-phase delivery
Operational review required
Opening date
No approved capacity evidence

Two-phase delivery may be offered only when operations confirms capacity for each phase.

Draft Decision Record Refer for technical and operations review
Next owners
Technical design and operations
  1. The product family and bench configuration may be viable.
  2. Final drawings and verified dimensions are still required.
  3. The requested opening date cannot be offered without capacity approval.

The opportunity remains open. The date remains unapproved.

Nothing about the factory changed. The website stopped treating a Catalogue Blind Spot as a business decision. That is the shift from catalogue-led commerce to demand-driven commerce.

Try it

This is a Specify storefront, running.

Two different businesses, one platform. Both let a customer describe what they need instead of choosing from what has already been published. Pick one and use it as a customer would.

Built-in storage sold by dimension, material and installation rather than by SKU.

not published yet

This demo is not published yet.

The store behind this tab is still being set up. The other tab is available now.

Your sector is not one of these yet. Become a founding partner

Things worth trying

  • Ask for a run length the catalogue does not list
  • Change the material and watch the constraints update
  • Request a delivery date the store cannot confirm

Start your own

Two questions, and the next screen is the price.

Both demos above are ordinary Specify stores. Setting one up for your own products starts here.

.specify.digital

€1,000 per month. First month free when billing opens. Billing is not switched on yet. Choosing a plan records your choice. It does not start a subscription and it does not charge you.

The Premature No

Did the business reject the request, or did the website simply stop knowing what to do?

A Premature No occurs when a customer request is rejected before the business has properly evaluated whether it can be fulfilled.

The rejection may appear as an empty search result, an unavailable configuration, a rigid filter or a product page with no route to request something different. The website reaches the limit of its published catalogue and treats that limit as if it were the limit of the business.

A Premature No does not mean the request was necessarily viable. It means the decision was made without sufficient information, relevant capability rules or commercial judgment.

Catalogue-led commerce

Customer requirement
Search, filter or configure
Published option not found
Empty result or generic form
Premature No
  • Demand outside catalogue vocabulary is invisible.
  • Viability is not evaluated.
  • Alternatives are not explored.
  • The reason for rejection is not recorded.

Demand-driven commerce

Customer requirement
Catalogue Blind Spot identified
Structured Opportunity
Capability Map + Constraint Record
Informed commercial decision

Demand-driven commerce does not mean producing anything a customer requests. It means serious demand is understood before a responsible commercial outcome is determined.

The same Premature No appears in configurable furniture, custom interiors, personalised products, made-to-order goods, industrial configuration and other forms of capability-dependent commerce.

The evaluable object

One informal request in. One commercially usable opportunity out.

A Structured Opportunity records what the customer wants, what they have specified, what remains unknown, which alternatives they may accept and what action is required next.

Structured Opportunity

Customer requirement

  • Product family or intended application
  • Dimensions or approximate scope
  • Environment
  • Material or finish preference
  • Delivery requirement
  • Files supplied

Known and unknown information

  • Explicit customer facts
  • Generated interpretation
  • Missing information
  • Unverified assumptions

Generated interpretation - verify before use

Acceptable alternatives

  • Different dimensions
  • Another material
  • Revised phasing
  • A modified product
  • A longer lead time
  • Expert recommendation

Applicable evaluation path

  • Existing product
  • Valid configuration
  • Modification
  • Custom quotation
  • Alternative
  • Expert review
  • Responsible rejection

Required next action

  • Ask one or two additional questions
  • Request drawings or evidence
  • Check the Capability Map
  • Apply the Constraint Record
  • Route to a named owner

Submit one enquiry and receive one annotated Structured Opportunity containing:

  • Customer-supplied requirements
  • Missing information
  • The next useful questions
  • Acceptable alternatives to confirm
  • Likely capability path
  • Applicable constraints
  • Required decision owner
  • Preliminary decision state
Audit one enquiry

The Structured Opportunity is the core object of the wider platform: customer intent made usable by a merchant, a production partner, an AI assistant or a connected capability network without losing the evidence and authority behind the decision.

Governed commercial logic

A useful answer requires more than a plausible match.

Specify evaluates each Structured Opportunity against a Capability Map and Constraint Record, then preserves the approved outcome and reasoning in a Decision Record.

Existing or configurable offer available

  • Product family supported
  • Required dimensions within approved range
  • Material and production method available
  • No additional approval required

Present the valid product or configuration.

Human review required

  • Integrated bench option is supported
  • Run length requires layout validation
  • Phased delivery may be possible
  • Technical and operations approval required

Route the Structured Opportunity to the named owners.

Request cannot be offered under current conditions

  • Required dimension exceeds supported production range, or
  • Requested date conflicts with approved capacity rules, and
  • No acceptable alternative has been identified

Create a Decision Record explaining the reason and any responsible alternative.

The purpose is not to guarantee a sale. The purpose is to ensure every serious request can receive an informed, explainable decision. The same governed pattern can extend from one manufacturer's catalogue to connected merchant, supplier and production capability over time.

Measure the Capability Gap

How much customer demand sits beyond what your website can currently understand?

The Capability Gap is the difference between what the business can actually deliver and what its website enables customers to discover, configure or request. Use your own process to estimate where that gap may be visible.

per month
%
%
%

Based on your inputs, approximately 12 enquiries per month may reach a Catalogue Blind Spot and require manual interpretation before the business can decide what is possible.

This does not estimate revenue or conversion. It identifies a possible Capability Gap and the demand pattern a Request Readiness Sprint would examine first.

Test one of those enquiries

Begin with one possible Premature No

See whether the website stopped before the business had enough information to decide.

Start with our example, paste a redacted enquiry or describe a request your company commonly receives outside the published catalogue.

Try the example

Use the locker enquiry and see it move from Catalogue Blind Spot to Structured Opportunity and Decision Record.

Try the locker example

Paste a redacted enquiry

Use the customer's wording after removing names, prices and sensitive project information.

Paste an enquiry

Describe a typical enquiry

Explain a request your company receives when the available product pages or filters do not provide a responsible route forward.

Describe a request

What appears before any email is requested

  • Potential Catalogue Blind Spot
  • Customer-supplied requirements
  • Draft Structured Opportunity
  • Missing information
  • One or two next useful questions
  • Likely capability path
  • One applicable constraint or authority limitation
  • Preliminary decision state
  • Preliminary fit indication

No account or email is required before the preliminary result.

Specify is reviewing early demand patterns to learn where Premature No events and Capability Gaps are commercially significant. Each reviewed request tests the core demand-driven commerce model: intent, capability, constraints, decision and learning.

A controlled commercial experiment

Do not implement demand-driven commerce before the evidence supports it.

The Request Readiness Sprint examines one repeated Catalogue Blind Spot in your business, models the relevant capability and constraints, prototypes the future decision process and produces a Pilot Decision Brief recommending expand, revise or stop. The immediate objective is a useful implementation decision; the wider objective is to prove a reusable commercial architecture for demand-driven commerce.

€2,000

Full Sprint price credited if implementation proceeds.

Customer enquiries you shareA representative set
Catalogue Blind Spot1 repeated pattern
Capability MapDrafted and validated with you
Constraint RecordDrafted and validated with you
Final decisionExpand, revise or stop
Implementation creditFull Sprint price credited

  1. Opportunity Ledger sample

    A structured record of what customers requested, including incomplete, rejected and unresolved demand.

  2. Capability Map

    The governed products, materials, dimensions, modifications, methods and approval paths available behind the catalogue.

  3. Constraint Record

    The rules that determine what can be offered, under which conditions and with whose approval.

  4. Prototype Structured Opportunity

    One real enquiry translated into a commercially evaluable object.

  5. Prototype Decision Record

    The proposed evaluation, outcome, owner and reasoning for that opportunity.

  6. Pilot Decision Brief

    The evidence-based recommendation to expand, revise or stop.

The Sprint is successful when it produces a deliberate decision, even when the decision is not to implement.

Apply for a Request Readiness Sprint Begin with a complimentary audit

Inspect it yourself

Every part of the commercial logic is open to inspection.

Specify does not ask you to take the transformation on faith. Every stage of it runs on this site, with your own enquiry, before you give us anything.

What you can inspect today

  • Identification of a possible Catalogue Blind Spot
  • Translation into a Structured Opportunity
  • Missing-information identification
  • Adaptive questions
  • Draft Capability Map
  • Draft Constraint Record
  • Human review workflow
  • Draft Decision Record
  • Opportunity Ledger structure
  • A complete worked example, end to end

We understand the software, data and commercial handoff. Your experts define the Capability Map, approve the Constraint Record and retain decision authority.

Where this goes

One difficult request today. A different commercial system underneath it.

The same architecture applies wherever dimensions, materials, drawings, installation, phasing, production and approvals cannot be reduced to a product filter: configurable products, custom interiors, personalised goods, made-to-order manufacturing and specification-led B2B supply.

The longer-term direction includes dynamic product matching, a merchant operating system that maintains its own capability, merchant and supplier capability networks, AI-native commerce interfaces, and an ecosystem where new demand-driven companies can be built.

Long-term direction. Not a claim that these capabilities are available today.

Read the Specify vision

Let customers describe what they need before the catalogue decides what is possible.

Audit one enquiry Apply for a Request Readiness Sprint

Remove names, email addresses, prices and confidential project details before submitting.