Event dietary request reconciliation

An MVP, or minimum viable product, is the smallest version that your users can actually work with. It is not a cheap version of the full solution. It is a test, built to answer the questions that decide whether the rest is worth building.

1. Pick the riskiest assumption. Here: will conference catering coordinators use it to solve "dietary requests change after supplier counts are finalized"?
2. Build only what tests it. One team, one use case, a few core modules. People do the rest by hand for now.
3. Run a paid pilot. Agree the acceptance criteria, input limits and reviewer responsibilities before starting.
4. Measure, then decide. Track unconfirmed needs and last-minute corrections. Then expand, change course or stop, with evidence instead of opinions.

MVP scope for this solution. Costed pilot: Administrative matching; no guarantee that meals are allergen-safe. Start with one buyer organization and a bounded set of representative inputs. Implement the first two modules: normalize declared requests; flag ambiguous entries. Support the third task through an assisted review queue: compare menu labels. Handle the remaining required functions manually until validated. Include input upload, source references, user correction, a reviewer approval step and export of caterer-approved dietary service list. Authentication, account isolation, deletion controls and basic operational logging are included. Specialized production certification, live write integrations and broader rollout are not included unless explicitly stated.

After the MVP. After paying customers repeatedly accept caterer-approved dietary service list, automate track changes; request caterer confirmation; export service lists. Add one tested read integration, reusable customer configuration and scheduled repeat delivery. Increase supported formats or teams only when evaluation cases and reviewer capacity cover the new scope. Administrative matching; no guarantee that meals are allergen-safe.

What the build depends on. Explicit state definitions, owner mapping, approval rules, idempotent actions, notifications and recovery procedures. Workflow reliability matters more than fluent text. Obtain representative authorized inputs, an agreed review rubric and a buyer-side owner. Specific scope: Administrative matching; no guarantee that meals are allergen-safe.

Pricing to test

Test USD 750-2,500 setup plus USD 200-800 monthly for one bounded workflow and team. Cap case volume and implementation scope. Larger operational integrations need separate quotes. Prices are hypotheses. For this buyer, package the first sale around reconcile one hundred meal requests and the defined caterer-approved dietary service list. Record actual review effort before offering a recurring allowance. The commercial pilot fee is distinct from the platform development budget.

Message to test

Track declared needs to explicit supplier acknowledgment. Demonstrate the result with reconcile one hundred meal requests for conference catering coordinators. Use a concrete before-and-after example without promising unmeasured savings.

Where to find buyers

Event planners and conference caterers

Lead magnet

Reconcile one hundred meal requests

The first 30 days

1. Week 1: interview five prospective buyers from conference catering coordinators and inspect how they handle dietary requests change after supplier counts are finalized.
2. Week 2: prepare reconcile one hundred meal requests using authorized or synthetic material.
3. Week 3: share the demonstration through event planners and conference caterers and seek one bounded paid pilot.
4. Week 4: measure unconfirmed needs and last-minute corrections, review delivery effort and ask for a repeat purchase. This is a validation schedule, not a promise that the full product can be built in thirty days.

Paid pilot

Agree the acceptance criteria, input limits and reviewer responsibilities before starting. Run reconcile one hundred meal requests and deliver caterer-approved dietary service list. Compare unconfirmed needs and last-minute corrections with the buyer's current process on comparable cases; include corrections, missed issues and reviewer time. Seek payment and repeat use. Stop or revise the scope if data access, accuracy or unit economics fail.

Success metrics

Unconfirmed needs and last-minute corrections

Retention and expansion

Build repeat use around caterer-approved dietary service list. Save approved configurations and review decisions with permission, revisit unresolved exceptions and show progress on unconfirmed needs and last-minute corrections. Offer a recurring volume allowance after repeat demand; expand to adjacent tasks only when the buyer asks and delivery quality remains acceptable.

Why clients would pick it

Customer-specific workflow rules, reliable handoffs, operational history and integrations that make the service part of daily work. For this concept, accumulate permissioned examples and reviewer corrections around track declared needs to explicit supplier acknowledgment. The durable asset is reliable task-specific execution and trusted customer configuration, not access to a general-purpose AI model.

Alternatives and positioning

Shared inboxes, spreadsheets, task boards and existing workflow automation products. Position this concept around track declared needs to explicit supplier acknowledgment. Compare it against the customer's current process on the same representative task. This is proposed differentiation; no exhaustive competitor study or uniqueness claim has been established.

Main delivery costs

Workflow configuration, integration maintenance, model calls, notification delivery, exception support and monitoring. Initial validation additionally budgets for caterer and allergen-process review. Track model usage, storage, reviewer minutes, exception handling and customer support per accepted deliverable.