Search and compare 11 scoped offerings by business objective, industry and readiness. Read the required inputs and acceptance checks before preparing an inquiry.
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Scoped service
Start with a business question, a baseline and a decision owner. Agree what success means before selecting tools.
Inputs, outputs and acceptance What to bring Business decision or repetitive task Named sponsor and acceptance owner Authorized sample and process owners Budget, timing, and constraints What the scoped engagement produces Discovery brief Process baseline Delivery scope Acceptance plan How it is checked Scope identifies inclusions, exclusions, dependencies, estimated effort and cost assumptions. Success measures have a baseline, measurement method, owner, and agreed target or an explicit open question. Discuss this need
Scoped service
Bring source totals, periods and metric definitions together so teams can explain differences.
Inputs, outputs and acceptance What to bring Authorized source inventory and samples Business definitions and reporting periods Access and refresh requirements Source control totals What the scoped engagement produces Source register Metric contract Data quality report Model and transformations Report prototype Reconciliation Refresh runbook How it is checked Metric definitions and source totals reconcile or have owned exceptions. The report answers the agreed decision and access, refresh, and failure behavior are demonstrated. Discuss this need
Scoped service
Compare spend and recorded outcomes using consistent windows and explicitly stated attribution limits.
Inputs, outputs and acceptance What to bring Authorized campaign spend and sales data Attribution definition, window, and limitations Channel taxonomy and currency Business question and measurement period What the scoped engagement produces Measurement plan Metric contract Data quality report Performance report Recommendations Experiment plan How it is checked Ratios use consistent totals and attribution is explicit. Observational results are separated from causal claims; missing tracking and uncertainty are visible. Discuss this need
Workflow scoped per engagement
Turn authorized invoice samples into a scoped review workflow. Exceptions and approvals remain visible.
Inputs, outputs and acceptance What to bring Authorized invoice samples and extraction evidence Vendor and purchase-order snapshots Legal entity, currency, duplicate history Approval policy and D365 sandbox owner What the scoped engagement produces Intake contract Extraction evaluation Validation report Review queue Draft mapping Approval and retry design Uat evidence How it is checked Duplicate, low-confidence, totals, vendor, bank-change, and PO exceptions reach review or quarantine. Only approved proposals can enter an idempotent sandbox draft adapter; no posting or payment is automated. Discuss this need
Workflow scoped per engagement
Identify missing customer, product and commercial evidence before a proposed order reaches a reviewer.
Inputs, outputs and acceptance What to bring Authorized order samples and extraction evidence Customer, item, ship-to and price snapshots Credit and availability service evidence Approval policy and D365 sandbox owner What the scoped engagement produces Intake contract Extraction evaluation Validation report Review queue Draft mapping Approval and retry design Uat evidence How it is checked Missing customer, item, commercial, credit, availability, or duplicate evidence holds the order. Draft mapping preserves uncertainty and approval; no sales confirmation or fulfillment is automated. Discuss this need
Scoped service
Agree source ownership, access, reporting architecture, capacity and recovery before connecting environments.
Inputs, outputs and acceptance What to bring Approved tenant and environment inventory Licensing, region, capacity, and identity constraints Data classification and source ownership Recovery, budget, and support requirements What the scoped engagement produces Architecture decisions Access matrix Environment and cost plan Deployment source Validation plan Operations handoff How it is checked D365 transactional authority, Dataverse evidence, and Azure runtime boundaries remain explicit. Infrastructure source is reviewable; environment, licensing, access, rollback, and cost assumptions have named owners. Discuss this need
Scoped service
Map the task, exceptions and human decisions; evaluate a bounded workflow using an authorized sample.
Inputs, outputs and acceptance What to bring Process map, exceptions, and authorized examples Named human reviewers and escalation policy Allowed connectors and environment Baseline time, error, quality, and cost measurements What the scoped engagement produces Process design Workflow source Evaluation set Evaluation results Approval and retry design Adoption and operations plan How it is checked Workflow handles denial, missing data, injected instructions, retries, and duplicate requests. Quality, cost, latency, adoption, and support are measured before expansion; writes require real runtime authorization. Discuss this need
Public preview
Explore four official national price and employment series with periods, sources and reusable CSV snapshots.
Inputs, outputs and acceptance What to bring Existing /api/market-pulse contract and code Official PSA source references Observed payloads and source publication dates Current monitoring and refresh configuration What the scoped engagement produces Source register Freshness audit Reconciliation Monitoring runbook How it is checked Publication period, retrieval time, and cache age are distinct; unavailable data is never zero. Existing four-metric PSA model and refresh pipeline are reused and freshness claims match observed behavior. Discuss this need
Planned — not live
A planned pilot for like-for-like offers with source dates, pack sizes, locations and eligibility. Fictional walkthrough available.
Inputs, outputs and acceptance What to bring Authorized public source allowlist Comparable product, location, and currency definitions Timestamped evidence captures Coverage limits and collection permission What the scoped engagement produces Collection plan Evidence register Comparison report Coverage and limitations Pilot acceptance plan How it is checked Every observation has a source and capture time; restrictions and collection failures are respected. Missing observations do not prove a promotion ended; launch remains planned until separately accepted. Discuss scope and dependencies
Planned — not live
A planned evaluation of mentions, citations and factual accuracy across a defined set of AI questions and providers.
Inputs, outputs and acceptance What to bring Approved prompt panel and language/market scope Existing CITED harness and provider availability Dated raw answers and citations Repeat policy and brand claim sources What the scoped engagement produces Measurement plan Capture manifest Harness results Claims and limitations Remediation backlog How it is checked Provider, model, date, repeats, failures, and source provenance accompany every score. Unavailable providers and synthetic captures are labelled; no guaranteed ranking or live-product claim. Discuss scope and dependencies
Proposed — not accepting participation
A proposed community programme for checking sources, privacy and responsible participation; no contributions are accepted.
Inputs, outputs and acceptance What to bring Audience, language, accessibility, and session purpose Named delivery partner and facilitator Verified learning sources and local referral contacts Privacy and safeguarding requirements What the scoped engagement produces Programme brief Session plan Participant materials Facilitator guide Privacy and safeguarding plan Feedback and evaluation How it is checked Materials are accessible, sourced, and reviewed by an appropriate facilitator. No invented partners, donation mechanism, booked session, or legal/medical guarantee is advertised. Discuss scope and dependencies
