Solution Database / Management
Agency delivery dashboard
Project, staffing and financial views do not reconcile. Combines delivery context with transparent project economics.
01The offer
For owners of small creative and technical agencies, turn project status, time records and approved budgets into agency management dashboard and action brief. Address the recurring problem: project, staffing and financial views do not reconcile. The value hypothesis is a more complete, reviewable deliverable with less repeated preparation; the pilot must establish whether that benefit is real.
- For
- Owners of small creative and technical agencies
- Takes in
- Project status, time records and approved budgets
- Delivers
- Agency management dashboard and action brief
- Message
- Agency delivery dashboard for owners of small creative and technical agencies. Combines delivery context with transparent project economics. Demonstrate the claim through a reconciled delivery and margin report.
- Lead magnet
- A reconciled delivery and margin report
02How it works
- Match project identifiers
- Reconcile budgets
- Track milestones
- Compare planned effort
- Highlight scope changes
- Produce owner briefs
Workflow
Agree definitions, import authorized data, validate coverage and identifiers, compute transparent measures, group relevant evidence, review findings, assign investigations or improvements, and repeat on a comparable period. Start with project status, time records and approved budgets and finish with agency management dashboard and action brief.
AI and people
Classify text, summarize evidence and propose explanations to investigate. Compute financial or operational measures with deterministic code. Separate observed patterns from causal claims and preserve examples that contradict the summary.
Screens
Key screens: Delivery overview, margin detail, capacity view. Open with a compact overview and filters for the relevant period or segment. Let users drill from each theme or metric into underlying records. Keep source definitions and missing-data notes near the result. Use an action panel to assign investigations and record what was learned. In this product, the first view is delivery overview, followed by margin detail and capacity view.
Admin
Dataset permissions, field mappings, metric definitions, source drill-down, saved filters, reviewer annotations, recurring reports and action ownership.
03Market gap
Alternatives buyers use today
Analysts, business intelligence dashboards, spreadsheets and general text summarization tools. Differentiate on this specific proposed advantage: combines delivery context with transparent project economics. Test it against the buyer's current method on the same task. Competitor coverage and uniqueness have not been established.
Where this wins
Domain-specific definitions, trusted source mappings and a history connecting findings to actions and observed results. For this solution, build around combines delivery context with transparent project economics. This advantage requires execution and accumulated customer trust; the base model alone is not a defensible asset.
04Why now
Management teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: project, staffing and financial views do not reconcile.
05Proof & signals
Channels where buyers gather: Agency owner networks. Metrics that prove it works: Data reconciliation, decisions taken.
Paid pilot
Analyze one historical period and review findings with the responsible domain owner. Reconcile headline measures, inspect counterexamples and ask the buyer to choose a concrete follow-up action. For this solution, use project status, time records and approved budgets and evaluate agency management dashboard and action brief. Agree success thresholds with the buyer before starting; collect a baseline for data reconciliation, decisions taken. A positive signal is payment and repeat use with acceptable quality and delivery cost, not a favorable demo reaction alone.
06Execution plan
MVP
Begin with owners of small creative and technical agencies and one recurring use case. Build the first two modules: match project identifiers; reconcile budgets. Provide operator assistance for the third module: track milestones. Deliver agency management dashboard and action brief through a manual review queue. Perform other necessary full-scope functions manually during the pilot. Include all applicable access, accuracy and professional-review controls from the start.
First 30 days
Week 1: interview five prospective buyers in this segment: owners of small creative and technical agencies. Ask to see a recent example of the problem and their current process. Week 2: prepare this demonstration using authorized or synthetic material: a reconciled delivery and margin report. Week 3: present it through agency owner networks and seek one narrowly scoped paid pilot. Week 4: review data reconciliation, decisions taken, total delivery effort and a concrete renewal decision before increasing scope.
After the pilot
After paid pilots establish value, automate the remaining modules: compare planned effort; highlight scope changes; produce owner briefs. Add one validated source integration, reusable customer configuration and recurring delivery. Expand to additional teams, document formats or languages only after testing the new scope.
Retention
Repeat the same definitions each reporting period and track whether findings lead to useful action. Expand data sources without breaking historical comparability.
Integrations
Team updates, calendars, project records and agreed management routines. Read-only business data exports, reporting databases and task trackers. Reconcile source totals before scheduling recurring data refreshes. These are candidate integration categories, not verified supported connectors.
07Investment and running costs
| Phase | Scope | Time | Budget |
|---|---|---|---|
| MVP | One buyer segment, one recurring use case; first modules: match project identifiers; reconcile budgets. Manual review in the loop. | 5 days | $9,000 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 6 days | $11,000 |
| Full product | Remaining modules: compare planned effort; highlight scope changes; produce owner briefs. Self-serve onboarding, billing, monitoring and the wider integration set. | 2 weeks | $15,500 |
| Total | $35,500 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $30–$60 | $80–$160 | $110–$220 |
| Full product (about 50 customers) | $110–$210 | $880–$1,750 | $990–$1,960 |
Revenue model to test
Test USD 500-2,000 for an initial analysis of one bounded dataset. Offer USD 250-1,000 monthly for repeat reporting at agreed volume. Data cleanup and specialist analysis are separately priced. These are test ranges.
Cost drivers
Data preparation, reconciliation, classification, expert interpretation, customer-specific definitions and recurring reporting support.
Safeguards
Confirm owners, decisions and commitments. Keep employee discussion notes access-controlled and avoid covert individual performance inference. Validate source access and reviewer availability during the pilot. Maintain customer-level access, data deletion controls and a record of final approvals.
Take it further
Concept proposal expanded from the 315-solution conversation. Demand, pricing, differentiation, build scope and integration feasibility are hypotheses, not verified market findings. Category link is inspiration rather than evidence of business viability.