siTOTis Delivery manifest · No. DM-2026

siTOTis client program · March 30 – July 15, 2026

Fifteen weeks. One developer, AI-equipped.

A running record of what has shipped since the AI Reporting program began — every number below comes straight from the project board and its time log.

0
Hours delivered
0
Deliverables shipped
0
Work items tracked
Origin FileMaker, zero AI Destination AI reporting in production Status In service, ongoing

Leg 01 · The route

From first export to working product in six days.

The program started March 30. By March 31 an AI-reporting prototype was answering questions against your live data. By April 4 it had become an interactive product. Everything since has been widening what it can do.

Hours delivered per month
From the project time log · July shown through the 15th
MAR*
APR
MAY
JUN
JUL†
View as table
MonthHours
March (Mar 30–31)16.75
April160.50
May203.90
June142.75
July (through Jul 15)115.25
Total639.15
Shipped
Mar 31 · Day 2

Prototype on live data

Full database structure exported and parsed; an AI answering reporting questions against your real records.

Shipped
Apr 3–4 · Week 1

Dev tool becomes a product

33 working queries across the schema, a live data connection, and the first interactive reporting interface.

Shipped
April–May

Feature parity with KiBi-AI

Thirteen dashboard features matched and exceeded — chart auto-selection, exports, drill-downs.

Shipped
May 22

Saved queries, per user

Anyone on the team can save and re-run their own questions — stored in FileMaker itself.

Shipped
June

Reports, itineraries, translation

AI-written HTML reports with personal data masked before anything leaves the building; itinerary output in three visual styles, including CJK translation.

In flight
June–July

Pivot tables & AI onboarding

Spreadsheet-style pivot reporting in review; the AI onboarding assistant — flagged by your team as the highest-leverage opportunity — in active build.

Leg 02 · Cargo delivered

What's on board.

Eight workstreams, each a working capability the business didn't have in March.

Shipped

AI Reporting core

~170 h tracked

The engine: plain-English questions become correct queries over your database, with the right chart chosen automatically.

Shipped

Saved queries & query tooling

31 h tracked

Per-user saved questions, stored and loaded through FileMaker — the team's own report library grows as they use it.

Shipped

AI-generated reports

29 h tracked

Full written reports produced on demand, with client personal data tokenized before any AI sees it.

Shipped

Itinerary output

20 h tracked

Client-ready itineraries in three visual styles, including translated CJK editions for overseas travellers.

Shipped

Slack integration (OpenClaw)

47 h tracked

Your data answered directly in Slack — eleven named queries plus a command-line bridge into FileMaker.

In flight

Pivot-table reporting

25 h tracked

Spreadsheet-style pivot and export options, matching the tooling your team asked for in June. In review.

In flight

Client onboarding + AI assistant

53 h tracked

Onboarding workflow build-out, and an AI assistant that reads client documents and fills the booking system itself.

Shipped

Infrastructure & migration

16 h tracked

S3 storage migration and the plumbing that keeps everything above running quietly.

Hours shown are time entries tagged to each feature. A further ~200 hours of cross-cutting build sessions, schema walkthroughs, and working meetings span all of them — the full log totals 639 hours.

Leg 03 · Beyond the manifest

Delivered outside the invoices.

Alongside the tracked program, three substantial pieces were built that never carried billed hours.

Platform rebuild

A standalone, modern rebuild of the whole system — its own application and database, developed in parallel as a forward path beyond FileMaker.

Private AI service

A local AI engine that lets the reporting features run entirely on siTOTis hardware — no client data sent to outside AI providers.

Program operations

The project board, time-tracking, and reporting tooling that produced this page — built so the program runs transparently.

Leg 04 · The ledger

More delivered than billed.

The engagement caps each two-week invoice at 80 hours. The work didn't stop at the cap.

Hours delivered vs. hours invoiced
March 30 – July 15, 2026
Invoiced 507 h Delivered beyond invoiced 132 h Total delivered 639 h
View as table
MeasureHours
Invoiced (7 invoices, Apr 13 – Jul 6)507.45
Delivered beyond invoiced131.70
Total delivered639.15
A conventional build of this scope
~6 months · $75–100k quoted

Custom natural-language reporting engine, dashboard with saved queries and exports, Slack integration, document-ingestion pipeline — a typical small-shop quote before any AI features existed off the shelf.

This program
15 weeks · 639 hours

The same scope shipped and in production — plus the platform rebuild, private AI service, and program tooling delivered outside the invoices.

Conventional estimate is a conservative market comparison for the delivered scope, not a quote received. Every other figure on this page is drawn directly from the project board's time entries and invoice records.

Leg 05 · Next departures

The route ahead.

Thirty items are in active progress or review on the board today. The nearest departures:

Boarding

AI onboarding assistant

Reads a new client's documents and fills your system automatically — the opportunity your team identified as highest-leverage.

Boarding

Pivot-table reporting

Spreadsheet-style pivots and exports, now in review — the direct answer to June's reporting request.

Scheduled

Reports, expanded

Richer AI-written report formats, building on the PII-safe reports engine already in place.

Scheduled

Backlog to roadmap

117 further items captured and prioritized on the board — a living roadmap, not a wish list.