Evidence, not promises

Different industries.
Specific work you can see.

Here is what our AI operating work has actually produced, what is still in a pilot, and how those lessons can apply to your business.

Project summaries reviewed September 2026. Each case distinguishes delivered work, pilot capabilities, and work in development.

Business operations / implemented workspace capabilities

A common workspace for people, projects, and AI-assisted work.

The business problem

Customer context, tasks, documents, and team conversations live in separate places. Each handoff asks someone to reconstruct what happened and what should happen next.

What TIM has built

Business-specific workspaces now bring together CRM records, projects, assigned tasks, documents, and team conversations. Collaboration includes direct and group messages, channels, shared files, search, and explicitly requested AI text assistance.

How the work gets deeper

Implemented project workflows can carry source documents into a work plan, prepare editable drafts or proposed tasks, record review, and export supported documents. The exact modules depend on the business and its configured process.

Federal contracting / working intake and CRM support

From incoming government opportunities to an organized pipeline.

Illustration of a contractor’s organized document-review desk
AI-generated industry illustration. Not an agency office or photograph of the reviewed engagement.

The business problem

A government opportunity arrives with bid documents, requirements, deadlines, and later updates. Sorting that information and keeping the opportunity record current becomes another job for an already busy team.

What TIM does

TIM-supported AI processes incoming opportunity information, extracts the scope and key dates, organizes the supporting documents, and prepares or updates the record in the contractor's customer relationship management system (CRM). Missing details and items needing review are flagged for the team.

What the team receives

An organized opportunity record: what the job involves, when a response is due, where the source documents are, and what needs to happen next. Updates and working notes stay with the opportunity so the team has context when it returns to the work.

How it helps

The team can review and pursue the opportunity from one organized place instead of rebuilding the picture from scattered messages and attachments. TIM handles information processing and organization; the contractor decides which work to pursue.

Fandrey-Daniels Racing / delivered analysis

From a weekend of data
to a clearer driver debrief.

A coach needs to know where to focus—not spend the evening rebuilding a story from session files. TIM helps turn the driving data into a visual, reviewable report.

Fandrey-Daniels Racing driver seated in the number 02 kartKarts lined up at the outdoor circuit in Fandrey-Daniels Racing team media
From the team’s own karting media.

Inside the delivered report · May 14, 2026

The corner. The comparison. The coaching question.

Original Sector 10 report extract with racing-line comparison, speed and RPM traces, and a 0.541-second average sector gap across three sessions
Where is time being lost?

Sector 10 brings the racing line, speed, and engine RPM into one view. The report identifies a 0.541-second average gap across three session comparisons, giving the coach a specific area to investigate.

Open full-size chart
See the preceding corner: Sector 9
Original Sector 9 report extract comparing corner entry, speed, RPM, and the effect on the following section
Connect the corners.

The preceding section gives the coach context for the next one: entry, middle, exit, and how speed carries forward.

Open full-size chart

Original, unaltered visuals from the FDR Madison Full Corner Telemetry Analysis, May 14, 2026, pages 11–12. The report uses 13 normalized coaching zones, not official corner names. Throttle, brake, and gear channels were unavailable; measured speed and RPM are shown. These are observed comparisons, not a claim of improvement caused by TIM.

01 / Organize

Start with the source.

Bring the session files and relevant lap comparisons together, with the available channels and their limits made clear.

02 / Explain

Make the pattern visible.

Combine track overlays, speed traces, measured gaps, and written observations in one report.

03 / Review

Keep the coach in charge.

The coach checks the conditions and interpretation, chooses the lesson, and judges the next session.

Beyond reporting, TIM supports the owner’s documents, requests, and follow-through. Driver Lab capture and coaching tools remain in development; the report extracts above are delivered work.

Tested sandbox

Turn invoice intake into a review queue, not more typing.

The work getting in the way

Repetitive invoice sorting and field entry can consume the attention of a small business operator before the actual accounting work begins.

What was built

A working sandbox takes a synthetic mailbox message and structured sample attachment through source-document capture, invoice-field preparation, duplicate and missing-field checks, and a morning review summary.

What is evidenced

An executable end-to-end demonstration and automated checks exist. Cross-workspace messages are rejected in the sandbox. Real customer mailboxes and accounting systems are not connected.

Documented internal use

Give a multi-business owner continuity between conversations.

The work getting in the way

Decisions, files, requests, and next actions accumulate across different companies and projects. A single undifferentiated chat history makes the owner the routing system.

What was built

Organize durable notes by operating lane, record decisions and task handoffs, assign bounded specialist work, and bring unresolved choices back to the owner with context.

What is evidenced

The operating environment contains lane-specific memory, task records, handoff documents, and generated deliverables. It provides a practical foundation for continuity instead of starting each request from zero.

Next-use examples · not completed deployments

Start with the task you already wish someone owned.

These are proposed workflows to scope and validate with your systems, not claims that integrations are already running for your business.

Local contractors

Enquiry to estimate-ready brief

Organize the job request, identify missing scope details, draft the follow-up, and put an estimate packet in front of the owner. Pricing and customer commitments stay with the business.

Map the follow-up desk
Service businesses

Stop losing the next action

Turn meeting notes and incoming requests into owner-assigned tasks, draft replies, and a visible follow-up list. Validate reminders and delivery before unattended use.

Map owner operations
Office teams

Prepare the packet before the meeting

Collect approved source material, flag missing documents, and produce a consistent summary with links back to the original evidence.

Map reporting work

Your first workflow

Make the opportunity concrete.

Build a short workflow brief with your workload, review boundaries, and a practical acceptance checklist. No sign-up needed.

Build my workflow brief