PARTNER FLOOR · FINANCEAVAILABLE NOW
Spreadsheet accounting workflows
Screen, keystroke, and click-stream traces of month-end close in Excel, with outcomes and corrections.
screenkeystrokesoutcomes
1,900 sessions
SL-COMMERCIAL-v2
Solutions / 01 · Human behavioral
How work actually gets done.
Real professionals, real software, real deadlines. We partner with working floors and capture the job as it is performed: screens, keystrokes, decisions, outcomes.
500+
Corporate seats
3
Live offices
12
Professions
40+
Fields per session
The data engine for computer-use agents.
Professionals, not crowdworkers
Salaried accountants, designers, lawyers, and engineers doing their actual jobs.
Full-stack capture
Screen video, keystrokes, clicks, and app state, time-aligned to the millisecond.
Intent and outcome attached
Every session carries the task brief, the corrections, and the final deliverable.
Privacy engineered
PII and secrets scrubbed twice before any trace leaves our infrastructure.
Access at scale
Whole floors, under contract.
These are salaried professionals doing their actual jobs on floors we partner with directly, rather than crowdworkers imitating the work, and every consenting seat is instrumented.
01
Accounting
Excel modeling, reconciliation, and month-end close by working accountants.
1,900 sessions
02
Documents & slides
Real decks and memos from first draft to final, every revision recorded.
3,400 sessions
03
Design
A live agency floor: briefs, iterations, feedback, and shipped work.
60 seats · rolling
04
Engineering
Feature work in IDE and terminal, tied to commits and test results.
5,100 hrs
05
Legal & admin
Review, triage, scheduling, and correspondence across departments.
3,214 traces
Opt-in per seat · compensated participationPII & secrets scrubbed before deliveryTask intent + outcome recorded per session
What we capture
Screen video
Full-fidelity capture of every consenting workstation display.
Input streams
Keystrokes, clicks, scrolls, and shortcuts, time-aligned to video.
Task context
Instructions, intent, and app/document state per session.
Outcomes
Deliverables, corrections, and success signals for every task.
Use case
Agents learn from traces, not screenshots.
A closer look inside a single session from one of our partner floors.
synthsis://behavioral · session_traceLIVE
1. 09:14:02 · app_focus → excel
2. 09:14:09 · cell_edit =SUMIFS(D:D,A:A,Q2)
3. 09:14:31 · undo · formula_error
4. 09:14:55 · cell_edit corrected range
5. 09:16:20 · task_outcome reconciled ✓
Event-level traces
The keystrokes behind the deliverable.
Every trace pairs pixels with the input stream, the app state, and the correction loop that got the task done: the part agents cannot learn from screenshots alone.
Measured, not promised
Traces that transfer.
Computer-use evals run before listing: the same model, with and without our traces. The lift ships in the spec sheet.
agent_evals · month_end_closeBENCHMARKED
Real floors, real deliverables.
Instrumented cohorts across three partner floors.
01
Finance floor
Month-end close, reconciliation, and audit prep in Excel.
Excel · ERP
02
Design agency floor
Briefs to shipped work in Figma and Illustrator.
Figma · Illustrator
03
Engineering floor
Feature branches in IDE and terminal, tied to commits.
IDE · Terminal · Git
Commission a collection
Need a workflow we haven't captured yet?
Name the software, the task, and the volume. We stand up instrumented cohorts inside partner floors (real professionals, real deliverables) and return structured sessions with outcomes.
session_trace.jsonlSAMPLE
09:14:02 app_focus excel
09:14:09 cell_edit =SUMIFS(D:D,A:A,"Q2")
09:14:31 undo · formula_error
09:14:55 cell_edit =SUMIFS(D:D,B:B,"Q2")
09:16:20 task_outcome reconciled ✓
Catalog / Human behavioral
All verticalsPARTNER FLOOR · OPERATIONSAVAILABLE NOW
Slide & document authoring traces
Full authoring sessions in PowerPoint and Word: drafts, revisions, formatting decisions, final artifacts.
screenrevisionsartifacts
3,400 sessions
SL-COMMERCIAL-v2
PARTNER FLOOR · DESIGNCONTINUOUS
Design-agency creative workflows
Continuous capture of live design work (Figma, Illustrator, review cycles) from a working agency.
click_streamtool_usereview_cycles
rolling · 60 seats
SL-SUBSCRIPTION
PARTNER FLOOR · ENGINEERINGAFTER PREPARATION
Software engineering sessions
IDE, terminal, and browser traces of real feature work with commit outcomes. Secrets scrubbing in progress.
ide_eventsterminalcommits
5,100 hrs
SL-COMMERCIAL-v2
PARTNER FLOOR · LEGALAVAILABLE NOW
Legal document review workflows
Contract markup, clause comparison, and approval chains: 3,214 annotated keystroke traces.
keystrokesmarkupdecisions
3,214 traces
SL-COMMERCIAL-v2
ALL PARTNER FLOORSON REQUEST
Custom software cohorts
We instrument a cohort on the exact software stack your agent targets: CRM, ERP, email, browser.
custom_stacktask_design
spec'd volume
SL-CUSTOM