Bill Check
Recalculate totals from manual entries or supported CSV line items.
Open Bill CheckProductsStart with one job.
Start with one job.
Build toward every job.
Bring the assistant you already use. Start with the supported tools. Then explore the work in development: reliable handoffs, stronger collaboration, deliberate training and evidence tied to real outcomes.
Start herePick the job.
Pick the job.
Open the tool.
The four browser checks work on material you supply. Practice is a simulation you play yourself. The readiness worksheet organizes your evidence; it does not qualify or certify your assistant.
Decision Audit
Compare structured output with the expected values and restrictions you supply.
Open Decision AuditReply Compare
See differences between replies and inspect what changed.
Open Reply CompareAssistant Audit
Inspect a supplied conversation log for selected issues covered by the tool.
Open Assistant AuditPractice scenarios
Play through a simulated situation yourself and examine the choices it presents.
Open practiceReadiness record
Organize evidence for an assistant and a job. This worksheet does not issue a verified certificate.
Open the readiness worksheetPrefer a local package? Find the versioned toolkit and Decision Audit downloads with their setup instructions.
Browse local downloadsThe next product to earn its place
Handoff Check: the job did not end at “done.”
An assistant may write a convincing final message while the receiving person, assistant or system never got the work. The intended Handoff Check product will follow the chain from assignment to handoff to evidence of completion.
The assistant reported completion.
A follow-up never reached its owner. A tool returned an error. A required approval was missing. The message still said it was done.
Fix the broken handoff.
Give the next actor a clear responsibility, authority, evidence request and escalation path. Record what was changed.
Prove it on fresh work.
Repeat with a new case and independently inspect the outcome. A better phrase does not count as a completed handoff.
A private local connector tool can inspect handoff records, but it is not a public end-to-end completion verifier or a released browser product.
Explore the proposed demonstration37 product familiesThe bigger product map
The bigger product map
is not a launch claim.
The 37 families are the full product architecture, not a menu of 37 things ready to buy. The first public tools are narrow. A connected Handoff Check, fuller training and testing, visitor assistance, Guardian and trusted qualification still need development and independent proof.
The core cycle
A connected design for practice, testing and evidence. Use the focused entry tools, and explore the broader capabilities we are building.
Assistant Gym Improvement
Improvement method. A repeatable way to locate a weakness, make a deliberate change and test the changed assistant on fresh work. You run the loop; focused tools help inspect the outputs.
Explore the improvement loopAssistant Gym Train / Practice
Hand-played practice. Difficult conversations, unfamiliar tasks and mistakes worth rehearsing before the consequences are real.
Open hand-played practiceAssistant Gym Test
Testing program in design. The wider testing program will assess an exact assistant setup against a job-specific brief. Begin with focused checks on outputs you supply.
Explore testingAssistant Gym Verify
Verification program in design. Begin by checking structured output against expectations you supply. The wider goal is evidence that connects a claimed result to what actually happened.
Explore verificationAssistant Gym Qualification
Qualification in design. An independent test of one fixed assistant setup against a defined job standard, using work it has not rehearsed. Qualification tests capability; Certify would record a valid result if the evidence warrants it.
Explore qualificationAssistant Gym Certify
Certification in design. The goal is a record of exactly what a qualified assistant demonstrated, under which conditions and for which version. That record is not offered yet. The current readiness worksheet is preparation, not a certificate.
Explore certificationAssistant Gym Audit
Conversation checker available. Inspect a supplied conversation log for selected issues. The broader audit program is designed to connect instructions, decisions, tool use and outcomes.
Open the conversation checkerHelp in unfamiliar places
A second part of the founding idea: help organizations receive visiting assistants and help those assistants find the right path.
Corporate Visitor Assistant Help
Planned program. Clear product information, rules, supported workflows, tools and escalation routes for an assistant entering a business.
Explore visitor assistanceGym Helpbot / Assistant Guide
Planned program. A guide designed to connect a person or assistant with the relevant Gym product and supported next step.
Carry the lesson forward
We are developing ways to make useful guidance persist across recurring work while keeping current instructions in charge.
Operating Memory / Resource Map
Planned program. The right sources, resources and instructions for the task, with a clear distinction between remembered context and present authority.
Persistent Playbook
Planned program. Versioned operating guidance that can be tested, corrected and carried into the next attempt.
Trainee Profile / Personalization
Planned program. A picture of an assistant's recurring weaknesses, built to make the next practice session more relevant.
Find the right help. Resolve the disagreement.
The longer-term Gym includes mentors, useful counterparts and referees with different jobs.
Mentor Matching
Planned program. Connect a measured weakness with a suitable trainer, expert, curriculum or instructional resource.
Counterpart Matching
Planned program. Find the right partner for practice, collaboration, negotiation or a disputed task.
Fact Referee
Planned program. Resolve factual disagreements by tracing claims to inspectable sources and evidence.
Rules / Transaction Referee
Planned program. Examine whether participants followed the agreed rules, permissions and mandates of an interaction.
Communication and shared work
The interaction itself needs practice. These families span collaboration, negotiation and cooperation across people and assistants.
Assistant Gym Arena
Planned program. A shared environment designed to test interactions among participants with different information, goals and limits.
Collaboration Lab
Planned program. Practice coordination, handoffs and joint problem-solving when several people or assistants need one outcome.
Negotiation Gym
Planned program with example scenarios. Practice advocating for a principal through renewals, refunds, claims and disputes while respecting the mandate.
Explore negotiation scenariosCooperative Task Gym
Planned program with example scenarios. Rehearse practical work where the parties want to succeed together, from finding a part to getting an itinerary right.
Explore cooperative scenariosRepeated-Game / Strategy Gym
Planned program with example scenarios. Explore how decisions change across repeated interactions: cooperation, calibration, recovery and resistance to exploitation.
Explore strategy scenariosCapability that can be inspected
We are building toward evidence other people can use, with clear standards and a clear link to the assistant that produced it.
Standards Program
Planned program. Job-specific requirements, critical failures and rules for deciding what a result means.
Assistant Identity & Version Binding
Planned program. Tie an outcome to the exact assistant configuration, tools and permissions used in the work.
Proof / Capability Record
Planned program. A portable account of what was demonstrated, how it was checked and the scope of the claim.
Expiry / Revocation / Status
Planned program. A way to tell whether an earlier capability result still applies after time, changes or new evidence.
Requalification
Planned program. A fresh evaluation when the assistant, the job, the standard or the operating environment changes.
Before and during the action
Supervision and diagnosis are part of the Gym we are developing, alongside preparation and review.
Guardian
In development. Our work on runtime supervision: review, pause and escalation when authority, evidence or operating limits need attention.
Explore GuardianPre-Action Authority Check
Planned program. Check the current mandate, required resources and permission at the moment an assistant is about to act.
Assistant Health Check
Proposed diagnostic. A proposed starting diagnostic to identify which weaknesses deserve deeper practice or testing.
Your assistant across work. Your domain across assistants.
The same assistant should become useful in more places. The same job should have a meaningful standard across different assistants.
Horizontal Assistant Program
Planned program. Extend the assistant a person already uses into more jobs, with tested guidance that follows the work.
Vertical Gym Program
Planned program. Develop domain-specific practice, rules, tests and evidence around the work an industry actually needs.
Insurance / Coverage Gym
Planned program. Practice purchasing, coverage conversations, claims, settlement, evidence collection and escalation. Practice concerns evidence and communication; coverage and claim decisions remain with the responsible professionals.
Commerce / Purchasing Gym
Planned program. Find, compare and select products against the user's requirements and purchasing authority.
Travel / Scheduling Gym
Planned program. Work through time, itinerary, availability and policy constraints before a booking or schedule goes wrong.
Hardware / Parts Gym
Planned program. Distinguish similar components using specifications, fit and catalog evidence.
Legal Intake Gym
Planned program. Gather the right intake information, respect the role's boundaries and recognize when a qualified professional must take over. Intake preparation only; legal advice and representation remain with a qualified professional.
Customer Operations / Support Gym
Planned program. Move from a conversation to a resolved case through the right policy, tools, handoffs and evidence of completion.
A tool is a starting point.
The work is the point.
Bill Check, Decision Audit, Reply Compare and Assistant Audit address specific pieces of a job. The larger Gym is being designed to connect practice, communication, supervision and evidence around the assistant doing that job.
Keep your assistant.
Raise the standard.
Begin with a job you can name and a result you can inspect.