Decision Audit
The assistant picked a value, a field or an action. Compare its structured answer with the expected values and supported restrictions you supply. Spot a mismatch before you rely on the result.
Open Decision AuditA gym for the assistant you already useAssistants are virtual.
Assistants are virtual.
Mistakes are real,
and you'll pay for the mistakes.
Bring the assistant you already use. Improve it for the work you need.
Your assistant can say the job is done while the work remains unfinished. Start by checking something real: a decision, a reply, a bill or a conversation. Then push toward the bigger goal—an assistant that handles the handoff, learns from the failure and gets through fresh work better. That's the Gym we're building.
Your assistant. Your work. A higher standard.
TRAINTESTVERIFYCERTIFYAUDIT
Honest limitsThe ambition is big.
The ambition is big.
The starting tools are focused.
These labels separate the narrow tools you can use from the full Train, Test, Verify, Certify and Audit programs still being built. They are not a claim of complete assistant training, testing or verification.
PARTLY BUILT
Train
Hand-played practice is available; automated training of your assistant is not offered.
PARTLY BUILT
Test
Focused output checks are available. The broader testing program is in design.
PARTLY BUILT
Verify
Supplied-value checks are available. The broader verification program is in design; external actions are not verified.
PLANNED
Certify
Certification is in design, not offered yet. The self-entered readiness worksheet is not a certificate.
PARTLY BUILT
Audit
A bounded conversation checker is available. A complete audit of execution or safety is not.
Today’s tools inspect material you supply. They do not demonstrate lasting improvement, production transfer, verified certification, or completion of a real-world action.
What is real todayStart with work, not a score
An answer is not an outcome.
The first check is useful when it changes what you do next. We are building beyond inspecting output toward measuring what happened after an assistant handed the work to someone or something else.
Handoff Check
The assistant says it finished. The next person, tool or system has not confirmed it. Handoff Check is the planned end-to-end workflow for finding that gap, fixing the cause and testing a fresh handoff. Local connector mechanics exist; a complete public product does not.
See the handoff storyWe are not replacing your assistant. We are making the work it does harder to fake and easier to improve.
See what is usable and what comes nextCommunication is the work
The hard part is working with everyone else.
Most work is communication: instructions, questions, handoffs, promises, exceptions and the other side of the conversation. A polished reply means little if the next step never happens.
Example jobResolve a repair-bill dispute
YOUR INSTRUCTIONSMake the case.
Make the case.
Know the limit.
Challenge the disputed charge. Keep the repair moving. Ask before agreeing to extra work.
YOUR ASSISTANTUnderstand.
Understand.
Coordinate.
Follow through.
Find the facts, explain the problem, work with the other side and keep your instructions intact.
THE OTHER SIDEPeople, assistants
People, assistants
and systems.
The repair team has its own records, rules and tools. An agreement has to survive the handoff.
Work worth preparing forCooperate. Advocate.
Cooperate. Advocate.
Recover when things go wrong.
Some jobs need teammates. Some need restraint. Some need a hard negotiation. The assistant has to be ready for all three.
Get to the same outcome.
Pass work between people and assistants without losing the brief. Combine information, resolve misunderstandings and finish what the team started.
Catch the costly miss.
The wrong part. The wrong recipient. An old approval. A task reported done while the system says otherwise. These are training problems with real consequences.
Represent the person behind the assistant.
Make a strong case for a refund, a claim or a renewal. Know the evidence, respect the mandate and recognize a bad deal.
Five functions. Many ways in.
A place to get better at the work.
The Gym is being built around a cycle. Start with the problem you have. Return when the assistant, the tools or the job changes.
01
Train
PARTLY BUILTHand-played practice is available. Automated assistant training is not offered.
02Test
PARTLY BUILTTesting program in design. Focused checks on supplied outputs are available.
03Verify
PARTLY BUILTVerification program in design. Current tools compare supplied information, not external action.
04Certify
PLANNEDCertification in design, not offered yet. The readiness worksheet is not certification.
05Audit
PARTLY BUILTSelected log checks are available; the broader audit program is in design.
An audit can become a training case. A failed test can reveal the next useful change. You can enter or leave anywhere.
How the cycle worksTwo sides of the same future
Your assistant needs to know the business.
It has to find the right information, understand the rules and use the right tools. The same assistant may need to do that across dozens of unfamiliar organizations.
The other side matters too
The business needs to know how to help it.
We're developing visitor-assistant help so organizations can give outside assistants a clear path through their products, processes and people.
Guardian
Before a bad decision becomes an action.
Guardian is our work on supervision: checking authority, recognizing when a person should review a decision and knowing when work needs to pause.
The aim is to make current instructions, limits and evidence matter at the moment an assistant acts.
Start with one useful job
Use the Gym that opens today.
Check a total. Inspect a structured decision. Compare two replies. Review a conversation log. These focused tools give you a place to begin.
Bill Check
Recalculate totals from manual entries or supported CSV line items.
Open Bill CheckDecision Audit
Compare structured output with the expected values and restrictions you supply.
Open Decision AuditReply Compare
See what changed between replies so you can inspect the differences.
Open Reply CompareAssistant Audit
Inspect a supplied conversation log for selected issues covered by the tool.
Open Assistant AuditHand-played practice, the readiness worksheet and local downloads give you other ways to begin.
Explore all toolsBring your assistant.
Choose the work.
Start with a focused tool. Explore the bigger Gym.