Late-delivery penalties in a 300-page tender come down to two sections.
Step 1 of 4: What it needs
Context sized to fit, citations kept.
Your model reads what it needs and nothing more, with every source still cited.
Persistent intelligence. It runs Automatically, before a model call.
Every model call in the bid gets a short read.
Writing a bid takes many model calls. Before each one, Duplex picks the parts of the tender that step needs, so every call stays short and every source stays cited.
Step 1 of 5: Pricing
The pricing step starts, and needs the payment terms.
Amendments pile up. The read stays short.
Tenders change as questions are answered. Each step still reads only what it needs, and cites the latest amendment where it applies.
Step 1 of 4: Issued
The tender is issued: 300 pages.
Trimmed for your model, still cited for you.
What your model reads gets shorter, and every part of it is still cited. The tender itself stays as it was.
Step 1 of 5: Sized
What your model reads is sized to the step in hand.
Brings the right history to each step.
Past experience, documents and earlier sessions come into the current step, each labelled by its source.
- Finished work becomes experienceWhat a finished task taught is ready for the next one, within your privacy rules.
- Past experience, brought into the stepA new task starts with what your team learned last time, labelled as past experience.
- Approved documents, with source and versionApproved documents become searchable, each with its source and version.
- The passages a task needsEach step gets the few passages it needs, each one linked to where it came from.
- Context sized to fit, citations keptYour model reads what it needs and nothing more, with every source still cited.
- Sessions and incidents, learned as episodesDuplex learns each session, run or incident as an episode your team can ask about later.
- What happened last time, with citationsAsk what happened last time, and Duplex answers from the episodes it learned, with citations.
See it on your own work.
From your own assistant to every agent your company runs, a pilot puts Duplex on your own work, with the measures agreed before it begins.