Conversational Estimate Refinement
Found something off? Just tell the AI. KonstructIQ lets you adjust your estimate in plain language — move items, change markup, add a trade, or fix a number — without touching a spreadsheet.

Problem
Editing estimates shouldn't require rebuilding them
Once an AI generates a scope, the old workflow kicks back in — open the spreadsheet, find the line item, change the number, check the math. Every refinement is a manual operation.
KonstructIQ's conversational refinement lets you adjust the estimate the way you'd talk to a colleague. Say what needs to change and the platform handles the rest.
Problem
Editing estimates shouldn't require rebuilding them
Once an AI generates a scope, the old workflow kicks back in — open the spreadsheet, find the line item, change the number, check the math. Every refinement is a manual operation.
KonstructIQ's conversational refinement lets you adjust the estimate the way you'd talk to a colleague. Say what needs to change and the platform handles the rest.
Problem
Editing estimates shouldn't require rebuilding them
Once an AI generates a scope, the old workflow kicks back in — open the spreadsheet, find the line item, change the number, check the math. Every refinement is a manual operation.
KonstructIQ's conversational refinement lets you adjust the estimate the way you'd talk to a colleague. Say what needs to change and the platform handles the rest.
Capabilities
What you can do with conversational refinement
Make bulk changes by talking plainly
"Increase Plumbing markup by 5%" — done. "Move all lighting to Electrical" — done. Bulk edits that used to take minutes of scrolling happen in a single instruction.
Add, update, or remove line items
Add new scope items, update quantities or unit costs, or remove items that don't apply — individually or in bulk — via natural language commands.
Adjust profit settings conversationally
Change markup percentages, switch between markup and margin, apply fees or discounts — the AI handles the math while you focus on the outcome.
Ask questions about the estimate
Not sure why a line item is in there? Ask. Want to understand how the AI priced a specific trade? Ask. The system explains its reasoning when you need it to.
Full conversation history
Every refinement conversation is saved per project. Pick up exactly where you left off — context doesn't reset between sessions.
Confidence scores keep the AI honest
The multi-agent system tells you when it's not sure rather than guessing. Intent detection routes your request to the right action — add scope, modify, question, or start fresh.
Capabilities
What you can do with conversational refinement
Make bulk changes by talking plainly
"Increase Plumbing markup by 5%" — done. "Move all lighting to Electrical" — done. Bulk edits that used to take minutes of scrolling happen in a single instruction.
Add, update, or remove line items
Add new scope items, update quantities or unit costs, or remove items that don't apply — individually or in bulk — via natural language commands.
Adjust profit settings conversationally
Change markup percentages, switch between markup and margin, apply fees or discounts — the AI handles the math while you focus on the outcome.
Ask questions about the estimate
Not sure why a line item is in there? Ask. Want to understand how the AI priced a specific trade? Ask. The system explains its reasoning when you need it to.
Full conversation history
Every refinement conversation is saved per project. Pick up exactly where you left off — context doesn't reset between sessions.
Confidence scores keep the AI honest
The multi-agent system tells you when it's not sure rather than guessing. Intent detection routes your request to the right action — add scope, modify, question, or start fresh.
Capabilities
What you can do with conversational refinement
Make bulk changes by talking plainly
"Increase Plumbing markup by 5%" — done. "Move all lighting to Electrical" — done. Bulk edits that used to take minutes of scrolling happen in a single instruction.
Add, update, or remove line items
Add new scope items, update quantities or unit costs, or remove items that don't apply — individually or in bulk — via natural language commands.
Adjust profit settings conversationally
Change markup percentages, switch between markup and margin, apply fees or discounts — the AI handles the math while you focus on the outcome.
Ask questions about the estimate
Not sure why a line item is in there? Ask. Want to understand how the AI priced a specific trade? Ask. The system explains its reasoning when you need it to.
Full conversation history
Every refinement conversation is saved per project. Pick up exactly where you left off — context doesn't reset between sessions.
Confidence scores keep the AI honest
The multi-agent system tells you when it's not sure rather than guessing. Intent detection routes your request to the right action — add scope, modify, question, or start fresh.
FAQ
Common questions about conversational refinement
What kinds of changes can I make through the chat?
Does the conversation history save?
What happens if the AI isn't sure what I mean?
Can I undo a change made through the chat?
FAQ
Common questions about conversational refinement
What kinds of changes can I make through the chat?
Does the conversation history save?
What happens if the AI isn't sure what I mean?
Can I undo a change made through the chat?
FAQ
Common questions about conversational refinement
What kinds of changes can I make through the chat?
Does the conversation history save?
What happens if the AI isn't sure what I mean?
Can I undo a change made through the chat?
Edit your estimate the way you think about it.
See how KonstructIQ's conversational refinement lets you adjust estimates in plain language — without spreadsheet wrestling.
Edit your estimate the way you think about it.
See how KonstructIQ's conversational refinement lets you adjust estimates in plain language — without spreadsheet wrestling.
Edit your estimate the way you think about it.
See how KonstructIQ's conversational refinement lets you adjust estimates in plain language — without spreadsheet wrestling.