Built this week: July 10
Check where the answer came from, and bids calibrated by real outcomes
Nyhetsbrev
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Two updates this week. Brickanta is getting better at showing its work: source-backed AI outputs that are easier to verify, from bid evaluations calibrated by real project outcomes to clickable citations you can trace back to the original file.
#1 Tender evaluation calibrated by real historical economics

Tender evaluation (anbudsprövning) can now surface realised economic outcomes from previous projects when that data exists. Contribution margin (TB), margin percentage (TG%), and change orders and additional works (ÄTA) from completed projects become calibration input for the current bid. The value is concrete: use what actually happened in your past projects to challenge the numbers in front of you today.
#2 Answers with citations you can open

When Brickanta references material from the Knowledge Base or historical projects, you can now follow the citation directly to the underlying file. Click it, see the source, verify the answer. For bid teams and reviewers working with high-stakes material, this closes an important gap. You no longer have to trust a detached summary. You can check where the answer came from.
See you next Friday!
The Brickanta team





