Context
Contractors waste time on tenders they cannot bid. The product needed to read requirements and flag eligibility before the writing starts.
AI & Agentic Systems
A tender desk that checks contractor eligibility before a bid is assembled.
Software build · AI Bidding Platform · Next.js + Prisma

Project illustration. Not a verified production screenshot.
Engagement: Software build. The case study documents the implementation scope. Live deployment status and usage are not asserted.
The capabilities below describe the work delivered. Quantified business results have not been published.
Context
Contractors waste time on tenders they cannot bid. The product needed to read requirements and flag eligibility before the writing starts.
Challenge
Tender packs are messy. Eligibility rules, documents, and bid assembly have to live in one product or the team falls back to folders.
Solution
Avlys collaborated on a Next.js and Prisma platform for tender intake, eligibility checks, and bid assembly around structured project requirements.
Tender intake
Eligibility checks
Structured requirement model
Bid assembly workspace
Contractors can see eligibility before sinking time into a bid.
Requirements sit in a structured model instead of a PDF pile.
Bid writing starts from the same record as the eligibility check.
A product surface that can grow into more tender workflows.
Audited the data sources, workflows, and constraints the system had to respect.
Designed the agent architecture: orchestration, state, grounding, and human checkpoints.
Built the pipelines, integrations, and evaluation harness around real cases.
Reviewed accuracy and failure modes, then documented the architecture for extension.
30 minutes, engineers on the call, no deck. We’ll map your workflow and tell you honestly whether AI pays back - and what a fixed-price pilot would look like.
Tell us about the project
Request a call or share your requirements. We reply within one business day.