AI-BOB Cuts Compliance Reviews from Days to Minutes Using Opper
- Industry
- Compliance
- compliance reviews
- Days → min
“With Opper we get a data-driven LLM interface with golden datasets, built-in evaluators, and full logging that supports our development efforts and lets me focus on other factors making AI-BOB a success.”
About AI-BOB
Compliance, embedded in the construction process.
AI-BOB is a Stockholm-based ConTech startup on a mission to eliminate costly design errors and compliance risks across the construction industry. They integrate directly into architectural tools like Revit, enabling real-time compliance validation for accessibility, fire safety, other building regulations and customer requirements.
The Challenge
Turn plain-language requirements into reliable, auditable checks at scale.
Compliance in construction is both critical and complex. Manual checks can take weeks, are prone to human error, and often miss details, leading to costly redesigns, project delays, and increased risk exposure for every party involved.
AI-BOB set out to:
- Translate plain-language requirements (e.g. “all apartments shall be accessible according to the Swedish standards”) into precise validation tasks.
- Provide fast, reliable checks embedded in Revit without disrupting architects’ workflows.
- Ensure transparent, auditable results that all relevant stakeholders across projects can trust.
The Solution
Opper adds a structured interface to AI, evals, and tracing so AI-BOB can ship dependable automation.
To deliver reliability at scale, AI-BOB is using the Opper API. Opper’s developer-friendly interface made it simple to wire tasks, schemas, and evals without heavy framework overhead.
With Opper, AI-BOB gained:
- Structured outputs every time: Opper enforces schema-based responses, ensuring validation checks are machine-readable and consistent.
- Built-in evaluators: AI-BOB defined success criteria for each rule. Opper runs these automatically, catching failures early and routing them to fallback models or manual review.
- Full observability: Tracing and logging let AI-BOB’s team see every input, output, and evaluation, turning a black box into an auditable system.
- Reliability at scale: Retries and fallback models keep compliance checks dependable even under heavy load or across different LLM providers.
Results
With Opper, AI-BOB can focus on customer value instead of plumbing.
- Accuracy: Evaluators and golden datasets ensure jobs are predictable and repeatable, reducing false positives and missed errors.
- Trust: Clear trace logs mean the AI-BOB team can verify how results were produced, building confidence in automated workflows.
- Focus: With Opper handling LLM orchestration and reliability, AI-BOB’s team can focus on expanding rule coverage and improving the user experience.