Custom-built AI agents for regulated industries; with hallucination controls, compliance guardrails, and full audit trails from day one.
Our Architecture & Approach
In regulated environments, the hardest challenge isn't getting an AI to answer a question; it's guaranteeing that answer won't trigger a compliance violation, break a downstream system, or require a human to fix it. We build autonomous agents from the ground up, wrapped in the safety nets required to prevent those failures.
Strict rule schemas, explicit failure paths, and hard-coded workflow boundaries. We do not allow models to be creative.
Live evaluation harnesses catch hallucinated data, detect policy drift, and track every API call in real-time.
Clear escalation triggers route edge cases instantly to human experts before a mistake hits production.
Infrastructure that logs every token, reference, and reasoning step for strict regulatory compliance.
Vertical Agents
We do not sell off-the-shelf software. We act as your specialized engineering partner, custom-building deterministic AI agents tailored to your exact operational requirements. Here is what we build:
Resolve 60–80% of complex support tickets automatically. Agents route, resolve, and escalate directly within your internal APIs.
Autonomous resolution
End-to-end L1/L2 ticket resolution with context retrieval, action execution, and policy-aware escalation.
Retention signaling
Behavioral drift detection across usage telemetry to trigger intervention workflows before churn.
Automate manual claims and clinical documentation with zero HIPAA violations. Deterministic validation guarantees compliant outputs.
Claims verification
Extract structured data from intake, cross-reference eligibility, and flag exceptions; with full audit trails.
Clinical documentation
Convert unstructured provider notes into coded, billable formats in real time with schema enforcement.
Cut contract review time by 60%+ with hard hallucination controls. High-stakes document analysis with guaranteed provenance.
Contract risk extraction
Identify non-standard clauses, liability exposures, and renewal terms across multi-hundred-page agreements.
Precedent synthesis
Citation-grounded legal research with source verification and confidence-scored output generation.
Impact in Production
Needed to extract risk clauses across hundreds of contracts without adding headcount.
Cut contract review time by 64%. Eliminated manual tagging.
Losing 6-8 hours weekly to manual claims verification across multiple payers.
100% of intake processed autonomously with HIPAA-compliant audit trails.
Who we serve
Foundation
When an LLM is wrong, it doesn't throw an error—it confidently lies. We embed decades of software testing expertise directly into our AI systems, ensuring models behave with absolute certainty instead of probability.
When an LLM is wrong, it doesn't throw an error—it confidently lies. We wrap every agent in hard-coded boundaries to prevent silent failures.
You cannot solve non-deterministic behavior with better instructions. It is fundamentally a software testing problem.
QA is not a final check; it is the core infrastructure. We embed decades of testing expertise directly into our AI systems.
Standalone Services
Before we built AI agents, we spent years ensuring mission-critical enterprise software didn't fail. We offer this exact pedigree as a standalone engineering service. We don't just "do QA"; we architect production reliability.
We replace brittle scripts with resilient, CI/CD-integrated testing frameworks designed to run continuously.
We build custom evaluation harnesses to stop hallucinated data and edge-case failures from reaching users.
We map your application and implement strict test boundaries so new deployments never break existing workflows.
We simulate high-concurrency environments to identify memory leaks, latency bottlenecks, and scalability thresholds.
Our engineers systematically break systems to find security flaws and user journey breakdowns automation misses.
We embed with engineering leadership to define test strategies, select tooling, and structure zero-defect releases.
Engagement
4 weeks
Start with a 4-week assessment. We map the workflow, prove feasibility, and deploy a secure proof-of-concept. No long-term commitment required.
Fixed project fee. Most assessments complete within 4 weeks.
Ongoing
We handle the build, continuous evaluation, and production monitoring. You get a reliable agent integrated into your exact environment.
Retainer-based. Engagements typically begin at $1,500/month.
Strategic
Long-term co-development for teams building AI platforms. We provide dedicated engineering capacity and progressive autonomy transfer.
Custom pricing based on dedicated capacity and roadmap scope.