How We Engage
Structured collaboration models designed to meet your engineering organization at its current stage of AI maturity, with zero unnecessary friction.
Assessment
Scope & Strategic Focus
The Adept Assessment is our rapid, high-impact diagnostic engagement designed to provide a rigorous, mathematically grounded evaluation of your AI infrastructure, testing coverage, and cybersecurity posture. Over a focused two-to-four-week engagement, our senior AI systems engineers, QA architects, and adversarial security specialists perform an exhaustive architectural audit. We analyze your model topologies, temperature calibration, context management, prompt boundaries, RAG ingestion pipelines, and tool execution interfaces. Using Adept Mayar and Kawas, we synthesize tens of thousands of domain-specific edge-case scenarios and execute controlled adversarial jailbreak vectors to identify silent regressions, hallucination vulnerabilities, latency bottlenecks, and compliance gaps.
Target Engineering Profile
The Assessment is engineered for engineering leaders, CTOs, and product executives who need an immediate, unvarnished baseline of their AI system’s reliability, safety, and regulatory readiness. It is ideal for teams preparing for critical product launches, enterprise procurement security reviews, venture capital technical due diligence, or regulatory compliance filings under ISO 13485, ISO/IEC 42001, or FDA SaMD guidelines.
Core Deliverables
Advisory
Scope & Strategic Focus
Adept Advisory is an ongoing, senior-level consulting partnership that pairs your technical leadership and core product teams with dedicated Adept principal engineers. Rather than offering superficial high-level recommendations, our advisory practice provides deep, hands-on architectural reviews, algorithmic guidance, and continuous validation support throughout your entire product roadmap. We participate in design reviews, critique agentic tool-calling specifications, review prompt and model fine-tuning changes, evaluate new foundation model releases, and oversee your continuous evaluation telemetry. Advisory ensures that your engineering organization establishes world-class AI engineering practices, maintains robust regression safety, and navigates the rapidly evolving machine intelligence landscape with unmatched strategic confidence.
Target Engineering Profile
Advisory is designed for established technology companies, scale-ups, and enterprise innovation divisions that already possess capable in-house engineering talent but seek specialized, elite expertise in non-deterministic systems engineering, advanced prompt firewall architecture, and AI governance to accelerate roadmap velocity without costly architectural missteps.
Core Deliverables
Residency
Scope & Strategic Focus
Adept Residency is our most immersive engagement model, deploying elite Adept AI systems engineers, QA architects, and cybersecurity specialists directly inside your product and engineering squads. Our resident engineers operate as fully integrated contributors within your daily agile standups, pull-request reviews, and architecture planning cycles. They build and maintain your custom Adept Mayar test suites, implement deterministic state-machine wrappers around complex autonomous agents, deploy and configure Adept Kawas real-time prompt firewalls, and optimize your compound AI pipelines for sub-millisecond throughput. Residency combines high-leverage software execution with deep knowledge transfer, elevating the technical capability and QA culture of your entire organization.
Target Engineering Profile
Residency is specifically built for enterprises and high-growth technology organizations undertaking mission-critical AI initiatives where failure is not an option. It is ideal for teams building high-stakes autonomous workflows, regulated healthcare diagnostic software, high-volume financial settlement engines, or complex multi-agent enterprise automation platforms requiring immediate, world-class execution power.