Rapida · Delivery Service Platform
A high-performance delivery platform with real-time tracking and immersive 3D visualizations.
Detroit agent work splits into four buyer types with genuinely different risk profiles, and we build for all four. Plant and supply chain agents sit against MES, quality, and ERP systems for automakers and Tier-1 suppliers: shortage triage across a multi-tier bill of materials, supplier PPAP and change-notice chasing, container and customs exception handling on the Detroit and Windsor corridor, and warranty claim triage that reads dealer narratives and routes them to the right engineering group. Financial services agents for mortgage and auto finance operations handle document intake, condition clearing, servicing correspondence, and collections triage, always short of the decision itself because ECOA adverse action reasoning has to trace to a governed model, not a language model narrative. Clinical and payer operations agents for health systems and health plans draft prior authorization appeals, reconcile eligibility, and triage referral queues under a signed BAA. Defense and ground vehicle agents run fully self hosted for suppliers inside the CMMC perimeter, with controlled unclassified information never reaching a hosted model endpoint. Every engagement includes a NIST AI Risk Management Framework aligned risk profile, a tool by tool policy map, and an action log keyed to user, tool, approval, and outcome.
Detroit runs on Eastern Time and Edmonton is two hours behind it, so a 9:00 AM ET standup with your operations lead, IT director, and compliance counsel is a 7:00 AM MT call for our team, and our Chandigarh engineers have already closed the overnight build window by then. That offset is useful rather than awkward: work queued at the end of a Detroit business day is in review before the next one starts. Discovery opens with three reviews. First, a data classification pass over everything the agent will read, because Michigan has no state privacy statute to lean on and the real constraints come from contracts, sector rules, and the Michigan Identity Theft Protection Act notice duty if the data ever leaks. Second, a decision authority map that names which actions the agent may take alone, which need one approver, and which need two. Third, a supplier and export review when defense or controlled technical data is anywhere near scope. Build sprints run two weeks with Thursday demos at 2:00 PM ET. Red teaming runs continuously with PyRIT, Garak, and a scenario pack written for your domain, covering prompt injection through supplier emails, tool misuse, and data exfiltration through retrieval. Deployment ships action logs into the SIEM your team already runs.
We sit with the people doing the work in {city} and record the real process — including the exceptions they handle by instinct, which are exactly what kill naive automations.
Every system the agent touches gets a typed, permission-scoped tool with its own rate limit and rollback path. The agent gets a narrow set of verbs, never raw admin access.
The agent is built alongside its evaluation suite from day one, using real tasks from your business with verified outcomes. Every change is scored before it ships.
The agent runs against live traffic but commits nothing. We compare its proposed actions to what your team actually did and tune until agreement is high enough to trust.
Autonomy is released by risk band — reversible actions first, irreversible ones keeping a permanent human gate. Then we monitor completion rate, escalations, latency and spend.
The closest AWS region to Detroit is us-east-2 in Ohio, roughly 200 miles south, which is where most of our Michigan agent workloads run, paired with us-east-1 in Northern Virginia for disaster recovery. Google Cloud us-east5 sits in Columbus and gives Vertex AI and Gemini a comparable latency profile, with us-central1 in Iowa as the alternate. Azure buyers land on North Central US in Illinois or Central US in Iowa, with East US 2 in Virginia for scale. Detroit has a cross border wrinkle most US markets do not: suppliers and dealer networks operating through Windsor and southwestern Ontario often need Canadian residency for personal data, so we place those tenants in AWS ca-central-1, Azure Canada Central in Toronto, or Google northamerica-northeast2 in Toronto and northamerica-northeast1 in Montreal, and document the flow rather than pretending the border does not exist. Orchestration is LangGraph when the workflow is a state machine with real branching, CrewAI when role specialization actually earns its complexity, Microsoft AutoGen for Microsoft 365 and Dynamics shops, and the OpenAI Assistants API when a managed runtime is the right trade. Tools connect over Model Context Protocol servers or plain REST clients. Tracing runs on LangSmith, LangFuse, or Arize Phoenix. Guardrails use NeMo Guardrails, Lakera Guard, and Llama Guard 3. Defense work runs self hosted Llama or Qwen weights on private GPU capacity with no outbound model calls.
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Selected Projects
Recent platforms, apps and dashboards we designed, built and shipped.
A high-performance delivery platform with real-time tracking and immersive 3D visualizations.
Enterprise-grade security dashboard with real-time threat monitoring and analytics.
A curated marketplace connecting artists with collectors worldwide.
Cross-platform mobile experience with live delivery tracking and notifications.
Scalable microservices architecture handling millions of security events daily.
Comprehensive content management system with advanced analytics and reporting.
Our Work
200+ products shipped across fintech, healthcare, e-commerce, and SaaS — built to scale, designed to convert.


