Conversational AI & support agents
Chat and SMS assistants that stay structured, grounded, and useful for intake, support, and internal ops.
Explore this playbookCapabilities · Artificial Intelligence
Artificial Intelligence
We put AI to work on the systems you already run: assistants that stay structured, document extraction your team can trust, knowledge search with clear boundaries, and operational insight — deployed on cloud behind owned APIs, not a disposable chatbot demo. When tools and judgment must combine, we layer agentic workflows on that same foundation.
Operators and product leaders who need AI that helps real work — not a slide-deck prototype.
What this covers
Playbooks and starting points.
Concrete ways we apply artificial intelligence — pick a path that matches the bottleneck.
Document AI & structured extraction
OCR plus LLMs plus rules — turn PDFs, receipts, and intakes into structured, reviewable outputs.
Explore this playbookRAG & knowledge systems
Secure retrieval over policies, product data, and SOPs so answers stay grounded and auditable.
Explore this playbookAI dashboards & operational insight
Connect operational data and surface plain-language explanations of what changed and why.
Explore this playbookAI guardrails & evaluation
Prompt injection protection, output validation, PII controls, and evaluation so AI stays safe as it iterates.
Explore this playbookWhere it shows up
Industries and contexts.
The same capability pattern travels — the workflows and systems of record change by domain.
Related work
Proof in production.
Selected projects where this capability showed up in a real delivery.
Legal Intake Automation System
A guarded chatbot and workflow automation platform for legal onboarding, escalation, and document generation.
Read the case studySecondhand Fashion App Backend
A TypeScript and AWS serverless backend for social commerce, multilingual search, event-driven feeds, and marketplace operations.
Read the case studyStart a project
Ready to build the platform
your team runs on?
Tell us where work is stalling — a portal, backend, marketplace, staffing system, an AI layer, or cloud ops.
In 30 minutes we’ll map the highest-leverage build first.