Operations that run without you.
We design and deploy automation systems that qualify leads, process documents, update your stack, and escalate to humans only when it matters.
We don't bolt AI onto broken workflows. We redesign the workflow first — starting with an operational audit.
Where automation creates leverage.
These are the highest-ROI patterns we see across client engagements — but every system is built around your specific stack and workflows.
Sales & pipeline ops
Qualify leads, enrich CRM records, draft proposals, and book meetings — without adding SDR headcount.
Customer support
Deflect repetitive tickets, route complex issues, and surface cited answers from your knowledge base.
Document processing
Extract, classify, and route contracts, invoices, and forms with human review only where risk demands it.
Reporting & analytics
Automated report generation, data enrichment, and executive summaries delivered on schedule.
Onboarding & HR ops
Employee onboarding flows, compliance checks, and internal request routing without manual coordination.
Internal operations
Cross-system workflows — approvals, notifications, data sync, and escalation paths across your stack.
Four layers to every system we build.
A consistent architecture pattern — so every automation is observable, maintainable, and safe to run in production.
Trigger
Every automation starts with a signal — webhook, schedule, form submission, or API event from your stack.
We map your existing triggers and design event-driven entry points that fit how your team already works.
Reason
The system evaluates context, applies business rules, and decides the right action — with full audit logging.
LLM reasoning where flexibility helps. Deterministic logic where consistency is non-negotiable.
Act
Tools update your CRM, send emails, create records, generate documents, and notify the right people.
Clean integrations with retries, idempotency, and rate-limit handling built in from day one.
Verify
Guardrails, evals, and human-in-the-loop checkpoints before anything high-stakes goes live.
Every system ships with monitoring, fallback paths, and clear escalation when confidence is low.
Outcomes that justify the investment.
Measurable ROI
Most clients see payback in under 60 days. We define success metrics before build starts.
24/7 execution
Systems that don't sleep, forget, or churn. Your operations run while your team focuses on judgment calls.
Production-grade quality
Deterministic where it matters. Adaptive where it helps. Guardrails everywhere risk requires them.
First automation live in 4–6 weeks.
A typical engagement from discovery call to production deployment.
Discovery & audit
Map workflows, audit data, define success metrics.
Architecture & prototype
Design system, build proof-of-concept, validate with stakeholders.
Production build
Ship integrations, guardrails, monitoring, and documentation.
Launch & iterate
Deploy, train your team, measure outcomes, optimize.
Works with your existing stack.
We integrate with the tools your team already uses — and build clean adapters for anything custom.
What could you reclaim?
A rough estimate of annual spend on repetitive work — most clients recover the build cost within 60 days.
Systems we've shipped.
B2B sales pipeline
12× pipeline volume
Enterprise knowledge base
89% ticket deflection
Real estate operations
40% ops time reclaimed
Common questions.
Ready to automate the right workflows?
Book a 30-minute discovery call. We'll map your highest-ROI automation opportunities — and tell you honestly if it's worth building.