Build real software, really fast.
AI-accelerated dev pods and automation strategy.
We design, build, and integrate production AI into your workflows — with security, compliance, and budget guardrails.
who you're working with
We're not "AI consultants." We're your delivery pod.
Saipien [LABS] is a senior, AI-accelerated development pod. We audit workflows, map high-leverage automation, and then build, integrate, harden, and hand off production systems — usually inside 90 days.
No junior waterfall team. No 8-week discovery theater. You work directly with people who ship.
Operators, not slide-makers.
We measure success in hours saved, tickets deflected, revenue captured — not decks delivered.
Integration-first.
We plug into the CRM, ERP, support desk, and data warehouse you already live in. No orphaned prototype.
Governed from day one.
Logging, eval loops, rollback plan, and spend caps are baked in — so Security and Legal say yes instead of killing you at launch.
why teams choose saipien [labs]
Outcome-Led
We start at KPIs, not demos. Lead velocity, AHT, NRR, SLA — we define the targets your operators already care about.
Integration-First
We wire AI into the systems you actually run: CRM, ERP, support desk, data warehouse, auth. No isolated science project.
Velocity Without Corners
You get speed plus observability, tests, rollback plans, spend caps, and human-in-the-loop controls.
AI Workflow & Automation Design
We audit your current process, identify high-leverage automation targets, map ROI, and blueprint human-in-the-loop guardrails — before anyone writes a line of code.
Productized, not vague.
Clear scope. Clear price band. Clear handoff.
AI Workflow & Automation Audit
$15k–$40k
- →Automation map + ROI
- →Compliance / data boundary plan
- →Exec-ready rollout path
// blueprint before you build
AI Feasibility Audit
$5k–$10k
- →Viability & ROI model
- →Architecture sketch & risk analysis
- →Dataset readiness & cost-to-serve
- →Feasibility Readout Deck + 90-Day roadmap
// de-risk before you invest
Sprint Zero
$12k–$25k
- →ROI model
- →Clickable prototype
- →Acceptance criteria
// includes KPI baseline + success definition
90-Day MVP
$60k–$180k
- →Core features shipped
- →Integrated into your stack
- →Hardening + launch plan
// ship a production candidate in 90 days
AI Dev Pod (Monthly)
$35k–$70k/mo
- →Dedicated AI pod
- →2–3 production increments/month
- →Your backlog, our velocity
// ongoing delivery without headcount
Managed Run
$8k–$20k/mo + usage
- →Monitoring & on-call
- →Eval loops / regression alerts
- →Spend management
// we watch it so you don't
CoE-in-a-Box
$120k–$300k setup + $20k–$60k/mo
- →Governance aligned to NIST / ISO / EU AI rules
- →Security review & audit trails
- →Playbooks, training, handoff
// make legal + security say yes
how we deliver
90 days to production — without getting blocked.
Our approach is simple: align on the KPI, build the core workflow fast, integrate it into your stack, harden it, and hand you a governed production candidate with a rollback plan and spend controls.
How we get you live in 90 days
Day 0–10
Discovery & Prototype
Working prototype, KPI baseline, acceptance criteria locked.
Day 11–30
Core Build v1
Critical path flows running end-to-end in a sandbox.
Day 31–60
Integrations & Hardening
Your CRM / support / data layer wired in. Logging, tests, spend caps live.
Day 61–90
Beta & Launch
Security review, performance tuning, rollout, runbook delivered.
Day 0–10
Discovery & Prototype
Working prototype, KPI baseline, acceptance criteria locked.
Day 11–30
Core Build v1
Critical path flows running end-to-end in a sandbox.
Day 31–60
Integrations & Hardening
Your CRM / support / data layer wired in. Logging, tests, spend caps live.
Day 61–90
Beta & Launch
Security review, performance tuning, rollout, runbook delivered.
Velocity without security drama.
We build AI that Legal, Security, and Ops can actually say yes to. Every engagement bakes in monitoring, redaction, rollback paths, spend guardrails, and audit trails from day one.
Selected Work
Real launches. Measurable results.
AI-powered production systems shipped in 90 days with enterprise discipline.
Pravado
AI Assist orchestrates CRM actions to speed follow-up and reduce cost.
We embedded an AI revenue-ops layer directly in the CRM to triage, enrich, and trigger next-best actions automatically.
Aivery
Classifier + router that learns from history and keeps humans in-loop.
We built an AI router that listens to support inboxes, classifies requests, and routes to the right resolver—human or automated.
Wellstead
AI triage layer connecting intake, document parsing, and downstream ops.
We modernized complex intake workflows across multiple systems, targeting higher throughput without new headcount.
Your MVP in 90 days. Your ROI in 60.
Free 45-minute working session. We map ROI, integration points, and "done" criteria. You keep the plan.
NDA-friendly. We build, we don't spray your idea.