AI Engineering Partner
Shipproduction-gradeAIin90days.
Weplan,build,andlaunchcustomagents,RAGsystems,andLLMautomations—soyourAIstopsbeingapilotandstartspayingforitself.
90 days
From discovery to a production-ready AI system.
40+
AI systems shipped across finance, health, legal, and commerce.
3–5x
Typical productivity lift on the workflows we automate.
100%
Senior engineers — no juniors, no offshore hand-offs.
Most AI projects die in the pilot.
Seven out of ten enterprise AI initiatives never reach production. The models work in a notebook, the demo looks great, and then the project stalls — blocked by evals, integrations, security reviews, or a vague sense that it just isn't ready.
We exist to unblock that last mile. Our team has built AI systems that are in live use by legal firms, healthcare providers, and commerce platforms. We ship, we measure, and we stay long enough to make sure the numbers hold.
What you get in a single engagement.
Custom AI Agents
Autonomous agents that plan, call tools, and hand off work — wired into your CRM, support stack, and internal APIs.
Retrieval-Augmented Generation
Production RAG pipelines with vector search, rerankers, citations, and evaluation harnesses that keep answers grounded.
LLM Automations
Workflow automation that replaces rule-based back offices — drafting, triaging, summarizing, and routing at scale.
Evaluation & Guardrails
Eval suites, prompt regression tests, and guardrails that block hallucinations before they reach a customer.
Cloud-Native Deployment
Deployed on AWS, Azure, or GCP inside your VPC — with logging, tracing, cost controls, and SSO from day one.
Enablement & Handover
Runbooks, dashboards, and paired sessions so your team owns the system — not a dependency on an external agency.
Why teams choose us over a big-brand consultancy.
| Aspect | Xpiderz | Traditional consultancy |
|---|---|---|
| Time to production | 90 days to a running, measured system. | 6–12 months, often stuck in discovery. |
| Team composition | Senior AI engineers end-to-end. | Partner leads, junior team executes. |
| Pricing model | Fixed-scope sprint, transparent. | Open-ended T&M billing. |
| Evaluation | Automated evals from day one. | Vibe-checked demos, no regression tests. |
| Ownership | Your code, your cloud, your keys. | Vendor lock-in and proprietary wrappers. |
The Verdict
You get the senior bench of a top consultancy, the speed of a startup, and a system you fully own at the end of it.
How the 90 days run.
Discovery & ROI modeling (Week 1–2)
We interview stakeholders, map the target workflow, and quantify the business case. If the ROI isn't there, we tell you — before you spend.
Architecture & data readiness (Week 3–4)
We design the system — models, retrieval, tools, and guardrails — and audit your data for quality, access, and privacy.
Build sprint (Week 5–10)
Two-week iterations with working software every Friday. You see the product improve against real evals, not slide decks.
Harden & launch (Week 11–12)
Load testing, security review, observability, and a supervised rollout to real users with kill-switch controls.
Measure & hand over (Week 13)
We publish the post-launch metrics, transfer ownership to your team, and stay on retainer if you want the next one.
Who we work best with.
Series B to enterprise teams with a real workflow to automate and the data to back it up. You don't need an ML team — you need one that ships, measures, and leaves you self-sufficient.
If you're exploring whether AI is worth it, we'll say so honestly. If you're ready to build, we'll be in production before your next board meeting.
Book a 30-minute ROI call.
Bring a workflow. We'll tell you — on the call — whether AI moves the number, how long it would take, and what it would cost.
Schedule a Call