We architect prebuilt AI automation packages — from chatbot receptionists to full-stack business intelligence. Each system deploys in days, runs autonomously, and scales with your business.
A ranked account of how your agent actually fails, read out of your own traces. Every failure classified against a working taxonomy, cited by run, and turned into the first regression suite you keep whether or not we continue.
Your AI system gets the release discipline your code already has. A change that degrades quality fails the build and names the stage that broke — retrieval or generation, not just “quality dropped”. The judge is calibrated and the gate is tested against being fooled.
Multi-agent RAG over your private corpus where the citation is enforced in code rather than requested in a prompt — and “not in the corpus” is a tested path instead of an embarrassment. Retrieval is scored separately, because that is usually where RAG breaks.
Automation that loses nothing and writes nothing twice: idempotent writes, dead-letter queues, a scheduled sweep behind every webhook so a missed event degrades to late rather than lost, and extraction that writes nothing rather than corrupting a record on a bad parse.
Every engagement begins with a fixed-fee assessment that produces something you keep — a defect inventory, a test set, a sized plan — whether or not it goes further. Scope and fee are quoted per engagement after that conversation.
Two to three weeks, fixed fee, no obligation to continue. Read-only access is enough. You leave with a ranked, evidence-backed account of what stands between the current build and production.
Fixed scope, fixed fee, delivered into your repository and your CI — not a vendor dashboard. Phased, with each phase closing on a written architecture decision you can hold me to.
Optional and never required to keep what was built. A monthly block for the work that only shows up later: model upgrades, drift, growing the eval set as reality changes.
Practical notes: the work runs on infrastructure you own, under scoped and time-limited access, with no data leaving your environment. I will sign a DPA and complete your security questionnaire. I am one senior engineer, not an audit firm — I can produce the evidence your reviewer asks for, not a certification. Judge calibration needs a domain expert on your side to label a sample; that dependency is named before we start, because agreement measured against a single rater is not a real number.
Need something specific? We architect custom AI solutions — from WhatsApp bots to full SaaS platforms. You pay once, get the code, own it forever.
Let's TalkYou work with the engineer who does the work. No account layer, no junior analyst learning your system on your budget, and a written recommendation you can act on whether or not you hire me to build it.
Evaluate your current tech stack, identify automation opportunities, and get a prioritized roadmap. Delivered in 5 business days.
Request QuoteComplete system design — data flows, integration points, technology selection, security, and deployment strategy. The technical plan before any code is written.
Request QuoteOngoing AI leadership for your company without a full-time hire. Strategy, vendor selection, team training, and implementation oversight. Monthly retainer.
Request QuoteDesign and deploy retrieval-augmented generation systems that give AI access to your proprietary data — documents, databases, and internal knowledge.
Request QuoteArchitect autonomous agent systems that handle complex multi-step business processes — from lead qualification to invoice processing.
Request QuoteConnect AI capabilities to your existing systems — CRM, ERP, accounting, booking, inventory. No rip-and-replace.
Request QuoteFree 30-minute call. We learn your business, identify opportunities, and propose a solution.
We design the system, build it, and test it. You review at every stage. Typical timeline: 1-4 weeks.
We launch, train your team, and stay on as a retainer if you want one. The system keeps running on your infrastructure either way.
If an agent is stuck between demo and production, the first conversation is a 30-minute call at no cost. Bring the failure you cannot explain.
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