Custom AI Application

Claude-Powered Apps
That Live Inside Your Stack.

Bespoke web apps and AI agents built around your workflow — not standalone demos. Claude API + your CRM + your data + your logic. Real work, no humans in the loop.

Two Practices, One Discipline
Custom Applications + AI Agents.

When off-the-shelf doesn't fit and a Zoho deployment isn't the right shape, we build the missing piece. Where Claude-level intelligence would replace a person or a spreadsheet, we build the agent to do it. Often both, in the same engagement.

CUSTOM APPLICATIONS

Web apps, dashboards, and internal tools when the standard product doesn't fit.

✓ Client portals, partner extranets, internal dashboards
✓ Next.js + Supabase or Zoho Creator, chosen for the job
✓ Full source-code handover — owned by you
CLAUDE AI SOLUTIONS

Claude-powered agents wired into your existing tools — no humans in the loop.

✓ Lead scoring + qualification agents
✓ Document generation from your templates
✓ Knowledge-base Q&A bots (RAG + MCP)
Step One — Always
The Scope Engagement

Every project starts here. No exceptions.

Starting Point
Scope / Blueprinting

A fixed-fee discovery engagement. We audit your systems, interview stakeholders, map your business logic, and deliver a comprehensive technical blueprint — before a single line of code is written.

Duration
2–4 weeks
Pricing
Fixed Fee
Best for
Every new client
What you get
✓ System & process audit
✓ Stakeholder interviews
✓ Technical blueprint doc
✓ Automation opportunity map
✓ Recommended service path
✓ ROI estimates per item
Scope reveals the right path
Deep Dive
Your Business Generates Data All Day.
Most of It Never Gets Used.

We build AI systems that actually work inside your existing tools — not standalone demos. Claude-powered agents connected to your CRM, your docs, your data, doing real work without needing a human in the loop.

Lead scoring & qualification agents that analyze engagement signals and rank pipeline automatically
Document generation bots — proposals, contracts, SOWs — trained on your templates
Internal Q&A assistants that answer questions from your knowledge base via custom RAG
Automated reporting that narrates your data in plain English every week
Client portals + partner extranets tied to your CRM, with role-based access and full audit trail
MCP (Model Context Protocol) servers exposing your internal tools to Claude directly — agents that can act, not just chat
Claude APIMCP ServersCustom RAGNext.jsSupabaseZoho DelugeWebhooksZoho Creator
FAQ
Custom AI Application — What Clients Ask.
When should we build custom vs. use an off-the-shelf tool?+
Off-the-shelf first. Every time. If Zoho or an existing SaaS covers 80% of what you need, deploy that. Custom is for the cases where your workflow is your competitive edge and no product does it — or where AI can automate work that's currently done manually. Scope tells us which it is.
Who owns the code we pay you to build?+
You do. Full source-code handover at the end of every engagement — hosted on your GitHub, deployed to your cloud accounts, secrets in your vault. We keep no proprietary lock-in. If you switch vendors five years from now, everything works exactly the same.
Which AI models do you use?+
Primarily Claude (Anthropic) — Sonnet or Opus depending on the task. GPT and Gemini when the customer has a strong preference or when a model is specifically better for their use case. Model choice is part of the Scope engagement; we run head-to-head evals for each build.
How do you handle data privacy? Does our data train the AI?+
No. We use API-tier access with the Anthropic Zero-Data-Retention agreement (or equivalent for other providers). Your data is never used for model training. We can also run open-weight models on your own infrastructure when the compliance bar demands it.
Can the AI agent integrate with our existing Zoho stack?+
Yes — that's often the whole point. Agents read from and write to CRM records, trigger workflows via Deluge or Flow, populate Creator forms, and post to SalesIQ. If it has an API, the agent can call it.
How long does an AI project take?+
A tightly-scoped agent (single workflow, single integration) is 3–6 weeks. A full custom application with multiple AI features and integrations is 3–6 months. Scope defines the exact number and what “done” looks like.
What if the AI gets something wrong?+
Every agent is designed with the right level of human oversight for the task. High-stakes actions (send email, close deal, refund payment) require confirmation. Low-stakes classifications (route lead, tag document) run autonomously with a review dashboard. We calibrate the loop during Scope.
Do you handle hosting and ongoing maintenance?+
Yes. Vercel, Supabase, AWS, or your existing cloud — we deploy to whichever platform you're already on. Ongoing maintenance either through Infinity Mirror (fixed-fee ongoing partnership) or Bank of Hours (as-needed) after go-live.
Ready to Build the AI Piece?

Every AI project starts with a fixed-fee Scope engagement — we identify the workflow to automate, define what “done” looks like, and run a model eval before any code is written.

We build the technology infrastructure that lets ambitious businesses move faster — custom AI apps, enterprise ERP, and deep systems integration.

Zoho One • Anthropic Claude AI
Contact
713-887-7492info@mirroradvisors.com
2002 Timberloch Pl, Suite 200
The Woodlands, TX 77380
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