We build custom CRMs and operational tools tailored to your exact business. Every data source you have — pulled into one system, surfaced with AI, and acted on by agents that do real jobs inside your platform. Digital labor, built in.
Every engagement starts the same way: your data is scattered, your workflow doesn't exist in any product, and you're paying people to do things a machine should do. We fix all three.
We scrape unstructured data, normalize it across conflicting schemas, and build a proprietary database you own outright. No third-party data feed, no subscription that disappears.
Vertical-specific applications built around your actual workflow. Not a generic SaaS with your logo on it. Software that does exactly what your business does, and nothing else.
We build AI agents that do actual jobs inside your system — not a chatbot, not a dashboard. Agents that research, respond, score, route, and act. Digital workers embedded in your platform.
Click any step to see what we do, how we do it, and a real example from a live platform. This is the IPS build process — made visible.
IPS owns and operates four distinct products across as many industries. Click any to explore the build.
The only publicly available UFC analytics platform combining a proprietary fight database, a 4-dimensional rating engine, a 5-model stacked ML ensemble, and LLM-generated fight narratives. IPS built and owns the entire stack — data pipeline, ratings engine, ML training infrastructure, prediction API, and the consumer-facing website. ~74% prediction accuracy on holdout validation.
Bring us your data — structured, unstructured, or nonexistent. We've operated in regulated, gray-market, high-compliance, and gray-area industries. No vertical is out of scope.
HIPAA-ready from day one. Audit logging, RLS, auth-gating designed in — not retrofitted.
We built the telecom stack when carriers said no. StickySignal and the infrastructure behind it are ours.
Six federal datasets cross-referenced and scored. GovGreed is a live example of government data engineering at scale.
10+ parallel data sources per job, AI synthesis, fully-written executive dossiers in 8 minutes.
We built the only publicly available UFC prediction platform that owns its data, ratings engine, and ML pipeline.
Financial data pipelines, trading pattern analysis, ML scoring, and compliance-aware architectures.
Have data but missing pieces? We go get it. Web, government portals, APIs, PDFs — all structured and loaded.
If it happens behind a computer screen and involves data, logic, or automation — we've built something like it.
First call to MVP in 30 days. If it happens behind a computer screen, we build it — faster than anyone, with full ownership at every layer.
| Capability | IPS | Dev Shop | Big Agency |
|---|---|---|---|
| First call → MVP | ~30 days | 3–6 months | 6–18 months |
| Owns the data pipeline | |||
| Custom ML models (not wrappers) | subcontracted | ||
| Carrier-grade telecom | |||
| Clean handoff — docs, infra access, your data | sometimes | ||
| Gray market / regulated industries | case by case | ||
| Live products in production today | 4 platforms | client work only | client work only |
Most agencies own the application layer and subcontract the rest. We own from infrastructure to telecom.
30-minute discovery call. We'll tell you exactly how we'd architect it, what it costs, and how long it takes. No pitch deck. Just the honest technical answer.
No RFP required. No scope doc. Just a conversation.