Platform & Portfolio
Context-First AI for Business
Your AI agents are only as smart as the context they can access. USSP's platform gives them business data that's fresh, trusted, and scored — with TTL, source tagging, and trust scores — so they reason with confidence, not guesses.
Built on 20+ years of IT expertise. Deployed in production. Since 2003.
The Context-First AI Platform
A framework that ensures your AI agents always have trusted, current business context
Connect
Plug into your business systems with 34+ pre-built connectors. Every data point is source-tagged — your AI knows exactly where it came from.
POS · CRM · Phone · Staffing · Marketing · Census
Trust & Score
Data carries TTL (time-to-live) and trust scores. Your AI agents know what's fresh, what's stale, and how reliable each source is — no guessing.
Source Tagging · Freshness Tracking · Reliability Scoring
Evolve
As your business data changes, AI context evolves automatically. Any framework — CrewAI, LangGraph, Claude, custom — always reasons over current, verified data.
Real-Time Sync · Auto-Updates · Living Context
Two Ways to Get Started
Whether you're a growing business or a large enterprise
Enterprise Framework
Bring USSP's Context-First AI platform to your organization. Deploy the framework with your data, your rules, your infrastructure. Production-proven across multiple deployments.
- License the full platform framework
- Deploy on your infrastructure
- Custom connectors for your data sources
- USSP implementation support available
Managed Service for SMBs
USSP builds, deploys, and manages your AI-powered business platforms end-to-end. No AI team needed — we handle the technology so you can focus on running your business.
- USSP builds and manages everything
- Custom integrations for your systems
- Ongoing monitoring, updates, and support
- 20+ years of IT expertise behind every deployment
Deployed & Validated
Production systems powered by the Context-First AI platform
Business Intelligence
Unified Communications Intelligence Platform
Every call, text, and lead — unified for AI
- Integrates calls, SMS/texting, CRM, and POS into one intelligence layer
- Generates outbound campaigns from historical customer data
- AI-coached talking points and priority-ranked lead queues
- Automates monitoring so staff focus on upselling and conversion
Vendor-agnostic phone integration (RingCentral and extensible to other providers). Keeps communication data current and contextual so any AI agent framework can reason over real-time customer interactions. Delivered as a managed service — USSP builds integrations, configures campaign rules, customizes AI coaching, and provides ongoing support.
Executive Command Center
Multi-site oversight with built-in financial planning
- Unified executive dashboard across all business locations
- Real-time KPI scorecards with automated threshold alerts
- Built-in P&L forecasting, budgeting, and scenario modeling
- Cross-functional insights: marketing, finance, operations, staffing
Quick-action menus for immediate decisions. Cash flow modeling, EBITDA tracking, and multi-scenario 'what-if' analysis built in — no separate finance tool needed. Designed for C-suite and General Managers overseeing multiple locations.
Marketing & Engagement
Marketing Automation Suite
AI-powered campaigns from segmentation to conversion
- Customer segmentation and audience targeting
- AI-generated campaign copy and SMS automation
- Real-time campaign performance tracking and ROI
- Built-in community and influencer relationship management
From local micro-influencer outreach to automated SMS campaigns — one platform for all customer engagement. AI handles the copy, segmentation, and scheduling while your team focuses on strategy.
Competitive Intelligence Platform
Know what your competitors do before your customers do
- Automated competitor pricing and event monitoring
- Review sentiment tracking and rating analysis
- Google Search ranking and SEO gap identification
- Daily market positioning insights delivered automatically
Web scraping, review aggregation, and search ranking analysis run continuously. Threats and opportunities surfaced daily so marketing teams can respond proactively instead of reactively.
Operations & Facilities
Digital Twin — 3D Facility Simulator
Simulate your facility before making a single change
- 3D guest flow simulation with zone-level occupancy tracking
- Queue prediction, staffing ratios, and revenue-per-zone modeling
- Replay historical days at 60x speed or simulate future scenarios
- Staff-to-guest safety ratio monitoring and compliance alerts
Built on Three.js with real POS data driving the simulation. Operations managers test staffing plans, optimize zone layouts, and identify bottlenecks without disrupting live operations. The only small business platform with 3D facility simulation.
Staffing Optimizer
Right people, right time, right cost
- Demand-based staffing forecasts from historical patterns
- Labor cost optimization with threshold alerts
- Integration with scheduling systems (WhenToWork and others)
- Per-day decline-factor modeling for operational efficiency
Connects to POS and scheduling systems to predict staffing needs. Automatically flags overstaffed and understaffed periods, helping managers reduce labor costs while maintaining service quality.
Growth & Strategy
Market Analysis & Site Selection
Data-driven decisions for where to grow next
- Total addressable market sizing by ZIP code
- Drive-time isochrone mapping for catchment areas
- Census demographic analysis (250+ variables)
- Competitive density scoring for location decisions
Uses US Census API, OpenRouteService drive-time calculations, and Google Places data to quantify market opportunity. Site selection teams get demographic profiles, competitor maps, and market size estimates for any location in the US.
Acquisition Scoring Engine
Score, benchmark, and value acquisition targets
- Multi-site benchmarking across operational metrics
- Acquisition opportunity scoring on a 0-100 scale
- Fair value estimation using EBITDA multiples
- Portfolio optimization for growth-stage businesses
Designed for PE firms and multi-site operators evaluating acquisitions. Compares revenue per square foot, throughput, F&B attachment rates, and EBITDA margins against industry benchmarks to identify turnaround opportunities.
AI & Automation
Managed Data Intelligence Platform
Connect. Trust. Evolve. — Your AI’s living foundation.
- Connect: 34+ pre-built ingestors with source tagging for POS, CRM, phone, staffing, ads, census
- Trust: Every data point carries TTL (time-to-live) and trust scores — AI knows what’s fresh vs. stale
- Evolve: Context automatically updates as business data changes — no manual refresh needed
- MCP server exposes business context to any AI agent — Claude, ChatGPT, CrewAI, LangGraph
The foundation layer for Context-First AI. Data is constantly changing — our platform ensures AI context evolves with it. Every data point is source-tagged with trust scores and TTL, so agents know what to trust and what’s expired. MCP (Model Context Protocol) integration lets any AI agent framework query real-time business data directly. Each deployment is customized to your systems. Available as a managed service or enterprise framework.
AI Workflow Engine
8+ AI crews that work while you sleep
- 8+ specialized AI agent crews for different business functions
- Automated marketing analysis, report generation, and data validation
- Configurable workflows that chain multiple AI agents together
- Powered by the Managed Data Intelligence Platform for real-time context
Built on CrewAI with specialized crews for budget allocation, staffing optimization, competitive analysis, proposal evaluation, and more. Each crew queries the unified data layer for current business context before generating insights or taking actions.
How We Deliver
Discovery
We learn your business — systems, workflows, pain points, and goals. No two deployments are the same.
Build
Custom integrations, business rules, domain knowledge, and AI configuration tailored to your operations.
Deploy
Production deployment, data migration, and staff training. Your team is operational from day one.
Manage
Ongoing monitoring, new integrations, rule updates, optimization, and support. We grow with your business.
Why Context-First AI?
AI agents are only as good as their context. But business data is messy — systems change, APIs break, rules evolve. Most AI implementations fail not because the models are bad, but because the data is stale, fragmented, or untrustworthy. USSP's platform solves this at the foundation layer — so your AI agents always have business context they can trust.
Technology Stack
Production-grade tools for production-grade solutions
Frontend
Next.js, React, TypeScript, Tailwind CSS, Three.js
Backend
Python, FastAPI, Flask, Node.js
Database
PostgreSQL, Supabase, Redis
AI
OpenAI GPT-4, Anthropic Claude, CrewAI, Cognee
Cloud
Railway, AWS, Vercel
Integrations
RingCentral, CRM, POS, Census API, Google APIs
Frequently Asked Questions
Let's Build Your AI Foundation
Tell us about your business and we'll show you how Context-First AI can help.
875 N Michigan Ave, 3100
Chicago IL 60614
Mon - Fri 8:00 am to 5:00 pm
Phone: +1-(312) 546-4306
Fax: +1-(312) 253-2026
accounts@ussoftwarepro.com