For PE-Backed Software Companies
Beacon is our proprietary research platform that maps your competitive landscape and surfaces AI opportunities before we ever walk into a room.
PRISM is the system that validates, prioritizes, and ships the ones worth building — in weeks, not quarters.
The Research Engine
Most AI engagements start with a blank whiteboard. Ours start with Beacon — a deep research platform that builds a complete picture of your company, your competitors, your customers, and where AI can create meaningful advantage before the first meeting.
Meridian Analytics
meridian.io
Compliance360
compliance360.com
PaymentHub
paymenthub.io
FieldForce Pro
fieldforcepro.com
ClearView CRM
clearviewcrm.com
How It Works
Beacon crawls your product, your marketing, your support themes, and your public-facing documentation. It builds a structured model of what you do, who you serve, and how your product works — without needing a single login or walkthrough.
Every direct competitor, adjacent tool, and emerging disruptor is analyzed for AI capabilities. Beacon identifies where AI is already table stakes in your category, where there are genuine gaps, and where the opportunity to differentiate is real.
Based on the research, Beacon generates scored AI opportunity candidates across four categories: customer experience, operational excellence, revenue growth, and product innovation. Each one is grounded in competitive reality — not generic use cases.
By the time we sit down with your team, we already have a point of view. Workshops are focused, fast, and grounded. The conversation starts with "here's what we see" — not "tell us about your business."
Meridian Analytics
Company Research Report
Intelligent Document Classification
Automatically classify, route, and prioritize incoming documents using ML-powered content analysis. Eliminates manual triage across 12+ document types.
Business Impact
Reduces document processing time by 70%. Directly impacts support team costs ($2.4M annually).
Customer Signal
Top 3 customer complaint: slow document turnaround. 43% of churned accounts cited this.
Predictive Churn Scoring
Surface at-risk accounts 60 days before renewal with behavioral and usage pattern analysis.
Business Impact
Projected to prevent $1.8M in annual churn with early intervention workflows.
Customer Signal
Customer success team currently relies on gut feel. No systematic risk identification.
Smart Field Recommendations
Auto-suggest next-best-actions for field technicians based on similar historical service patterns.
Business Impact
Reduce average service time by 25%. Improve first-time fix rate from 72% to 88%.
Customer Signal
Field teams report spending 30% of on-site time diagnosing issues that have known solutions.
Automated Compliance Mapping
Map regulatory changes to internal controls automatically. Flag gaps before auditors do.
Business Impact
Compliance mapping currently takes 3 FTEs 6 weeks per quarter. Reducible to 1 FTE, 1 week.
Customer Signal
Regulatory burden is the #1 reason mid-market prospects choose larger competitors.
Click any idea to expand business impact and customer signal
Beacon proposes opportunity candidates, not conclusions. Most ideas don't survive — filtering is intentional.
The System
A four-phase system for taking AI ideas from research to revenue. Each phase earns the right to continue — bad ideas are killed early, and only validated opportunities receive real investment.
Beacon maps the company before anyone gets in a room. Product surface area, customer landscape, competitive positioning, where AI is table stakes vs. genuinely differentiating. No production access required.
We're not learning your business in real-time. We're pressure-testing a thesis we've already built.
Focused workshops with product, sales, and leadership. We bring Beacon's research into the room and pressure-test it against customer reality. Where are the real pain points? What would customers actually pay more for?
Most ideas don't survive this phase. That's the point. We're filtering for ideas with real customer signal.
Surviving ideas are scored on four dimensions: customer impact, technical feasibility, competitive differentiation, and time to value. The highest-scoring opportunities get a focused proof-of-concept built with real data.
A POC is narrow, time-bound, and designed to answer critical questions. The output is a confident go/no-go decision.
Validated solutions are built directly into the existing product. Not as a side tool, not as a separate login. Production-grade, embedded where customers already work, generating revenue from day one.
We ship a focused MVP, measure usage, collect feedback, and iterate. We hand off or keep shipping — whatever makes sense.
Intelligent Document Classification
Scoring across 4 dimensions
How much does this solve a real, validated customer problem?
Can this be built with current data and infrastructure?
Does this create a moat or match table stakes?
How fast can this generate measurable ROI?
Fast-Start Workshop
2–4 focused sessions over 2–3 days. 90–120 minutes each. Small, senior group. No production access required. Direction in days, not months.
Day 1
Review Beacon research and product context. Align on business goals, constraints, and where AI can realistically add value.
Shared problem framingDay 2
Walk through key customer workflows and pain points. Validate where friction, risk, or inefficiency exists.
Validated customer problemsDay 3
Apply the scoring framework. Align on what moves forward, what doesn't, and why.
Prioritized opportunity listDays 4–5
Define scope, success criteria, and data requirements for targeted proof-of-concept builds.
POC definitions readyWhat We Need to Get Started
People
Light, time-bound involvement — typically hours, not days.
Context
No formal documentation required.
Data
No production access required to begin.
Proof of Concept
POCs are intentionally narrow, time-bound, and decision-oriented. They answer critical questions before committing to a full build — not a prototype, not a partial feature, not a never-ending research project.
What a POC validates
Every POC ends with a clear decision
All outcomes are valid and expected. A “stop” is a successful POC if it prevents wasted investment.
What Changes
Before
AI is a line item on a roadmap nobody's confident about. The CTO is evaluating vendors. The board is asking questions. Nothing is in production. No customer is paying for it.
After
AI-native products in production, generating revenue. The company is positioned as an AI leader in its category. Customers are paying more for capabilities that didn't exist six months ago.
Why This Works
Every idea is grounded in real customer problems. We start with pain looking for a solution.
Direction in days, not months. Built for companies where speed is a competitive advantage.
Validation precedes investment. Most ideas get cut — intentionally. Focus is the product.
Solutions are built into existing products. No side tools, no separate logins.
Designed for environments where board-level credibility and execution discipline matter.
No production access required to start. Investment scales with confidence.
Start with a conversation. We'll show you what Beacon sees in your market and where PRISM can take your portfolio.