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We partner with PE investment and operating teams. Our daily, materiality‑scored signals map to revenue, gross margin and operating efficiency so you can intervene early and compound EBITDA.
Protect and grow EBITDA
From lagging KPIs to leading indicators
Financials are lagging indicators. Signal continuously scans for weak signals—pricing and discount drift, demand momentum, supplier instability, cloud/COGS creep, working‑capital strain—so you can act before variances widen. Redirect effort to the moves that matter: protecting margin, accelerating growth, and compounding value creation.
De‑risk the quarter
From surprises to controlled variance
Signal flags variance drivers weeks ahead; slipping pipeline quality, discount creep, late‑stage churn risk, supplier lead‑time drift and cloud/infra cost spikes, so you can pull pricing, mix, and spend levers in time to land the quarter.
Accelerate value creation
From scattered data to prioritized plays
Signals are materiality‑scored and mapped to revenue, gross margin, and cash. Get a ranked list of actions, price moves, SKU/package resets, alternate sourcing, channel mix shifts, with expected P&L impact and timing, ready for 100‑day plans and board packs.
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The Supporting Cast
Revenue Radar
Margin Guard
Competitor Watch
The Signal Suite
Signal by LOPA uses AI agents to surface and score P&L‑relevant events. AI handles the repetitive detection; your team stays in the loop on judgment, prioritization and action.
our work with investment committees and operating partners
Equipping your portfolio
We designed Signal for PE workflows. Board prep, 100‑day plans, and monthly operating reviews, so you can focus on decisive actions across the portfolio.
Custom thesis configuration to track the signals that matter to each investment case
Data integration to BI/portco dashboards and board packs (Looker/Power BI/Sheets export)
White‑glove onboarding to ensure value from day one
Dedicated Slack channel for rapid questions, deep dives and decision support
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Your portfolio foresight  companion
Get in touch
Get in touch
Signal's AI engine continuously monitors the market - transforming raw data into actionable intelligence through P&L‑relevant signal classes.
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Revenue & Demand Signals
We surface early indicators of pricing power, pipeline momentum/slowdown and churn/expansion risk so you can adjust before quarter‑end.
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Cost & Margin Signals
We detect supplier instability, input cost pressure, cloud/infra drift, and mix changes that erode gross margin informing timely pricing, sourcing and mix actions.
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Execution Support
Whether you're stuck at the strategy stage or mid-build, we step in to diagnose, recalibrate, and bring momentum to your mission.
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AI & Data Integration
We help research teams harness AI responsibly—embedding intelligent tools into workflows where they actually drive impact.
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Strategic Insight
We design technical and organizational frameworks that help research, data, and decision-making move together—at speed and scale.
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Capability Building
From lab systems to computational pipelines, we architect the back-end that powers breakthroughs. Built to adapt, built to last.
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From signal to action
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Briefings translate into “so what” and “now what” for operators and boards, protecting margins, prioritizing levers and timing interventions before issues hit the P&L.
"Scion gave us a unified platform that finally lets our data, teams, and tools speak the same language. It's transformed the way we innovate."
Janet Rao, VP of Technology Strategy
From genome labs to AI startups, we support the thinkers, builders, and researchers moving science forward.
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32%
Average reduction in platform switching time
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96%
Improvement in real-world research outcomes
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62%
Decrease in erroneous false-positives in large data sets.
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Define the challenge
We begin by working closely with your team to clarify the scientific, technical, or operational problem you're solving—whether it's early-stage R&D or scaling a proven platform.
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Design a tailored pathway
We develop a custom engagement model—combining advisory, systems design, and implementation strategy—built to match your goals, data environment, and timelines.
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Embed with your team
Scion consultants collaborate directly with internal teams to drive execution. We bring clarity to complexity, making sure the work gets done right.
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From signal to ebitda.
Focus on what matters: protecting margin, accelerating growth and compounding value creation.