Cross-functional, by design.
Technical staff, UX designers, and product managers in the same room — built around the business use case, not the technology stack. Goal-oriented success criteria. Kill switches on ideas that don’t pan out.
Every recipe ships with prompts, orchestration spec, test set, guardrails, and docs — portable to your repository. Below are the patterns already in production, plus the 4-week cycle that gets them there.
Technical staff, UX designers, and product managers in the same room — built around the business use case, not the technology stack. Goal-oriented success criteria. Kill switches on ideas that don’t pan out.
A cross-functional team — technical staff, UX designers, product management — that experiments, fails fast, and turns proven concepts into production-ready POVs. Sponsored by your business owner, scoped to clear success criteria.
Set the scope and success goals. Brainstorm with business users, assess feasibility, align on the problem statement.
Evaluate the technical viability and business outcomes. Go/no-go decision at the end of week two.
Deploy. Measure adoption and effectiveness. Ready to expand to enterprise scale.
Labs is the runway, not the destination. Clean hand-off to enterprise enablement teams.
Insight360°. Medical Affairs. 10-K Filings. Competitive Intelligence. Social Listening. Prism. Each is a blueprint — prompts, orchestration, evals, guardrails, docs. Lift the shape, adapt the domain. Below are the patterns running today for our enterprise clients.
AI-powered tool to decode complex signals across HCP networks, congresses, and publications. The 3i framework — Identify, Interpret, Influence — powers continuous insight generation. Mapping influence circles, sentiment evolution, KOL engagement benchmarking, competitive intelligence, and unmet-needs detection.
Accelerate evidence discovery, synthesis, and drafting support. The recipe handles gap detection, comparator analysis, theme normalization, and SME-validated theme generation at scale. Full lineage from conversation → theme, usable as a feedback loop to improve subsequent runs.
Extract, compare, and operationalize insights from filings and structured disclosures. Cross-quarter delta detection, footnote analysis, language-change flagging, and auditable lineage from source document to derived insight. The recipe ships with a normalization layer that handles formatting drift across years.
Track competitors, summarize signals, and generate actionable insight. The recipe powers KOL/HCP network mapping with social and academic graph metrics, “rising stars” detection by comparing CRM rosters to non-CRM influencers, and sentiment evolution tracking pre- and post-data-readouts.
Automate insight generation from medical conversations, comments, and HCP interactions. The recipe handles the multi-category analysis (efficacy, safety, dosage, unmet needs, data needs) that traditionally required a week of manual curation. Produces humanized, normalized themes with full lineage.
A Gen-AI intelligence solution for leagues, sponsors, and digital leaders. Real-time fan sentiment to spot content trends, PR risk detection for athlete branding, sponsorship effectiveness quantified through earned-media impact, and engagement benchmarking against competitors.
Tailor agent workflows to your operational or knowledge tasks. We co-build with your SMEs, ship a production-ready POV in 3–4 weeks, and hand off cleanly. Every custom solution becomes a candidate for the recipe library, with explicit lock-in analysis you own.
Not every interesting idea deserves a Labs cycle. We use a simple impact-vs-effort matrix to triage what gets sponsored, what waits, and what dies on the whiteboard.
High impact, low effort. Deploy now to build momentum. Used to earn budget for harder work.
High impact, high effort. Requires careful planning, dedicated funding, executive sponsorship. The flagship work.
Medium value. Park them with notes. Revisit when capacity opens or when the use case sharpens.
A 4-week POV scoped to a problem you already have. We bring the recipe library and SMEs; you bring the domain context.
Social Media Listening
Detect themes, sentiment, risks, and emerging topics from large signal streams. Brand sentiment tracking with classification (positive/neutral/negative), influence-impact analysis via reach and engagement metrics, PR risk early-detection, and sponsor ROI quantification through tangible earned-media impact.