Find high‑leverage AI wedges. Prove ROI fast. Scale with governance.
Most teams aren’t “AI first”—they’re product first. We help you place the right AI bets, validate quickly, and scale responsibly.
Book a 30‑min strategy call →
Where AI Can Pay Back
Product: personalization, recommendations, in‑app experts, retrieval/summarization
Growth: smart scoring, lifecycle comms, churn snaps
Ops: fraud detection, spam/collab QA, automation, risk triage
Engineering: internal copilots, test generation, incident postmortems
We prioritize impact & feasibility → time‑to‑value—not AI theater.
How We Work
Wedge Sprint (2 weeks).
- Opportunity map + ROI quick‑rank
- Backlog & success criteria
- Technical approach (build vs buy, LLM/RAG vs rules)
- Deliverable: a Wedge Plan (top 2–3 bets, owners, metrics, timeline)
Pilot & Prove (4–8 weeks).
- Build small, run against controls
- Instrumentation + A/B or proxy KPI
- Cost model guardrails
- Deliverable: pilot report (uplift, cost/benefit, go/no‑go)
Scale & Govern (quarterly).
- Rollout playbook, human‑in‑the‑loop, policy, runbooks
- Eval, drift checks, reliability, rollback
- Deliverable: AI Operating Guide (KPIs, review cadence, risks)
Metrics We Hold Ourselves To
- Product: fetch/active/retention, task completion, time‑to‑value
- Ops: xGPT, %FOR, % deflection, cost/incident
- Eng: cycle time, coverage, incidents, ticket satisfaction
- Finance: uplift per $ spent, breakeven timeline
What You Get
- A Wedge Plan (prioritized use‑cases with ROI)
- Pilot read‑outs for decisions
- Evaluation harness (quality, hallucination, safety, drift)
- Governance (review cadence, rollback)
Engagement Models
- Wedge Sprint (2 weeks) · Pilot & Prove (4–8 weeks) · Scale & Govern (quarterly)
Book a 30‑min strategy call →
Prefer email? hello@vertexclarity.com