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AI Strategy & Roadmap
ROI-Driven AI Strategy That Ships
Stop dabbling with AI. Get a clear, ROI‑driven plan that ships. We prioritize use‑cases, model choices, data foundations, and governance, then turn it into a staged roadmap your team can execute in weeks—not months.
What We Do
- Opportunity AuditMap high‑impact workflows across marketing, sales, ops, finance. Quantify value, complexity, and risks.
- Use‑Case TriageSelect a thin‑slice pilot and 90‑day backlog with measurable KPIs.
- Architecture & DataDefine ingestion, storage, retrieval (RAG), observability, and access control.
- Model & Vendor StrategyChoose models (e.g., GPT‑4o, local LLMs), prompt frameworks, and cost controls for each job.
- Security & ComplianceClear policies for sensitive data, retention, audit logs, and approvals.
- Change & AdoptionTraining plan, roles, runbooks, and rollout sequencing per team.
Outcomes You Get
- 1–2 Page Executive BriefBusiness case and KPIs clearly defined
- 90‑Day Delivery PlanThin‑slice pilot and milestones mapped out
- System BlueprintData flows, integrations, guardrails documented
- Budget & TCO AnalysisModel cost envelope with fallbacks
Why Heveli
- Deep ExperienceDelivering AI in complex, real‑world environments
- Production MindsetWe optimize for reliability, governance, and adoption—not demos.
- Speed to ValueThin‑slice in 1–2 weeks, production v1 in 4–8 weeks.
How We Work
- 1Discovery & AuditStakeholders, systems, constraints analysis
- 2Prioritization & ROI ModelingScorecard-based evaluation
- 3Architecture & Operating ModelData, models, guardrails design
- 4Roadmap & Pilot SpecAcceptance criteria and KPIs definition
Next Steps
- 1Share Your ProcessesTell us about your top processes and targets
- 2Strategy SprintWe run a 1–2 week strategy sprint
- 3Launch PilotKick off the first thin‑slice pilot
