We help operators make AI investment decisions that survive a board review — not slide decks that survive a hype cycle. Roadmaps with numbers attached. Governance stacks that pass audit. Hire-vs-automate frameworks that don’t leave you over-hired in eighteen months. The work is unglamorous and the deliverables are short. That’s the point.

What we build

Strategic consulting at Replyant is opinionated by design. We don’t run open-ended discovery sprints that produce wall-art slide decks. Every engagement targets a specific decision the leadership team is about to make — and produces the evidence to make it well.

  • AI roadmaps. A prioritized 12 to 24-month sequence of automation and agent investments, scored by ROI, integration cost, organizational readiness, and risk. The output is a single document a CFO can sign off on — not a 60-slide consulting artifact.
  • ROI models. Five-number frameworks for each candidate workflow: current cost, error and delay cost, implementation cost, realistic automation rate, time to value. The method is documented in our AI ROI calculator post — the engagement applies it to your actual numbers.
  • Readiness assessments. Process, data, governance, and team-readiness diagnostics against the criteria in our AI readiness checklist. The output tells you which projects to start now, which to defer six months, and which not to start at all.
  • Hire-vs-automate decisions. Role-by-role analysis for hiring decisions you’re about to make. The four-factor framework from our hire-vs-automate post applied to your specific headcount plan — usually surfacing one or two roles that should be redesigned before the job description is written.
  • Governance stacks. The five-layer Agent Governance Stack — registry, permissions, audit, kill switches, escalation — installed and operational. The framework is detailed in AI Agent Governance; the engagement turns it into a live system in your environment.
  • Compliance readiness. EU AI Act gap analysis, Colorado AI Act impact assessments, the California AI worker doctrine implications, and the documentation trail regulators will ask for when they ask.

Engagements range from two-week sprint diagnostics to multi-month transformation programs. Most land between four and eight weeks of focused work.

Who it’s for

Strategic consulting is for operators making a real decision soon — not for organizations that want a study.

  • You’re about to commit budget to an AI initiative — a build, a platform, a hire, a vendor contract — and you want a defensible business case before the commitment.
  • You have multiple AI projects already in flight with no shared standards, and someone in leadership has noticed the agent sprawl problem before it becomes a crisis. We install the governance and prioritization that brings the portfolio under control.
  • You’re staring down a regulatory deadline — EU AI Act compliance, sector-specific obligations, internal audit pressure — and need the gap analysis and remediation plan that turns the deadline into a deliverable.
  • You’re rebuilding a function around AI — support, ops, finance, HR — and need the org design, hire-vs-automate split, and 18-month plan before you start moving headcount.
  • You hired a vendor that’s failing and need a third party to diagnose the engagement. We do recovery work, but only when there’s a real path forward — not when the project should be cancelled.

We don’t take engagements where the answer is predetermined. If the goal of hiring a consultant is to validate a decision already made, we’ll suggest you save the budget.

How we engage

Strategic engagements are shorter and more decision-anchored than our build work. Two to eight weeks is typical. The deliverable is always a written document you can act on — not a deck you’ll never look at again.

  1. Frame (week one). Decision scoping. We work with the leadership team to define the specific question the engagement will answer, the criteria for a good answer, and the constraints (budget, timeline, organizational appetite). If the question isn’t clear, the work isn’t yet ready to start.
  2. Diagnose (weeks 1-3). Process audit, data audit, governance audit, ROI modeling, vendor analysis — whatever the question requires. Interviews with operators, not just executives. Document review. Benchmarking against published industry data where it exists.
  3. Synthesize (weeks 3-6). Written recommendations with numbers attached. Prioritization. Sequencing. Risk register. Implementation plan if the answer is “build.” Decommissioning plan if the answer is “stop.”
  4. Hand off (week 6+). A 60 to 90-minute working session with the leadership team to walk through the recommendations and pressure-test the logic. Q&A access for 30 days after handoff. Optional implementation support if you want us on the build — but no pressure either way. The advice stands on its own.

We bill strategic work as fixed-price per engagement, not hourly. Every engagement has a written scope and a written deliverable. No scope creep, no surprise invoices.

Our strategic practice is built on the same frameworks we publish openly. These are the foundations: