Build stage · 6 to 18 months · Starting at $500k
RoboCFO Transformation
Multi-quarter AI program for finance organizations rolling out at scale.
Six to eighteen months. Multiple workstreams running in parallel, named leads inside your organization, embedded delivery team, governance operating from day one, quarterly executive reviews, and board-ready reporting at every major milestone. The full arc from "we're starting this transformation" to "AI is running across our finance org with operations embedded."
Best for
Who this is for
Mid-cap and enterprise finance organizations implementing AI across multiple teams or workstreams with executive sponsorship. Typical buyer: CFO or CEO of a $200M to $5B revenue company, or a PE operating partner deploying a portfolio-wide AI initiative through portfolio company finance teams.
If your scope is one production use case shipped well, the Pilot is the right shape. The Transformation exists for two or more concurrent workstreams running across multiple finance functions.
What's in the box
A program, not a project
The deliverables are the structure that makes the program work, plus the production capabilities the program produces.
- Program structure with named workstream leads, governance gates, executive sponsor cadence, and a clear charter for each workstream.
- Production AI capabilities across multiple use cases (typically 3 to 5 in scope, depending on engagement size).
- Embedded governance framework operational from day one, not bolted on at the end.
- Trained finance team across functions, with capability building integrated into each workstream.
- Operations playbook for post-engagement continuity, including ownership maps, runbooks, and escalation paths.
- Quarterly executive reviews with measured outcomes, recommended next moves, and program-level ROI.
- Board-ready reporting at major milestones, formatted for audit committee or board distribution.
How it runs
A four-phase structure
Workstreams run in parallel within each phase.
- Phase 01
Phase 1: Foundation (Months 1 to 2)
Program kickoff with executive sponsor and workstream owners. Governance framework operational. Workstream charters drafted with success criteria, ROI baselines, and named leads. Baseline measurement across the in-scope use cases. By the end of Phase 1, the program is stood up and the team knows what's being built, by whom, in what order, and how success will be measured.
- Phase 02
Phase 2: Build and deploy (Months 3 to 8)
Workstreams execute in parallel. Build, integrate, deploy. Real users start using each capability on real data as it ships. Quarterly executive review at the midpoint. Governance gates pass before each workstream moves to production. This is the phase where the embedded delivery team is most active.
- Phase 03
Phase 3: Scale and embed (Months 9 to 12)
Capabilities scale across teams. Operations playbook drafted and tested. Finance org training runs across functions, not just within the workstream that built each capability. Governance maturity assessment. By the end of Phase 3, the program has shifted from "build" mode to "operate" mode. Most engagements transition to Operations Embedded at this point.
- Phase 04
Phase 4: Continuous expansion (Months 13 to 18 if extended)
For programs that continue past 12 months, Phase 4 covers continued use case expansion, governance maturity work, and the formal transition prep into the Operations Embedded retainer.
What you bring
Enterprise-scale inputs for an enterprise-scale program
The investment is real on both sides.
- C-suite executive sponsorship (CEO, CFO, or PE operating partner) committed across the full engagement, not just kickoff and closeout.
- Multi-team commitment across the finance functions in scope (FP&A, controllership, AP/AR, treasury, etc.).
- IT, data, and security collaboration at scale including the security review process and data architecture team.
- Data infrastructure in place, or willingness to build foundational data work as part of Phase 1.
- Governance baseline in place, or willingness to build it as Phase 1 of the program (we can include this scope inside the Transformation).
- Internal program manager partnered with our embedded team, typically a finance ops lead or chief of staff with PMO experience.
How we know it worked
Success criteria, locked in Phase 1
Measured at quarterly reviews and again at program close.
- N production AI capabilities live across workstreams, with usage and operational stability validated.
- Governance operational and tested through real adoption decisions during the program.
- Finance org trained at scale with capability gain measurable across functions.
- ROI measured at program level (not just per use case), reported in board-ready format.
- Operations playbook adopted by the team taking over post-engagement.
- Operations Embedded retainer transition ready with team and capacity aligned to ongoing program management.
Pricing
Investment, structured by phase
Starting at
$500k
Most engagements run $750k to $2M across 12 to 18 months and 3 to 5 workstreams. Pricing is structured by phase with quarterly governance gates that allow the program to expand or pause based on outcomes. We do not require full multi-year commitment upfront; the program is structured so you can evaluate at each gate.
What changes the price
- Number of workstreams in scope (3, 4, 5, or more)
- Team size and number of finance functions covered
- Integration complexity across systems, entities, or regions
- Regulated-industry requirements (significant impact on documentation, review cycles, and embedded team capacity)
- Embedded team size and dedicated capacity required
- Multi-entity or multi-region rollout (each adds program coordination scope)
- Speed (compressed timeline adds dedicated capacity cost)
- Whether foundational data or governance work is included in the program or assumed in place
We scope and quote the program shape on the scoping call, structured by phase. Published $500k floor is the entry point for a 6-month, narrower-scope engagement.
How we deliver
Embedded team with named workstream leads
How we deliver
Glenn Hopper leads the Transformation program directly through Phase 1 setup, quarterly executive reviews, and the major milestone readouts. The program is delivered with an embedded team of finance technologists, data engineers, and AI specialists.
For Transformation engagements specifically, named workstream leads from our team operate inside your organization with weekly cadence. They become known quantities to your finance team, your IT team, and your executive sponsor. This is not a body-shop model; the leads are senior, the team is multi-disciplinary, and the engagement is structured for transparency.
We do not sell platforms. We do not get paid for vendor referrals. Recommendations across all workstreams are based on what fits your team, your stack, and your regulatory context.
Where this fits on the spectrum
Before and after the Transformation
Starts with
Most Transformation engagements arrive via RFP, warm introduction from a portfolio sponsor, or as a follow-on to a successful Pilot that surfaced multi-workstream scope. Some clients enter directly when the executive team has already aligned on a transformation initiative.
Leads to
Operations Embedded in nearly all cases. The Transformation is structured so the post-engagement state is an embedded operations partnership rather than a clean break.
FAQ
Common questions
How is this different from a Pilot?
The Pilot ships one production use case in 8 to 12 weeks. The Transformation runs multiple workstreams in parallel across 6 to 18 months. The boundary is straightforward: one production use case is a Pilot, two or more concurrent production use cases is a Transformation. Past that boundary, the program structure (governance, workstream coordination, executive cadence) is essential and a single-use-case Pilot framework breaks down.
Can we do this in phases without committing to the full program?
Yes, that's the structure. Each phase has a governance gate. You evaluate progress, ROI, and alignment at each gate before authorizing the next phase. We do not require multi-year upfront commitment. The pricing is structured by phase so you can pause or rescope between phases if needed.
What happens between phases?
Phases are continuous when the program is running on its planned timeline. If you need a deliberate pause between phases (budget cycle, organizational change, leadership transition), we can structure that. The embedded team scales down during pause, scales back up at restart.
Who is on the embedded team?
Glenn Hopper leads the program. The team brings finance technologists who understand close, FP&A, and finance ops; data engineers who can build integrations and pipelines; and AI specialists who handle model selection, fine-tuning, evaluation, and governance. Team composition is scoped to your program shape; you can meet the leads during scoping.
Do we keep the team after the engagement ends?
The team is ours, not yours. The transition out is handled through the Operations Embedded retainer, which keeps named workstream leads available with a defined cadence after the active program closes. Some clients explicitly hire individual team members during the engagement; we discuss those situations case by case.
How do you handle scope creep over 12 to 18 months?
The phase structure exists partly to handle this. Each phase has a charter and a governance gate. Scope changes are evaluated at gates, not mid-phase. New use cases that emerge can be added to the next phase or deferred to a subsequent program. We will not silently expand scope; you will see every change explicitly.
What if we want to bring some work in-house mid-program?
Encouraged. Capability building is a stated outcome of the Transformation. If your team builds capacity to take over a workstream mid-program, we structure a planned handoff and rescope the embedded team accordingly. The pricing flexes with scope.
How does this work for PE-backed portfolio companies?
PE operating partners often run Transformation engagements across multiple portfolio companies. We structure portfolio-wide engagements with the operating partner as the executive sponsor, individual portfolio company CFOs as workstream owners, and shared governance across the portfolio. The pricing model can be portfolio-level or per-portco depending on the structure that fits the fund's preference.
What if we already have a transformation initiative running?
Most clients do. The Transformation either integrates with the existing initiative (we slot in as the AI workstream within a broader program) or replaces a stalled initiative that has not produced outcomes. We will assess the existing initiative honestly during scoping and recommend the structure that fits.
Ready to run the program?
Schedule a 60-minute scoping call. We'll talk through your finance org, your workstream candidates, your governance baseline, and your timeline. Transformation scoping is a longer first conversation than other engagements because the engagement itself is larger; we'll send a brief in advance so the call covers the right ground.
Explore other engagements
Other stages on the spectrum
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$15k–$25k·3–4 weeks
Directional read on AI maturity and 90-day path
RoboCFO Governance Pack
$25k–$45k·4–6 weeks
Defensible AI policy, vendor review, rollout plan
RoboCFO Academy
Starting at $30k·8 weeks
Cohort program for finance teams, two tiers
RoboCFO Pilot
Starting at $60k·8–12 weeks
Ship one AI use case end-to-end with measured ROI
Operations Retainer
Starting at $5k/month·Monthly recurring
Three tiers: Essentials, Standard, Embedded
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