Keep roadmap authority. Add technical reality checks.
You own the executive relationship, roadmap, and prioritization. We inspect the data and systems underneath the plan, then turn uncertainty into a scored first-win scope.
The Partner-Branded AI/Data Readiness Sprint is for advisors who know the client needs sharper technical evidence before making a hiring, budget, or roadmap commitment. MLDeep supplies the hands-on inspection layer while you keep the strategic seat.
20-min call · bring one executive roadmap question · leave with a written feasibility read · no slide deck.
You hold the strategy. MLDeep validates the technical path.
What you keep
- Executive relationship and advisory authority
- Roadmap framing and investment sequencing
- Org design, hiring, governance, and operating model judgment
- Final recommendation to the client leadership team
What MLDeep handles
- Technical reality check against current systems and data
- Data/system map across warehouse, CRM, BI, APIs, and automation paths
- Feasibility scoring for AI, analytics, and automation opportunities
- First-win scope that can be funded before the full roadmap
Senior delivery you can verify, not a pitch.
You hold the roadmap and the board relationship. We are the build arm behind it, so the strategy you sign your name to actually ships. The signals below are checkable before we touch a system.
What actually ships
A delivery plan and the build behind your roadmap: data models, pipelines, or the AI feature itself, with a runbook the client's team can operate after you rotate out. Not a slide on strategy.
dbt Labs Registered Partner
Analytics and transformation work built on the standard a real data team recognizes, not a bespoke setup only we can maintain.
Published research
We publish our work on AI agent reliability and evaluation, including AgentDoctor. The depth behind the delivery is public, not a claim.
The person who scopes it builds it
Nine years across data engineering, cloud infrastructure, and AI. Senior-led throughout, with Domain Methods delivery capacity when a build needs more hands, never a junior handoff.
Readiness sprint one-pager.
Use this as the short explanation when a CEO, COO, or board sponsor asks why the roadmap needs a technical inspection before buildout.
Download the complete one-pager
A fuller advisor-facing brief with sprint triggers, required inputs, data/system inspection areas, outputs, and green/yellow/red decision rules.
The leadership team has AI or data priorities, but nobody has verified whether the current stack can support the first implementation.
Which initiative can ship first, what blocks it, and what needs to be fixed before the client commits more budget?
Roadmap hypothesis, current stack, sample reports, data model notes, system access, and the executive decision the advisor needs to support.
System map, readiness score, constraints, first-win scope, and the 30-90 day implementation path behind the advisor's recommendation.
Technical evidence the roadmap can stand on.
System map
A practical map of the systems, data flows, ownership gaps, and dependencies that affect the roadmap.
Feasibility score
A clear score across data availability, integration complexity, operational risk, and likely first-win value.
First-win scope
A narrow implementation path the client can fund before committing to broader team buildout or transformation spend.
What we commit to in writing, before any access.
Your client's data and systems stay inside a tightly scoped engagement, with the controls below written into the SOW before anyone touches a system.
Mutual NDA before access
Your paper, the client's, or ours, whichever you prefer. Signed before anyone touches a system.
Read-only by default
No writes to production systems unless the scope authorizes it in writing.
Engagement-scoped credentials
Provisioned at kickoff, revoked at handoff. No long-lived access tokens.
Deletion at sign-off
All exports, screenshots, and working files deleted within 7 days of handoff.
Mutual non-solicit
MLDeep does not pitch advisory, strategy, or ongoing roadmap work to your client. The technical validation is the whole scope.
What fractional advisors ask before booking.
What stacks have you actually shipped against?
What does a Readiness Sprint cost?
What does the deliverable look like, and can I co-brand it?
What if you are unavailable mid-sprint?
How do you protect my advisor seat with the client?
Do you carry SOC 2 or E&O insurance?
Bring one executive roadmap question.
We will help you decide whether a readiness sprint can strengthen the recommendation, narrow the build scope, or reveal that the client should fix foundations first.
Responds within one business day · calls overlap 17:00-22:00 IST / 07:30-12:30 ET · back to partner hub.