For boutique product, growth, creative, and lifecycle agencies

Keep the client. Add the technical backend.

Your agency owns the product, creative, growth, or lifecycle relationship. MLDeep fills the AI, data, analytics, backend, and integration depth when the work outgrows the usual agency stack.

This is for agency teams that see the opportunity but do not want to hire a permanent data or AI bench. You keep account ownership and client context. We help validate the data path, scope the build, and ship narrow automation or analytics work that strengthens the broader engagement.

$5K-$8K fixed · 1-2 weeks Entry offers: Feasibility Sprint + RapidOps Automation Sprint Best for: data-backed campaigns, client portals, lifecycle automation, reporting Output: feasibility call, build scope, working automation where scoped
Book a partner fit call Delivery-fit checklist

20-min call · bring one client project · leave with a written feasibility verdict · no slide deck.

Anmol Parimoo
Anmol Parimoo, founder · MLDeep Systems 9 years in data engineering, cloud infrastructure, and AI · dbt Labs Registered Partner · delivery partner with Domain Methods · published researcher (AgentDoctor)
Full background →
Role split

Your agency owns the client experience. MLDeep handles the technical delivery depth.

What you keep

  • Account ownership, client communication, and creative/product direction
  • Campaign, lifecycle, web, or product strategy
  • Brand, messaging, UX, and client-facing deliverable framing
  • The primary commercial relationship and ongoing retainer

What MLDeep handles

  • Data, analytics, API, and automation feasibility
  • Backend implementation for scoped AI/data workflows
  • Dashboards, event data, enrichment, and reporting logic
  • Runbook and handoff so the client can operate the system
Entry offers

Two ways to add technical depth without changing the agency model.

Feasibility

Client AI/Data Feasibility Sprint

Use this when a client wants AI, personalization, attribution, dashboarding, enrichment, or automation, but nobody has validated whether the data and systems can support it. The output is a technical feasibility read and scoped next step.

Implementation

RapidOps Automation Sprint

Use this when the scope is already narrow enough to build: a report, routing workflow, enrichment path, client-facing data process, or internal operating workflow that can ship in 1-2 weeks.

Secondary resource

Delivery-fit checklist.

A client project is likely a good MLDeep partner fit when the agency opportunity is clear but the backend path needs technical validation.

Download the complete checklist

A more detailed agency scoping worksheet with fit rules, client-promise prompts, data dependency checks, automation risk signals, ownership questions, and first-scope examples.

Download checklist

Data is part of the promise

The campaign, portal, lifecycle journey, or product experience depends on data quality, reporting logic, API access, or analytics definitions.

No-code tools are too brittle

The workflow has branching logic, retries, transformations, joins, or failure risk that would make a simple Zapier/Make setup fragile.

The client wants AI, but needs proof

The idea sounds useful, but the client needs one technically defensible use case before funding a broader AI build.

The agency should not hire for it

The work is important enough to deliver well, but not frequent enough to justify building a permanent AI/data engineering bench.

Partner FAQ

What agency founders ask before booking.

How do you protect my client relationship?
Mutual non-solicit in every engagement letter -- written, not promised. MLDeep does not pitch retainer, creative, growth, or lifecycle work to your client during or after the engagement. The technical scope is the entire scope.
What does a sprint cost and how long does it take?
Feasibility Sprint: $5,000-$8,000, 1 week. RapidOps Automation Sprint: $5,000-$8,000, 1-2 weeks. Both fixed-price, written into the SOW before kickoff. No hourly billing, no scope creep.
White-label or co-branded -- how does the billing work?
Three options decided in the fit call: (1) sub on your paper -- MLDeep contracts to you, you contract to the client at your margin; (2) white-label invoice through your firm; (3) direct contract with the client plus mutual non-solicit with you. Each gets a different invoice template. Pricing to MLDeep is the same across all three.
Timezone overlap and response time?
Responses within one business day. Live calls overlap 17:00-22:00 IST / 07:30-12:30 ET. During an active sprint, written daily status lands in your inbox by 09:00 ET. India-based primary; client-facing comms can carry your firm's signature.
What if you are sick or double-booked mid-sprint?
MLDeep is a single-practitioner consultancy. Domain Methods is a formal delivery partner for capacity extension -- on hard-deadline sprints, their consultants can step in under MLDeep's brand and direction. You will know about this option before signing the engagement letter.
Do you carry SOC 2 or E&O insurance?
No -- single-practitioner consultancy. Trust controls in writing: mutual NDA, read-only access by default, engagement-scoped credentials, single-operator access (no subcontractors), engagement-end deletion within 7 days, liability capped at fees paid.
Next step

Bring one client project that needs backend depth.

We will help you decide whether it needs a feasibility sprint, a RapidOps scope, or a different technical partner.

Book a partner fit call Send a scenario instead

Responds within one business day · calls overlap 17:00-22:00 IST / 07:30-12:30 ET · back to partner hub.