M10 Labs

HOW WE WORK

Frictionless collaboration. Unmatched velocity.

We plug into your workflow without disrupting your team. You get a practitioner-led squad that ships fast, stays accountable to shipped outcomes, and operates with production discipline.

Practitioners, not placeholders Two-week delivery cycles Clear acceptance checks Shared Slack channel Works in your tracker Production-ready outputs
Designed for leadership clarity. Weekly visibility, predictable delivery, and clean handoffs into your engineering org.
PRICING MODEL

Flexible pricing that rewards outcomes, not hours burned.

We do not run a meter on meetings or sell bodies. We agree on what “done” means, we ship in short cycles, and you pay for a delivery model that stays aligned with real value.

Retainer for a dedicated squad

Best when you need sustained momentum. You get a consistent team, predictable throughput, and shared ownership.

  • What you pay for: capacity plus shipped increments
  • How we stay honest: weekly demos, PRs, and acceptance checks
  • What you avoid: hourly billing incentives and slow delivery
Fixed-scope milestone delivery

Best when the target is clear. We define deliverables and acceptance checks, then ship to milestones.

  • What you pay for: defined outputs by milestone
  • How scope stays clean: explicit acceptance checks and change control
  • What you avoid: surprises at the end of the build
Hybrid: base retainer + success component

Best when you want flexibility plus upside alignment. A stable base plus a delivery incentive tied to shipped outcomes.

  • What you pay for: baseline execution plus outcome bonus
  • How it is measured: shipped features, adoption, or workflow completion
  • What you avoid: paying extra for churn and rework
What makes this modern
Everyone on the squad contributes to the outcome. Product, engineering, and design decisions happen in the build, not in a separate consulting layer. You pay for a team that ships and improves the system, not for hours in a timesheet.
How we keep it fair
  • clear definition of done for every deliverable
  • acceptance checks and demo readiness before claiming completion
  • transparent backlog with priorities you control
  • real artifacts: PRs, releases, docs, runbooks
What you never pay for
  • status theater and excessive meetings
  • idle time or “warm bodies” staffing
  • vague progress without shippable increments
  • handoffs that leave your team stuck
THE SQUAD

A forward-deployed team that operates like your own.

You get a practitioner-led squad that integrates into your tooling and shipping habits. Each role exists to reduce ambiguity and increase shipped output.

Technical Product Lead

Owns scope clarity, acceptance checks, and keeps delivery moving without churn.

  • ticket decomposition and prioritization
  • acceptance checks and demo readiness
  • cross-team coordination

Forward-Deployed Engineers

Senior builders who ship inside your stack and leave clean, maintainable work.

  • backend and APIs
  • frontend and UX implementation
  • data and ML plumbing

Optional specialists

Bring in depth when needed, without adding vendors or management overhead.

  • ML and evaluation engineering
  • security and platform architecture
  • performance and cost tuning
DELIVERY CADENCE

Fast, predictable, and visible.

We plug into your existing tracker. You submit work. We clarify acceptance checks and dependencies, commit sprint scope, and ship in two-week cycles. Real-time updates happen in a shared Slack channel.

01
Task submission
You share tickets in your workflow, as-is.
02
Clarify and align
We define acceptance checks, risks, and dependencies quickly.
03
Sprint commitment
We lock sprint scope with clear deliverables and ownership boundaries.
04
Real-time collaboration
Shared Slack channel for fast decisions and progress visibility.
05
Demo and ship
End-of-sprint demos plus PRs, release notes, and clean handoff.
Seamless integration
  • we adopt your branching strategy and code review norms
  • we write tickets, docs, and PRs in your tone and format
  • we respect existing ownership boundaries and approvals
Leadership visibility
  • weekly progress snapshots you can forward
  • clear in-sprint risk flags, not surprises
  • every sprint ends with shippable artifacts