Define the right work
Map the workflow, establish its baseline and agree what a successful release must do.
FOR THE WORK THAT KEEPS MOVING
A senior engineering partner to build, run and improve the operational software your business needs. One accountable operator, from the first workflow to the next improvement.
Built for multi-site B2B service operators.
See the delivery experience →AI engineering partnership
$30,000/month
3 months initially. $90,000 total, billed monthly in advance. All prices in USD.
Discovery, active development and operation in one engagement.
Book a call 15-minute introductory call · no charge
Scope and start date agreed before signing.
Service completion to invoicing. New-branch onboarding. An exception queue with no clear owner. Start where the operational friction is already visible.
Map the workflow, establish its baseline and agree what a successful release must do.
Build the integrations, interface and automation around your existing systems and approval rules.
Monitor the agreed system, handle incidents and prioritize the next improvement with you.
BUILT AROUND YOUR EXISTING OPERATION
Keep the tools your teams rely on. Build the missing handoffs, approval paths and exception handling around them.
See the systems we've delivered →The scope boundary. One prioritized delivery lane. Start with one workflow, up to three roles and two integrations; agree each release before work begins. Work outside that boundary is prioritized into a later release or separately scoped.
Month 01
Map one workflow, validate access, set the baseline and review the first working slice.
Month 02
Test a bounded release with real users, review exceptions and agree the production rollout.
Month 03
Stabilize the release, measure adoption and choose the next improvement from observed work.
This is the planning sequence. Your statement of work sets milestones, release acceptance criteria and access dependencies. Weekly working reviews make progress visible; a monthly outcome review determines what deserves attention next.


THE RIGHT FIT
You bring the process knowledge, the people who use it and access to the systems. Omar brings product judgment, engineering and operational responsibility.
An executive owns the outcome and can make decisions.
The workflow has recurring volume and a measurable consequence.
Your team can commit budget, system access and time for reviews.
You need ongoing progress across a prioritized roadmap.
Talk through the fit →3 months initially. $90,000 total, billed monthly in advance. All prices in USD. Monthly in advance after a signed statement of work. Cloud, model, software-vendor fees and applicable taxes are additional.
After the initial 3 months, the engagement continues monthly. Either party can give 30 days' written notice, including during the initial term, with termination effective no earlier than the end of that term. Fees for delivered service periods are not refundable. Prepayments for periods after termination are returned. The signed agreement defines remedies for nonperformance.
One prioritized delivery lane. Start with one workflow, up to three roles and two integrations; agree each release before work begins.
Monday to Friday, 09:00–18:00 US Central Time, excluding US federal holidays. Response means acknowledgment, not a guaranteed resolution.
Paid-for custom deliverables transfer to you monthly, with source history, documentation and a runbook. Your existing IP stays yours. Third-party and open-source components keep their licenses; any pre-existing ML LABS components are listed in the agreement with rights to use and maintain the delivered system.
Omar leads the work personally. Scope and an available start date are confirmed before you sign; new delivery commitments are accepted only when current obligations and incident coverage can be met. You receive regular repository exports and a documented handover. If Omar is non-responsive for 5 consecutive business days, fees stop and are prorated to the start of that period. No standby engineer or 24/7 coverage is included.
The signed statement of work and agreement govern each engagement. Security and vendor information →
YOUR NEXT STEP
We'll work out whether it needs better software, better configuration, or a different decision.