HTEC AI
Delivery Framework

Every AI engagement at HTEC follows a transparent 3-step framework.
From surfacing opportunities to deploying production-ready solutions — each phase is led by the right people to ensure ROI clarity and execution quality.

Step 1: Surface, Triage, Assess ROI

Forward Deployed Product Manager works closely with Executive Sponsor and client’s team to jointly identify, assess, and validate AI opportunities.

Step 2: Apply HTEC Build Principles

Our AI Engineers collaborate with Technical Leads and client’s engineering team to build AI solutions with real workflows and data.

Step 3: Deploy

Our team works with IT Operations teams to ensure successful deployments and supports business users with implementing change management programs to run adoption across the organization.

How We Deliver Impact - Step by Step

Explore what each phase involves — from discovery through proof of concept to production deployment. Each step defines responsibilities, deliverables, and decision gates to make your AI investment predictable and measurable.

Discovery & Qualification

What we do

  • Run executive sessions to identify AI opportunities
  • Calculate potential revenue and cost savings
  • Review your current tech setup
  • Assess complexity/feasibility
  • Estimate investment

What you get

  • Clear set of use cases to pursue
  • Investment analysis
  • Risk assessment

Decision gate

Continue if at least one opportunity meets ROI threshold

Proof of Value Implementation

What we do

  • Assign forward deployed engineers
  • Design and build working prototype
  • Work closely with your team as needed
  • Evaluate system performance

What you get

  • Working prototype
  • Development roadmap
  • Adjusted ROI model

Decision gate

Suspend if blockers uncovered or ROI assessment changes negatively

Production

What we do

  • Full solution development
  • Production deployment
  • Track performance vs ROI projections
  • Train your team

What you get

  • Production-ready solution
  • ROI realization
  • Maintenance playbook

Embedded Support

Track ROI delivery→ Navigate course corrections together

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Empowering your
digital tomorrow

HQ / San Francisco
Palo Alto
London
Belgrade