AI READINESS & ACCELERATION

AI Readiness (AIR) Index™

A proprietary assessment framework for organizations ready to make AI real.

Strategic clarity

Immediate execution capacity

Nearshore logistics and economics

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First Stop Health company logo.
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Roc360 logo with stylized R and 360° text.
FragranceNet.com logo with a vintage perfume atomizer icon and the tagline 'Trusted online since 1997.'
Elevate Aviation Group logo in white text.
Gensler company logo in white text on transparent background.
FrankCrum company logo with stylized hexagonal symbol.
PFL logo with a crown above the letters.
ServiceTitan company logo with a stylized lion's head to the left of the text.
First Stop Health company logo.
Quicken white logo
Generac brand logo in white text on transparent background.
APA poolplayers.com logo with hand holding a pool cue and ball.
What is the
AIR Index™

The AIR Index™ is the first step in First Factory’s comprehensive engagement framework.
Delivered by consultants holding active AI and Cloud certifications, the AIR Index™ gives
organizations a structured, scored view of where they stand today and a prioritized roadmap to
get where they need to be. The assessment spans four dimensions, produces a composite
readiness score, and results in a set of concrete client deliverables, designed to inform the most
effective path forward.s

Our Process

Four Dimensions of Assessment

Every AIR engagement evaluates an organization across four interconnected dimensions. Each is scored independently, then combined into a composite readiness score used to determine the recommended engagement tier.

Consulting

Expert guidance to evaluate software solutions, compare build vs. buy options, and optimize your development processes through strategic analysis and recommendations.

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Staff Augmentation

Dedicated full-time resources who integrate seamlessly into your existing team, working in your time zone and participating in all your Agile ceremonies and workflows.

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Scrum Teams

Self-organizing teams of developers, testers, and a product owner who deliver software in two-week sprints with regular demos and continuous stakeholder collaboration.

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Milestone-Based Projects

Fixed-price custom development with clearly defined scope, scheduled demos, and guaranteed pricing that includes UAT windows and post-release support.

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Service Contracts

Ongoing maintenance and support agreements available as fixed-price annual contracts or hourly arrangements with specific SLAs tailored to your post-launch needs.

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Implementation Partner

Trusted by SaaS vendors, offering structured, repeatable, high-volume implementations that quickly deliver customer value without burdening internal vendor teams.

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01 Data Infrastructure

We assess the quality, accessibility, and governance of your data — the fuel that powers everyAI system. This includes data pipelines, storage architecture, labeling readiness, andcompliance posture. Poor data infrastructure is the most common reason AI initiatives stallafter launch, regardless of model quality or engineering talent

Sample score: 72 / 100 Sustained · Partially governed
Assessment areas: Data quality, Pipeline maturity, Governance & compliance, Labelingreadiness, Regulatory alignment

02 Data Infrastructure

We assess the quality, accessibility, and governance of your data — the fuel that powers everyAI system. This includes data pipelines, storage architecture, labeling readiness, andcompliance posture. Poor data infrastructure is the most common reason AI initiatives stallafter launch, regardless of model quality or engineering talent

Sample score: 72 / 100 Sustained · Partially governed
Assessment areas: Data quality, Pipeline maturity, Governance & compliance, Labelingreadiness, Regulatory alignment
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Woman with curly hair and sunglasses on her head working on a laptop displaying code in a modern office with multiple empty desks and monitors.

03 Process Maturity

We map your existing workflows to identify where AI creates the most leverage — automatingmanual steps, accelerating decisions, or surfacing intelligence from unstructured data. Wealso assess your organization’s change management readiness. AI adoption fails most oftennot from technical shortcomings, but from organizational resistance and undefinedownership.

Sample score: 60 / 100 Constrained · Automation opportunities identified
Assessment areas: Workflow documentation, Automation candidates, Decision velocity,Approval process mapping, Change capacity

04 AI Toolchain & Stack Audit

Our certified cloud and AI consultants evaluate your current tech stack for AI-compatibility —cloud infrastructure, API integrations, model deployment readiness, observability, and securityposture. This dimension connects directly to the Stack Modernization & Vulnerability Assessment,the complementary Phase 1 engagement in The Factory Method™.

Sample score: 55 / 100 Constrained · Cloud-partial
Assessment areas: Cloud readiness, API & integration layer, Vector DB compatibility, Modeldeployment paths, Observability tooling, Security posture
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By The Numbers

Scoring Tiers

Each of the four dimensions is scored from 0 to 100. A composite score is calculated and mapped to one of three engagement tiers. The tier determines First Factory’s recommendednext step thus ensuring you receive a path forward calibrated to where you actually are.

Tier
LeveragedScore:
75–100
TransitionalScore:
40–74
Emergent
Score: 0–39
Recommended Path
The organization has strong data infrastructure, capable teams, matureprocesses, and a compatible stack. Proceed directly to AIimplementation. First Factory recommends an AI Accelerationengagement: scoping the build, selecting the right model architecture,and deploying production-grade AI within a defined timeline.
Foundational elements are in place but gaps exist in one or moredimensions. A phased approach is recommended: address datagovernance or stack modernization first, then layer in AIimplementation. First Factory will deliver a sequenced roadmap thatbuilds toward AI without overextending current capacity
The organization is in the early stages of AI readiness. Strategicplanning and foundational work are required before implementation.First Factory recommends a consulting engagement to establish thedata, process, and team foundations that make AI investments durablerather than experimental.

What You Receive

Every AIR engagement concludes with a structured set of deliverables designed for twoaudiences: the technical teams who will execute on recommendations, and the executivestakeholders who will fund them. All deliverables are produced by the same certifiedpractitioners who conducted the assessment.

Working Together

Engagement Overview

The AIR is structured as a four-week engagement, making it accessible as a low-commitmententry point while producing a comprehensive, high-value output. It is frequently the firstengagement in a longer Factory Method™ relationship.

  1. Week 1: Discovery
    Stakeholder interviews, documentation review, access provisioning, current-state mapping across allfour dimensions.
  1. Week 2: Assessment
    Technical deep-dive, automated scanning tools, manual review of architecture, data,processes, and team capabilities
  1. Week 3: Analysis
    Findings synthesis, severity classification, roadmap sequencing, deliverable drafting,internal review with First Factory senior leadership
  1. Week 4: Readout
    Executive presentation of full findings, technical deep-dive session withengineering leads, recommended next-phase proposal.
our testimonials

Customer experiences that
speak for themselves

CTO, Equity Estates
"Their practical knowledge on the AI side... is also highly impressive."

"The quality of their resources has been exceptionally high and consistent. Their backbench of technical expertise is a game-changer."

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CEO, Patient Studio
"The degree of engagement and communication exhibited by their team was remarkable."

"I can confidently say that my experience working with First Factory left me entirely delighted with both the process and the end result."

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Director of Technology, Bellator MMA
"Since launching our platform, our audience has been growing exponentially."

"First Factory's agility and development speed were their most impressive assets. Whenever we requested something, their turnaround time was commendable. There was nothing First Factory could have improved on."

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VP, Outsourcing Financial Services Company
"First Factory’s responsiveness to our requests and issues is excellent."

"First Factory’s resources are very technically skilled. Additionally, they provide strong customer service and are very adaptable to our processes."

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CTO, FinTech & Services
“I always trust them to get the work done”

“First Factory is always on point with execution. They’re thorough and often finish ahead of schedule.”

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COO, Telemedicine Provider
“Exactly what we needed.”

“We were able to successfully launch our mobile app because of the work that they provided, which was a huge cost savings driver for our company.”

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VP Engineering, Software Company
"Everything has been great."

"First Factory has great cost and relationship management, strong performance management, and quality candidates."

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Executive, Reti360
"The application is incredibly well-designed and has some of the highest-quality work we’ve seen."

"We were really impressed with their grasp and understanding of the problems we brought to them. First Factory was flexible and accommodating to ensure we had the right individuals working on the project."

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President & CEO, OneWorld Inc.
"They’re always on time, and they’re committed."

"Their flexibility and project management are the highlights of working with them, especially because you never know what will happen in our industry."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
CTO, Equity Estates
"Their practical knowledge on the AI side... is also highly impressive."

"The quality of their resources has been exceptionally high and consistent. Their backbench of technical expertise is a game-changer."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
CEO, Patient Studio
"The degree of engagement and communication exhibited by their team was remarkable."

"I can confidently say that my experience working with First Factory left me entirely delighted with both the process and the end result."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
Director of Technology, Bellator MMA
"Since launching our platform, our audience has been growing exponentially."

"First Factory's agility and development speed were their most impressive assets. Whenever we requested something, their turnaround time was commendable. There was nothing First Factory' could have improved on."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
VP, Outsourcing Financial Services Company
"First Factory’s responsiveness to our requests and issues is excellent."

"First Factory’s resources are very technically skilled. Additionally, they provide strong customer service and are very adaptable to our processes."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
CTO, FinTech & Services
“I always trust them to get the work done”

“First Factory is always on point with execution. They’re thorough and often finish ahead of schedule.”

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
COO, Telemedicine Provider
“Exactly what we needed.”

“We were able to successfully launch our mobile app because of the work that they provided, which was a huge cost savings driver for our company.”

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
VP Engineering, Software Company
"Everything has been great."

"First Factory has great cost and relationship management, strong performance management, and quality candidates."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
Executive, Reti360
"The application is incredibly well-designed and has some of the highest-quality work we’ve seen."

"We were really impressed with their grasp and understanding of the problems we brought to them. First Factory was flexible and accommodating to ensure we had the right individuals working on the project."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
President & CEO, OneWorld Inc.
"They’re always on time, and they’re committed."

"Their flexibility and project management are the highlights of working with them, especially because you never know what will happen in our industry."

Abstract orange circular gradient with concentric rings fading outwards on a transparent background.
Consulting

Expert guidance to evaluate software solutions, compare build vs. buy options, and optimize your development processes through strategic analysis and recommendations.

Red circular gradient with a bright center fading to darker edges on a black background.
Staff Augmentation

Dedicated full-time resources who integrate seamlessly into your existing team, working in your time zone and participating in all your Agile ceremonies and workflows.

Red circular gradient with a bright center fading to darker edges on a black background.
Scrum Teams

Self-organizing teams of developers, testers, and a product owner who deliver software in two-week sprints with regular demos and continuous stakeholder collaboration.

Red circular gradient with a bright center fading to darker edges on a black background.
Milestone-Based Projects

Fixed-price custom development with clearly defined scope, scheduled demos, and guaranteed pricing that includes UAT windows and post-release support.

Red circular gradient with a bright center fading to darker edges on a black background.
Service Contracts

Ongoing maintenance and support agreements available as fixed-price annual contracts or hourly arrangements with specific SLAs tailored to your post-launch needs.

Red circular gradient with a bright center fading to darker edges on a black background.
Implementation Partner

Trusted by SaaS vendors, offering structured, repeatable, high-volume implementations that quickly deliver customer value without burdening internal vendor teams.

Red circular gradient with a bright center fading to darker edges on a black background.
Two men collaborating at a desk with multiple computer screens displaying documents and videos in an open office.
who we are

Delivered by Certified Practitioners

Every AI Readiness Index™ engagement is led by First Factory consultants holding active AWS Partner credentials and AI platform certifications. Clients receive findings from practitioners who
can also execute on them, not generalist account managers who hand off to a delivery team they’ve never met.

First Factory is also SOC2 Type 2 certified, meaning we hold ourselves to the same securitystandards we assess in your environment. This matters when we’re reviewing your datagovernance posture, your secrets management practices, or your API security configuration.You can trust that we approach those areas with the same rigor we apply to our ownoperations.

Frequently asked questions

Everything you want to know clearly explained

What are your rates? / How is that cheaper than the US?

Our hourly rates are based on a combination of skills and experience level, representing noticeable savings compared to US-based developers. Costa Rica allows us to access a highly educated talent pool with a lower cost of living, while our proximity (5-hour flight from NYC) and compatible time zones (1-2 hours behind Eastern) provide advantages that offshore models can't match. Contact us for a rate card and to discuss custom pricing.

How do you vet your resources?

Every First Factory employee goes through rigorous HR screening, technical interviews, background checks, and English fluency assessments before joining our team. We handpick team members based on both technical expertise and behavioral skills to ensure they integrate seamlessly with your existing team. All employees must sign required policies and complete ongoing security training as part of our SOC 2 Type 2 compliance.

How do Costa Rican resources compare to US resources?

Costa Rican engineers are university-educated professionals who are just as skilled as US-based developers, with fluency in English and the ability to work in US time zones. Many clients tell us they don't notice any difference between working with our team and their US-based employees. Our average client tenure is over three years, with 25% of clients staying with us for five years or longer.

How do you onboard / get started with a client?

Our typical onboarding process takes 2-6 weeks and includes discovery meetings, executing required agreements (NDA, MSA, SOW), handpicking your team, and establishing communication cadence. You'll work directly with a dedicated Manager, receive a Getting Started Guide, and participate in checkpoints.

What are some pitfalls that can occur in our engagement and why?

The most common challenges include unclear requirements, change of scope, and blockers from dependencies on other teams or third-party providers. We avoid these by setting goals up front, continuing to calibrate expectations, and being highly proactive with our communication. Our team has the agency to raise concerns and will not sit by idly waiting for work. Our 30-day guarantee ensures we address any issues immediately rather than letting them fester.

What technologies have you worked with?

We work with dozens of technologies including .NET, Java, Node.js, Python, React, Angular, React Native, and AI solutions using OpenAI, Claude, and AWS. What makes our team exceptional isn't just current knowledge, it's their ability to quickly learn new technologies as needed. If you have a specific technology stack in mind, we're happy to discuss our experience with it directly.

I only want Senior-level engineers; can you build me a team of seniors?

Yes, we can build teams with senior-level engineers, though we recommend a balanced approach for most projects. A mix of senior engineers for architecture, mid-level engineers for implementation, and talented juniors provides better value without sacrificing quality. We're flexible and will configure your team based on your specific needs, timeline, and budget.

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