AI Readiness Migration
Transform your product and data infrastructure for AI readiness
A fixed-scope engagement that audits your current product data architecture and prepares it for AI feature development. Deliverables include a data quality report, vector database strategy, feature store design, model serving infrastructure plan, and a sequenced implementation roadmap your team can execute.
24h
Response time
100%
On-time delivery
5 yrs
Experience
NDA
Available
How We Work
A structured process that eliminates surprises
Describe
Tell us what you need. Use the form or email.
Quote
Receive a detailed proposal within 24 hours.
Build
We deliver in milestones with full transparency.
Deliver
Handover with documentation and source code.
The Problem
Companies want to add AI features but their data is unstructured, siloed, and missing the signals ML models need
Infrastructure debt (no embeddings pipeline, no model serving layer) blocks AI feature development for months
Capabilities
Data Quality Assessment
Audit of existing data assets: completeness, labeling quality, signal density, and identification of data collection gaps that block specific AI use cases.
AI Architecture Blueprint
Target architecture document covering embedding pipeline, vector store, feature store, model serving, and monitoring — sized to your traffic and budget.
Implementation Roadmap
Sequenced 90-day roadmap with milestones, effort estimates, and dependency graph so engineering can start immediately after the engagement.
Past Work
Case studies available under NDA
B2B SaaS Platform
Details available on request
Data Pipeline
Details available on request
API Integration
Details available on request
Pricing
Flexible engagement models to fit your needs
Fixed Scope
- 3-week engagement
- Data quality report
- AI architecture blueprint
- 90-day roadmap
- 2 review sessions with stakeholders
- Implementation Q&A (30 days post-delivery)
Start a Project
Describe your project and we'll respond within 24 hours
Frequently Asked Questions
Does this engagement include any implementation work?
No — this is a strategy and architecture engagement. We deliver the blueprint and roadmap; your team or a follow-on engagement handles implementation.
What is the output format?
A Notion/Confluence document package: data quality report, architecture diagram (Miro/Lucidchart), and roadmap (spreadsheet). All formats are editable.