Models and copilots are easy to buy. Getting them onto the systems and data your business actually runs on is not. We modernize access and unify data so AI ships in production, not slide decks.
AI on real enterprise contextModels and agents wired to systems and governed data, not siloed experiments
Intelligence layered on APIs, lineage, and policy you already own.
Sound familiar
The bottleneck isn't the model. It's the estate.
Teams hit the same walls after the first demo. None of these are fixed by a better model name.
Legacy is a black box
Core apps and databases were not built for APIs, events, or machine access. AI sits outside the systems where work really happens.
Data does not line up
Definitions differ by region and system. Reports conflict, features drift, and nobody wants to bet a production workflow on that.
Integration is one-off glue
Each pilot needs custom pipes and hero engineers. Nothing reusable, nothing your security team will happily sign off at scale.
Pilots never harden
Proofs stay in sandboxes because the path to governed, monitored production was never part of the plan.
You fix this by opening systems through stable interfaces and making data consistent and governed. Everything below is built around those two jobs.
Approach
Two pillars, one path
AI and automation need both: applications you can integrate without screen-scraping, and data that matches from warehouse to API. We run those tracks together so you are not tuning models on data that still does not match production.
Preparing Legacy for AI
Turn tightly coupled legacy into services and events that copilots, agents, and partner products can call with contracts, auth, and rate limits you control.
What we deliver
Decoupling, API layers (REST and GraphQL), and clear integration boundaries
Platform modernization across common enterprise stacks (for example PowerBuilder, Oracle, Sybase)
Interop with your identity, observability, and release practices
Outcome: New capabilities plug into the estate instead of bypassing it.
Preparing Data for AI
One governed path from source to consumption so features, dashboards, and models read the same facts your finance and operations teams recognize.
What we deliver
Discovery, lineage, and repeatable extraction into modern platforms
Shared models and quality rules across regions and products
Governance, access policy, and monitoring fit for regulated environments
Outcome: Analytics and AI ship on data you can explain and defend.
Solutions
Solution areas
We deliver through six solution tracks. Each has clear scope, assets, and delivery. Pick the one that matches your landscape for assessments, roadmaps, and execution detail.
Trusted Data Foundation
Pipelines, quality, and governance on one trusted layer so analytics and AI pull from the same facts across the enterprise.
Move off Informatica-heavy patterns to cloud-native pipelines, lakehouse or warehouse targets, and orchestration your teams can run and observe without legacy drag.
Run cost, speed to change, and AI that ships when the foundation is ready.
30 to 50 percent lower legacy run cost as estates simplify
40 to 60 percent faster programs with repeatable patterns, not hero rewrites
API-first surface so products and AI attach to contracts you govern
One governed data layer for analytics and AI with shared definitions and lineage
Fewer production surprises with observability, rollback, and audit-friendly trails
AI on a release cadence when data and APIs are production-ready
Accelerated POC
An accelerated POC at minimal cost
We scope a quick three-week proof on legacy, data, or both: bounded work, a short written readout, and something demo-ready. Pricing is structured for a low entry point; we align scope, cost, and timeline before kickoff.
Legacy3-week POC
Legacy path to AI
Prove one blackboxed or tight module behind APIs and automate a bounded workflow with AI. Readout covers coupling, what to open next, and what a full program would take.
POCs target about three weeks and minimal cost; exact scope, fees, and NDA are confirmed before kickoff. Button links are placeholders until your form or CRM is connected.
Contact
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