Financial Services · Life Sciences
Our forward-deployed domain experts build model-neutral AI systems with governance that holds up to regulatory review.
Talk to our teamTestimonials
“GenerativeX's solution meaningfully reduced the time our relationship managers spend on proposal preparation, freeing them to focus on what matters most: deeper client conversations and sharper, more tailored proposals. We're excited to see what comes next.”
— Executive Officer, Digital Strategy | Leading Financial Group
“What used to take hours now takes minutes. That efficiency gain doesn't just save time — it expands what our people can take on. We're engaging with clients more closely than we ever could before.”
— Digital Strategy Division | Major Trust Bank
“What drew us in was their approach — the depth of experience, the practical know-how. We felt they could genuinely lead us into this new territory.”
— Head of Digital Strategy | Global Beverage & Consumer Goods Company
Financial Services
Many of our team are former bankers who write production code. We build AI agents for the work your analysts and relationship managers do every day, in your environment, on the model that fits each task.
What we build
01
We pick the model that fits each workflow, not the one a vendor sells.
02
Validation, monitoring and audit trails are part of the build, so your MRM and third-party risk teams can review it like your own models.
03
Our engineers work next to your teams and keep measuring adoption after launch.
Models we deploy, no lock-in
Life Sciences
Our forward-deployed engineers with pharma and AI experience build on the CRM and content systems you already run. Every solution runs in your tenant, and no data is stored or trained on our side.
Works with Veeva and Salesforce
Commercial
Reps prepared for every call: call prep from CRM history and approved materials.
MLR
Fewer review rounds: content pre-checked against your MLR rules. MLR and Veeva Vault approval stay unchanged.
Omnichannel
Next best action, tested against past output before it reaches reps.
Medical Affairs
Evidence-based answers to HCP questions, every sentence sourced.
R&D
Candidates scored side by side on medical need and market potential.
Manufacturing & Quality
Mismatched numbers caught across release documents before sign-off.
Marketing & Brand
Brand plans built on HCP segments and real research.
Pharma Solutions Suite
See all solutions ->
80–90%
of hospital formulary drafts right on the first pass, in daily use by the field
Up to 70%
less time to evaluate drug candidates
Built to clear IT, legal and medical review: off-label questions go to medical information, a source on every line, people make every decision.
How We Work
01
Start with one decision for one team, live on your data in your environment.
02
Scale across functions on the same guardrails, connections and security review.
03
Keep measuring adoption after launch. Your teams own and edit the rules.
The Team In The Room
The people who diagnose the workflow are close to the people who build the system. That is the difference between a prototype and a production operating change.
Rei Araki
Founder & CEO
Yoshinori Kosaka
CTO
Koto Ueda
VP of Finance / Head of US Operations
Hiroki Ida
Board Director
Jason Blades
VP of US Business Development
Jason Radnor
Executive Officer
Engineering
Security & Governance
01
Deployed in your tenant, cloud, VPC or on-premises, with your permissions and data controls.
02
Client data is never used to train foundation models or to improve any shared system.
03
Who asked, what was read, what was written, and who approved it.
04
A certified security program that can support enterprise procurement and risk review.
FAQ
GenerativeX is a forward-deployed AI engineering firm for financial services and life sciences. Our domain experts build model-neutral AI systems inside your environment, with governance that holds up to regulatory review.
A forward-deployed engineer works directly with the business team that will use the system, maps the real workflow, and writes the production code. Many of ours are former bankers, pharma executives and consultants.
Yes. In life sciences we build AI add-ons on the Veeva and Salesforce systems you already run, so there is no new platform for IT to approve. Existing MLR and Veeva Vault approval steps stay unchanged.
We are model-neutral. We pick the model that fits each workflow, including models from OpenAI, Anthropic and Google, and avoid vendor lock-in.
No. Client data is never used to train foundation models or to improve any shared system. Solutions run in your tenant, cloud, VPC or on-premises.
We start with one decision for one team, live on your data in your environment, then scale across functions on the same guardrails and security review.
Start with one decision.
Talk to our team ->
