Autonomous program generation
Agents that initiate R&D programs without an engineering queue — Recursion’s primary workflow infrastructure.
> justdata.ai — agentic AI studio
Agentic AI & Generative Workflows — Built for Production.
Tool-using agents and generative pipelines that replace manual work. You work directly with the builder — no agency handoffs.
POST /v1/agent/run
// request
{
"goal": "Nominate top phenotypic candidates",
"tools": [
"query_assay_db",
"score_candidates",
"draft_brief"
]
}
// response
Trusted by industry leaders
Specialty
Production agentic & generative AI
Natural-language data access
Stakeholders query complex datasets through chat, not SQL.
Generative document pipelines
PDFs in, validated JSON out — GBS cut processing time 30–50% across 24 schemas.
Experiment → production
Notebooks become durable workflows — Recursion evaluation dropped from a week to hours.
Capabilities
What we build
Agentic AI
Tool-using agents and orchestrated workflows that encode expert reasoning.
- Autonomous program initiation in ambiguous R&D spaces
- NL interfaces over governed APIs for non-technical users
Generative AI
Schema-bound extraction and GenAI embedded in real processes — not chatbots on the side.
- GBS — 24 benefit schemas extracted from quote PDFs
- JustMoney — planning agent over live financial data
Predictive ML
Scoring and ranking models that agents and operators act on.
- Soaren — +20% returns, $300M+ lending, 100% YoY growth
- RevHawk churn · TravelPass 95%+ semantic matching
Products
Tools you can use
Shipped products and sandboxes — separate apps, same Just Data infrastructure.
OptiSolar
LiveGrid-scale solar layout optimizer
Draw a site boundary, run terrain-aware shading optimization, and compare LCOE, yield, and layout tradeoffs. Free tier: 5 runs per browser.
USGS DEMTerrainLCOE + layoutOutput5 runsFree tier
Simile API
ProductionSemantic room-type matching
95%+ accuracy reconciling fragmented hotel inventory across suppliers. Productized from TravelPass Group production work.
95%+AccuracyTravelPassClientNLP APIType
JustMoney
SandboxAgentic household finance
Planning agent over Plaid and YNAB data — envelope state, allocation proposals, and session context instead of generic chat advice.
AgenticPatternPlaid & YNABDataSandboxStatus
Work
Case studies
Generative AI
Insurance quotes that structure themselves.
Generative extraction workflow for GBS Benefits — 24 plan schemas, validated JSON, 30–50% faster processing. Production handoff included.
30–50%Speed
24Schemas
GBSClient
Agentic AI
An agentic advisor for household finance.
Sandbox workflow: Plaid + YNAB data, envelope state, and a planning agent that proposes allocations — not generic chat advice.
AgenticPattern
Plaid & YNABData
SandboxStatus
Product
Room types that match across every supplier.
Semantic matching for TravelPass Group — 95%+ accuracy reconciling fragmented hotel inventory. Productized as Simile.
95%+Accuracy
TravelPassClient
NLP productType
About
Jairus Pace
Data Scientist
Agentic AI and generative workflows in production — LLMs that reason, call tools, and ship. BYU Applied Statistics; Just Data since 2018.
At Recursion: agentic program generation, NL data access, evaluation cycles week → hours. Clients include GBS, TravelPass, and RevHawk. You work directly with me.
- Recursion — agentic AI; week → hours
- GBS — generative quote extraction
- Soaren — +20% returns, $300M+ AUM
- BYU — Applied Statistics