> 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.

View Case Studies

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

Autonomous program generation

Agents that initiate R&D programs without an engineering queue — Recursion’s primary workflow infrastructure.

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

Live

Grid-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

Launch Case study

Simile API

Production

Semantic room-type matching

95%+ accuracy reconciling fragmented hotel inventory across suppliers. Productized from TravelPass Group production work.

95%+AccuracyTravelPassClientNLP APIType

Launch Case study

JustMoney

Live

Personal finance & budgeting

Envelope budgeting, Plaid and YNAB integrations, wealth tracking, and an AI planning agent over live financial data.

AgenticPatternPlaid & YNABDataMFAAuth

Launch Case study

Kitch

Live

AI meal planner and shopper

Recipe extraction, perishability-aware meal plans, pantry tracking, and Kroger price lookup — PWA for web and mobile.

RecipesAIKrogerShoppingPWAFormat

Launch Case study

Work

Case studies

Generative AI GBS Benefits

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

GBS case study

Agentic AI

Personal finance with an agentic planner.

Live app at money.justdata.ai — envelope budgeting, Plaid + YNAB, wealth tracking, and a Gemini planning agent over real financial data.

AgenticPattern

Plaid & YNABData

LiveStatus

JustMoney

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

Simile case study

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