AI is only as goodas the data behind it.We build both.

Senior data and AI partners for decision makers who need to audit, architect, and build mission-critical systems.Trusted by teams at PSI, Examity, NMS360, Zolvat, Polymer DLP, and 30+ others.

Ways to engage

Pick the right first step.

Some clients need an audit before they commit to a build. Others need a rescue team, a full platform, or ongoing senior data and AI ownership. We shape the engagement around the risk, urgency, and technical reality in front of you.

Data & AI Readiness Audit

Decision makers who know something is off, but need the real technical picture before investing.

System and data foundation review
AI feasibility and risk assessment
Prioritized roadmap for what to fix, build, or avoid

Polymer DLP

Uncovered 8 data quality issues, including 30% missing routing numbers, before they became a production incident.

Berexia ESG LDA

Moved validation earlier in the workflow and cut ESG reporting cycles by 80%, turning a brittle reporting process into a repeatable operating model.

Pipeline Rescue & Cost Optimization

Teams with slow, expensive, or brittle data infrastructure that is already affecting delivery.

Pipeline and warehouse cost analysis
Performance bottleneck isolation
Optimization plan and implementation support

Zoomprop

Reduced property research time from weeks to minutes through Dagster-orchestrated data pipelines and unified intelligence access.

Prepaire

Unified 5+ public health data sources into one pipeline and reduced manual monitoring effort from hours to minutes.

Production Platform Build

Companies building fintech, edtech, proptech, data, or AI products that need senior architecture from day one.

Product and platform architecture
2-5 person delivery team
Production-grade data, API, and AI implementation

PSI

Reduced onboarding from 3 months to 2 weeks while delivering 99.9% uptime and 40% fewer booking errors.

Examity VRS

Enabled a single proctor to monitor 20-30 concurrent exams with up to 6x higher coverage than manual workflows.

Fractional Data/AI Engineering Partner

Teams that need ongoing senior technical ownership without hiring a full internal function first.

Architecture and delivery leadership
Coaching for internal teams
Ongoing optimization, maintenance, and roadmap execution

Superlayer

Cut CRM admin by 6 hours per rep each week and improved forecast accuracy from 67% to 84%.

TikTok GPT

Shifted business teams from analyst-dependent SQL workflows to self-serve answers with sub-second to seconds response times.

How we work

From diagnosis to shipped systems.

We diagnose first, build with a small senior team, and stay close enough to make sure the work becomes operational.

01
Diagnose
We audit the current systems, cost drivers, data flows, and AI readiness so the real problem is visible.
02
Architect
You get a practical plan for what to fix, what to build, what to defer, and what to avoid.
03
Build
An AI-first and data foundation focused 2-5 person team implements the data, API, AI, and platform work needed to ship.
04
Optimize
We support adoption, coach internal teams where useful, and keep refining until the system works in practice.

Case studies

Real systems, shipped under real constraints.

Find the pattern closest to your problem. Real projects, real outcomes, and proof that the work holds up beyond the demo.

AI Data ProductZoomprop Inc

Zoomprop: AI-Powered Real Estate Intelligence & Investment Decision Platform

We built an AI-powered real estate intelligence system that transforms fragmented property data into continuously updated investment insights

minutes

to generate investment-ready property intelligence

PythonFastAPIPostgreSQL + PostGIS+5

AI Data ProductZeroto1

TikTok GPT: AI Data Copilot for E-commerce Intelligence

We built an AI-powered data copilot that allows business users to query complex TikTok datasets using natural language

sub-second to seconds

response time for natural-language business queries

PythonLangChainOpenAI API+4

AI Data ProductSuperlayer.co

Superlayer: AI Revenue Intelligence & Sales Execution Copilot

We built an AI-powered revenue intelligence system that captures, structures, and operationalizes sales activity across the entire pipeline

5–10%

win-rate lift from better visibility and follow-through

GoPostgreSQLOpenAI API+4

EdTech InfrastructurePSI Services LLC

RSaaS: Resource Scheduling as a Service

We built a unified scheduling API that abstracts booking complexity and exposes consistent orchestration workflows for client implementations

$50K

estimated onboarding cost saved per client

GoReact/TypeScriptPostgreSQL+3

EdTech InfrastructureExamity

Examity Video Recording Service (VRS)

We built an event-driven video recording service that coordinates session lifecycle, observability, and operational controls

20-30

concurrent exams monitored per proctor

GoWebRTCRedis+3

Workflow AutomationBerexia

ESG LDA Platform

We built a centralized ESG workflow platform that standardizes data intake, validation, and reporting in one place

80%

faster ESG reporting cycle

PythonReact/TypeScriptPostgreSQL+2

Client stories

Trusted by teams we've worked with.

"Everyone on the team is straightforward, no-nonsense, and goal-oriented. If there is a question or something is unclear, it is raised immediately. Datum Brain is an excellent software provider compared to most."

Ignat RemizovCo-Founder and CTO

All Customers

Let's talk

Talk through your data or AI challenge.

Bring the messy context. We'll help you sort what needs an audit, what needs architecture, and what is ready to build.