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.

Start with an audit if you need the real technical picture first. If you already know what needs fixing or building, we step straight into delivery.

Data & AI Readiness Audit

You suspect something's wrong with your data or AI setup, but you don't have the technical depth in-house to say what, or how bad.

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

Berexia ESG LDA

Berexia's ESG reporting cycle ran 3-4 months because validation happened at the end, not the start. We moved it earlier in the workflow and got that down to 2-3 weeks.

Prepaire

Outbreak data was scattered across 5+ public health sources with no shared format, so analysts monitored everything by hand. Once we mapped where the gaps were, consolidating into one pipeline cut monitoring effort from hours to minutes.

Polymer

Predict Data's teams were stuck manually extracting from unstructured documents with no scalable process. Diagnosing the bottleneck led to a rebuild that cut processing cost by 90% and made it 100x faster.

Build & Optimize

Whether your pipelines need to be rescued, a platform needs to be built from scratch, or you need senior ownership on an ongoing basis — we bring a 2-5 person senior team and shape the engagement around what the work actually calls for.

Pipeline rescue, cost optimization, or greenfield platform build
2-5 person senior delivery team
Ongoing architecture, coaching, and roadmap execution as needed

Zoomprop

Analysts were spending weeks manually pulling together property data before evaluating a deal. We rebuilt it as a Dagster-orchestrated pipeline, so that same research is ready in minutes.

PSI

Every new client integration meant weeks of custom orchestration work. We built a scheduling API that abstracts that away, cutting onboarding from 3 months to 2 weeks and saving roughly $50K per implementation.

Superlayer

Reps were losing hours logging calls and chasing CRM updates by hand. Automating that gave each rep back 5-7 hours a week and lifted win rates by 5-10%.

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.