Expertise for Niche Science & Underserved Domains

I want to
to accelerate science.

You don't need a large consulting firm. You need a small, senior team who understands niche science, moves fast, and actually builds and implements workflows.

Book a discovery callSee our services
DATAOPSAUDITBUILDAI TRANSFORMATION FRAMEWORK
Days
Kickoff to working pipeline
2
Founders on every engagement
End-to-end
Audit → Build → Train
Founders have built at
Noon EnergyLytenGreenLight BiosciencesAccentureUIUC
AI Readiness AuditKnowledge ManagementWorkflow AutomationTool Selection & IntegrationCustom AI SoftwareTeam TrainingData InfrastructureProcess DesignAI Readiness AuditKnowledge ManagementWorkflow AutomationTool Selection & IntegrationCustom AI SoftwareTeam TrainingData InfrastructureProcess Design
What we do

Three ways we make your company smarter.

We audit your data and workflows, find the right tools, and build what doesn't exist. Your team owns it when we're done.

01

AI Readiness Audit

We assess how your team captures, stores, and uses knowledge — and show you exactly where AI can eliminate friction, reduce risk, and free up your people.

  • Data infrastructure review
  • Knowledge management mapping
  • Team workflow analysis
  • Gap & opportunity report
02

Workflow & Tooling

We find the software your team should be using, design the workflows around it, and make sure your people actually understand — and adopt — the new way of working.

  • Tool selection & evaluation
  • People workflow design
  • Integration architecture
  • Adoption & change management
03

Custom AI Software

When off-the-shelf tools don't cut it, we build. Internal tools, AI agents, data pipelines, integrations — purpose-built for your exact stack and your team's actual workflows.

  • Internal tooling & dashboards
  • AI agent development
  • Data pipelines & automation
  • API & system integrations
Client story

From manual annotation to automated pipeline — in days.

Biotech · Image Analysis

A lean biotech R&D team was manually reviewing hundreds of plant images — counting and annotating leaves one by one. Not because it was the best use of their time, but because no affordable automated solution existed fast enough to keep pace with the experiment.

We deployed a Florence-2 vision model pipeline that identifies and localizes every leaf in an image automatically. The pipeline was built and running in days, not the 3+ months a traditional ML approach would have required.

Read the full technical breakdown →
Days
to deploy vs. 3+ months for a traditional ML pipeline
Zero
ML engineers, custom architectures, or labelled training data required
100 %
of images processed automatically — scientists back to doing science

"Image automation is no longer reserved for organizations with dedicated ML teams."

— Mateusz Grobelny, Co-founder & CTO
How it works

From audit to operating differently.

We run a structured engagement, not an open-ended retainer. Every step has a clear output.

01
Discovery Call

We understand your business, your stack, your team's pain points, and where you think AI should play a role.

02
Readiness Audit

We go deep on your data practices, knowledge management, and workflows. You get a full gap + opportunity report.

03
Build & Implement

We design workflows, select and integrate tools, and build any custom software needed to close the gaps we found.

04
Train & Hand Off

We train your people to own the new systems. You leave fully capable — not dependent on us to keep things running.

Ongoing support available
Company type
Deep tech companies building in hard-science industries
Stage
50–250 people. Growing fast. Processes haven't kept up.
Buyer
CTOs, COOs, and founders who know they need to move faster — but aren't sure where to start

Built for teams that are technically sharp but operationally stretched.

You've built something technically impressive. But as you've grown, the internal processes haven't kept pace. Sound familiar?

  • Knowledge lives in people's heads

    Onboarding takes forever. Key people are bottlenecks. Tribal knowledge walks out the door when someone leaves.

  • Too much time on manual work

    Your engineers are doing data wrangling. Your ops team is copy-pasting between tools. You know there's a better way.

  • Pressure to "do AI" — no clear path

    Leadership wants AI wins. Teams aren't sure what's worth building vs. buying vs. ignoring. You need a trusted guide.

The team

The A-team.

You get Pawel & Matt. Every engagement.

No hand-offs to junior staff. No account managers. The founders who built Get It Works are the ones who show up — bringing hard-science domain knowledge and full-stack AI delivery.

Pawel Piotrowicz
01Workflow & Business Strategy

Pawel Piotrowicz

Co-founder & CEO

Plasma physics PhD from UIUC. Senior research scientist at Lyten. Employee #3 and Head of Thermal & Systems Engineering at Noon Energy, where he helped build the engineering team and develop the core tech. Pawel has spent his career inside deep-tech companies scaling technology and teams.

What Pawel brings
  • Workflow and process design
  • Operations for technical teams
  • Engineering execution
  • Getting tools and training to stick
LinkedIn →
Mateusz (Matt) Grobelny
02Technical Leadership & AI

Mateusz (Matt) Grobelny

Co-founder & CTO

From managing pharmaceutical lab data at Accenture to building GreenLight Biosciences' first molecular master data system and deploying generative AI and ML imaging analytics — Matt ships AI in hard science domains.

What Matt brings
  • Generative AI & ML systems
  • Enterprise data architecture
  • Custom AI software delivery
  • Technical roadmapping
LinkedIn →
We audit how your technical company manages data and knowledge, find where AI can do the heavy lifting, and build the workflows, tools, and training to have your team run it.
Pawel Piotrowicz·Now, at Get It Works
GetIT
Let's talk

Not sure where to start? That's exactly why we're here.

Book a free 30-minute discovery call. We'll ask the right questions, and you'll leave with a clearer picture.

Book a discovery call →

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No pitch deck. No sales pressure. Just a conversation.