New Customer analytics platforms and the value moment

A trusted partner for the most complex technical implementations.

Algorithmic designs and builds digital products, machine learning systems, and data platforms for startups and enterprises. A deeply credentialed team of senior engineers taking end to end responsibility for your project.

Trusted by
CAPABILITIES

Four disciplines. One standard.

Every system we deliver is architected for production from day one.

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DISCOVERDESIGNDEVELOPDEPLOYLAUNCHSCALEDISCOVERRESEARCH & REQUIREMENTSDESIGNUX & INTERFACE DESIGNDEVELOPFULL-STACK ENGINEERINGDEPLOYCLOUD & CI/CD SETUPLAUNCHSHIP TO PRODUCTIONSCALEMONITOR & OPTIMIZESHIPPEDLIVE IN PRODUCTION

Product Engineering & Design

Secure, production-ready products that pair a clean user experience with a solid backend.

FORWARD PASSINPUTLAYER 01LAYER 02OUTPUT

Machine Learning & AI Systems

Production-grade ML systems grounded in peer-reviewed research, delivered with fully monitored infrastructure.

PIPELINE MONITOROVERVIEWPIPELINESLOGS12.4KEVENTS / SEC99.7%UPTIME847msP95 LATENCYTHROUGHPUT (7D)MONTUEWEDTHUFRI14:32PIPELINE DEPLOYED14:28SCHEMA MIGRATED14:21BACKFILL COMPLETE14:15SOURCE CONNECTED

Data Engineering & Analytics

Data platforms built to scale, structured around the queries your business actually runs, turning raw data into strategic advantage.

ROADMAPRISK SCORINGVALIDATIONAI READINESSFEASIBILITYDUE DILIGENCE

Strategy & Advisory

Technically deep, executive-level counsel that bridges business strategy with engineering reality.

CLIENT OUTCOMES

In their words.

What founders and technical leaders say after working with us.

Video testimonial from Ryan Walsh, Founder, Fairway Finder

"Working with Algorithmic felt like having technical cofounders who truly cared."

RYAN WALSH FOUNDER, FAIRWAY FINDER
Video testimonial from Christopher Mouflard, Founder, MarkedUp.AI

"I would definitely hire this team again."

CHRISTOPHER MOUFLARD FOUNDER, MARKEDUP.AI
Video testimonial from Francesco Pace, EuroPeir

"They provided solutions that were both insightful and tailored to our needs."

FRANCESCO PACE EUROPEIR
Cameron M., SUTE APP

"They were excellent to work with. Very knowledgeable about our project's technology."

CAMERON M. SUTE APP
Dante Alison, Homeosity

"Outstanding, top 1% experience! You won't find better!"

DANTE ALISON HOMEOSITY
Anne H., Boise State University

"They were amazing! Very prompt and efficient, delivered beyond expectations."

ANNE H. BOISE STATE UNIVERSITY
ENGAGEMENTS

Proof of work.

Production systems we have shipped. Our outcomes are measured by uptime, user growth, and business outcomes.

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THE DIFFERENCE

Why teams choose us.

Trusted by founders and technical leaders building systems that demand senior-level depth.

Led by the people who understand and build it.

Every engagement is led hands-on by a senior engineer. You work with people who understand your needs and make architectural decisions with the full context of every conversation.

We treat your technical direction as if it were our own.

If an approach carries risk, you hear it early. Our role is to give you honest engineering counsel grounded in what we have built and shipped.

Your systems are grounded in peer-reviewed research.

Our founders have standing in the field, their research peer-reviewed and their methods patented. When we select an algorithm or architecture, we can trace the reasoning to first principles.

Senior engineers. Direct access.

Your codebase is written by experienced engineers who architect and build the system themselves. The people who make the technical decisions are the same people who ship the code.

The same care across the full stack.

From database schema to button states, we apply the same standard. Systems are tested for security and performance before they reach staging.

Complete technical ownership from architecture through deployment.

We own the entire development cycle - architecture, implementation, testing, deployment, and monitoring. You stay focused on your business.

INSIGHTS

From the engineering floor.

Technical writing on architecture, ML infrastructure, product design, and systems engineering - from the people doing the work.

ALL INSIGHTS
A brass admission box full of plain ticket stubs with a single gold ticket on top, illustrating the value moment in customer analytics. Read Article

Customer analytics platforms and the value moment

Your platform counts every click yet cannot tell the board which customers actually got the outcome they paid for.

Sanket Rajeev Sabharwal Aug 22, 2026
A brass plug seated firmly in its matching socket, illustrating testing vendor integrations before signing a contract. Read Article

Test vendor integrations before signing a contract

A vendor that lists 200 integrations proves nothing until you see the payloads, the failure behavior, and the latency under real load.

Yuriy Onyshchuk Aug 20, 2026
A closed brass padlock with its key resting just out of reach, illustrating a build versus buy decision that prices the exit path and vendor lock-in. Read Article

Build vs buy framework that prices the exit path

A vendor that saves six months at launch can add eighteen months to a migration once your data and identity are locked inside the provider.

Sanket Rajeev Sabharwal Aug 17, 2026
An unattended brass ship's wheel, illustrating an AI readiness assessment where production ownership is missing. Read Article

AI readiness assessment for production deployment

A 94% accurate model still stalls in production when no executive owns data quality, incident response, customer SLAs, and audit evidence.

Yuriy Onyshchuk Aug 14, 2026
FAQs

Common questions

How do you price engagements?

We offer both fixed-price and time-and-materials models depending on how well-defined the scope is. Fixed-price works best for clearly scoped builds with defined outputs. Time-and-materials suits projects where requirements will evolve as we learn together. We recommend the right model during our initial assessment and are transparent about the trade-offs of each.

What does the first month of working with you look like?

Week one is a structured discovery phase: architecture review, requirements alignment, and sprint planning. Engineering begins in week two. By the end of the first month, you will have working code in a staging environment, a clear delivery roadmap, and established communication rhythms with the team.

How do you staff engagements?

Every engagement is led by a co-founder and staffed with dedicated senior engineers. We do not rotate people across projects. The team that starts your project is the team that ships it. This continuity ensures deep context, fewer handoff errors, and a stronger working relationship.

We have an internal team. How do you work alongside existing engineers?

We integrate directly into your existing workflows, including your repositories, CI/CD pipelines, and communication channels. We operate as an extension of your team rather than a parallel one. Daily standups, shared code reviews, and joint architecture decisions are standard practice across all of our engagements.

Complex technical challenge? Let's talk.

Share a brief on your project. We'll respond within 48 hours with an honest assessment of fit.

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