Services

What we build. What changes.

You do not need a menu. You need the right intervention.

WHAT WE BUILD

Your data foundation isn't built for what comes next.

FROM ZERO

Your data foundation isn't built for what comes next.

We design the warehouse, pipelines, orchestration, and modeling layer that gives your company a real platform to build on.

  • Production-ready data platform with clear ownership boundaries
  • Architecture that scales with your growth, not just your current load
  • Runbooks and handoff so your team operates it independently

Typical Deliverables

Snowflake/BigQuery warehouse, dbt layer, Airflow orchestration, Terraform IaC

Timeline

Assess (2 wks), build (2-4 mo), stabilize + handoff (1 mo)

You're a Fit If

You have no data platform, or your current setup won't survive the next stage of growth

Legacy systems are slowing everything around them.

MODERNIZE

Legacy systems are slowing everything around them.

We migrate brittle systems to modern cloud-native infrastructure and put automated quality checks in place so your team stops firefighting.

  • Clean migration from legacy to modern cloud with minimal disruption
  • Automated data quality monitoring and alerting
  • Reduced operational burden and faster time to insight

Typical Deliverables

On-prem to cloud migration, batch ETL to streaming, dbt + BI layer

Timeline

6-16 weeks depending on scope

You're a Fit If

You're running on-prem, manual ETL, or systems nobody wants to touch

Your models are not the problem. Production is.

PRODUCTION ML

Your models are not the problem. Production is.

We build the production ML infrastructure so your data science team can ship reliably and iterate without rewriting everything.

  • Production ML pipelines with monitoring and automated retraining
  • Feature store and model registry for reproducibility
  • MLOps workflow that removes engineering bottlenecks

Typical Deliverables

SageMaker/MLflow pipelines, model serving, A/B testing framework

Timeline

8-16 weeks for core MLOps infrastructure

You're a Fit If

Your data science team builds models that never make it to production

AI enthusiasm is high. Useful systems are rare.

APPLIED AI SYSTEMS

AI enthusiasm is high. Useful systems are rare.

We design and ship internal AI systems that save real time, support real workflows, and hold up under real scrutiny.

  • Agent workflows tied to actual team processes
  • Context and eval layers that make outputs usable
  • Human review where it matters, automation where it pays

Typical Deliverables

Custom agent systems, orchestration pipelines, eval frameworks, human-in-the-loop automation

Timeline

4-12 weeks for initial systems, iterative expansion

You're a Fit If

Your team is experimenting with AI but nothing has stuck in production

When nobody trusts the numbers, nothing moves.

DATA TRUST

When nobody trusts the numbers, nothing moves.

We establish a single source of truth with governance, lineage tracking, and documentation your team can maintain.

  • Unified metric definitions across the organization
  • Data lineage and quality monitoring across all pipelines
  • Governance framework your team maintains without us

Typical Deliverables

Data catalog, lineage tracking, quality scoring, dbt docs, data contracts

Timeline

6-12 weeks for governance framework

You're a Fit If

Different teams report different numbers and nobody trusts the dashboards

HOW WE ENGAGE

Three models. Pick what fits.

Embedded · 3-12 Months

A fractional data and AI leader, starting now.

You need senior data and AI leadership now, not after a search process. We embed, set direction, stabilize delivery, and hand the function over cleanly.

What You Get

  • Architecture, AI roadmap, and technical strategy
  • Operating model, AI prioritization, and role definitions
  • Monthly executive alignment
  • Clean handoff with exit criteria

Choose This When

You need a data and AI leader but can't wait 6 months to hire one.

Scoped · 4-16 Weeks

A defined problem. A defined scope.

You know what needs building. We scope it tightly, ship it to production, and get out.

What You Get

  • Fixed scope and timeline, agreed upfront
  • Working system in production
  • Documentation and training for your team
  • No surprises on budget

Choose This When

You have a specific project: migration, platform build, pipeline redesign, or governance framework.

Ongoing · Monthly

A senior operator on the hard decisions.

An experienced architect for design reviews, vendor decisions, and the calls your team is not sure about.

What You Get

  • 2-4 scheduled calls per month
  • Async Slack/email for quick questions
  • Architecture and design reviews
  • Vendor evaluations with no sales agenda

Choose This When

You have a team but want a trusted outside perspective on the hard decisions.

Not sure which model fits?

Most clients start with a conversation. We'll help you figure out the right scope.

Get in Touch