Six ways we make you smarter

Every engagement below has a scope, a senior team, and a price — because "it depends" is not a service. Pick where it hurts; we'll bring the engineering.

01

AI Strategy & Roadmap

A two-week discovery sprint that turns "we should do AI" into a costed, prioritized plan your board will actually fund. We interview your teams, audit your data, and rank every opportunity by return — not by hype.

  • Opportunity map scored by ROI and feasibility
  • Costed 12-month roadmap with build-vs-buy calls
  • Data readiness audit across your core systems
  • Board-ready business case with unit economics
Fixed price

Engagement snapshot

Typical duration2–3 weeks
Team composition1 strategist + 1 ML architect
Starting pricefrom $22k
You keepThe roadmap, either way
02

Custom LLM Solutions

Copilots, agents, and retrieval systems grounded in your data and guarded by evals — not vibes. We've shipped LLM systems that answer 68% of support volume and draft contracts lawyers actually sign off on.

  • RAG pipeline grounded in your private corpus, with cited sources
  • Eval suite with golden dataset and regression gates on every release
  • Guardrails for PII, tone, and hallucination before anything reaches a user
  • Model router that cuts inference spend 40–70% without quality loss
Most requested

Engagement snapshot

Typical duration6–12 weeks
Team composition1 tech lead + 2 AI engineers
Starting pricefrom $85k
Ships onGentric Core
03

Machine Learning Engineering

Forecasting, recommendation, pricing, anomaly detection — the unglamorous ML that quietly prints money. Delivered with modern MLOps, so the model you launch in March is still accurate in November.

  • Baseline-to-production model with CI/CD and automated retraining
  • Feature engineering pipeline with full lineage tracking
  • Drift and performance monitoring with alerts before users notice
  • A/B testing harness wired to your business KPIs, not proxy metrics
MLOps included

Engagement snapshot

Typical duration8–14 weeks
Team composition2 ML engineers + 1 data scientist
Starting pricefrom $95k
Benchmark12× median first-year ROI
04

Data Platforms & Pipelines

Your AI is only as good as the data feeding it — and most data stacks were built for dashboards, not models. We build the foundation that makes every future AI project cheaper and faster.

  • Lakehouse architecture on your cloud — Databricks, Snowflake, or open source
  • Feature store on your cloud, shared across every model you'll ever build
  • Streaming ingestion with sub-second latency for real-time inference
  • Data contracts and quality gates on every table, enforced in CI
Foundation

Engagement snapshot

Typical duration10–16 weeks
Team composition1 data architect + 2 platform engineers
Starting pricefrom $110k
Runs inYour cloud, your IP
05

Intelligent Automation

Document processing, workflow agents, and back-office automation that removes thousands of hours of manual work — without removing the humans who catch the weird cases. Fastest payback of anything we sell.

  • Document extraction at 99%+ field accuracy on invoices, claims, and contracts
  • Human-in-the-loop review queue for low-confidence edge cases
  • Workflow agents wired into the tools you already run — no rip-and-replace
  • Audit trail for every automated decision, ready for your compliance team
Fast payback

Engagement snapshot

Typical duration4–10 weeks
Team composition1 automation lead + 1 engineer
Starting pricefrom $45k
Typical paybackUnder 2 quarters
06

AI Product Engineering

Design and full-stack engineering for AI-native products — the interface, the infrastructure, and everything in between. For founders and product teams who need a launch, not a proof of concept.

  • Product design sprint with a clickable prototype in week one
  • Full-stack build: interface, API, and model serving as one system
  • Streaming UX with first tokens on screen in under 300ms
  • Launch-ready infrastructure with autoscaling, SSO, and usage analytics
Zero to launch

Engagement snapshot

Typical duration12–16 weeks
Team compositionEmbedded squad of 4
Starting pricefrom $140k
OutcomeA product in users' hands
Engagement models

Three ways to work with us

Same senior team, same platform — sized to how much conviction you have today.

Sprint

Two weeks, fixed price. Strategy and a working prototype on your data — the fastest honest answer to "is this worth building?"

  • Costed opportunity roadmap
  • Prototype against real data
  • Executive readout and build plan
  • Fixed fee — no scope creep, ever
Scope a Sprint
Most popular

Build

Six to sixteen weeks to ship a production system on Gentric Core — evals, observability, and handover included from the first commit.

  • Production system, not a demo
  • Weekly demos, milestone billing
  • Eval suite and monitoring built in
  • Your team trained at handover
Start a Build

Partner

An ongoing embedded senior team with quarterly roadmaps — for companies where AI is the strategy, not a side project.

  • Embedded senior AI squad
  • Quarterly roadmap and eval reviews
  • Priority response SLAs
  • Scale up or pause with 30 days' notice
Design a Partnership
0weeks from kickoff to costed roadmap
0industries served, health to logistics
0senior engineers — no bench, no juniors
0vendor lock-in — your cloud, your IP

Not sure where to start? That's the point of the call.

Bring us a bottleneck, a dataset, or a hunch. In 30 minutes we'll tell you which of the six fits — and if the honest answer is "none of them yet," you'll hear that too.