AI Consulting Services for Enterprise Teams

We deliver AI consulting services for product teams, CIOs, and enterprise executives across 45+ client countries. ScalaCode has run AI delivery for 13+ years, holds ISO 9001:2015 certification, and operates a bench of 250+ engineers. Our practice is led by senior architects who ship production systems.

Whether you are evaluating AI for the first time, building a roadmap, or rescuing a stalled AI project, our team scopes the work in days, not months. You receive a written assessment, a prioritized use case list, and a cost model. We focus on metrics that matter: payback, accuracy, latency, and adoption.

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Trusted by Startups, ISVs, and Fortune 500 Teams Since 2012

What Is AI Consulting?

AI consulting helps organizations move from strategy to production AI systems. The work covers use case discovery, technology selection, architecture design, vendor evaluation, and implementation oversight. Teams hire AI consultants when they need to validate AI investments, build a roadmap, or rescue a stalled AI project before production. AI consulting differs from generic management consulting through deep engineering involvement at every stage.

AI Consulting Services We Deliver

AI Strategy and Roadmap

We run a 2 week assessment, score each candidate use case on revenue impact and feasibility, and deliver a 12 month roadmap with budget envelopes and quarterly milestones.

AI Use Case Discovery

Two day executive workshops map your top 15 candidate use cases, score each on data readiness and ROI, then narrow to 3 funded pilots with documented success metrics.

AI Architecture Review

We audit your current data platform, model registry, and integration paths. Output is a written build versus buy decision per workload, vendor shortlist, and a phased migration plan.

AI Proof of Concept Design

Each pilot gets a written scope, success metrics, dataset access plan, and exit criteria. Pilots run 8 to 12 weeks. You receive working code and evaluation reports.

AI Implementation Oversight

Our architects join your weekly delivery cadence, review pull requests, approve model promotions, and run quarterly governance reviews. Engagements include audit reports, drift monitoring, and incident response.

How We Work With You

Problem discovery

Discovery (Week 1)

A senior architect runs stakeholder interviews, reviews data sources, and documents current AI workloads. You receive a written discovery memo within 5 working days.

Execution Roadmap

Assessment and Roadmap (Week 2 to 3)

We score candidate use cases, model unit economics, and shortlist vendors. Output is a written roadmap, prioritized backlog, and named pilot scope with budget envelopes.

Pilot Execution (Week 4 to 12)

Funded pilots run in 2 week sprints with weekly demos. We share datasets, evaluation results, and cost telemetry. You approve every model promotion before production rollout.

Operational automation

Operational Handover

We document runbooks, train your engineers, and stay on retainer for 90 days. Your team owns the platform on day one and we stay reachable for incident triage.

  • Rate transparency. Hourly $13 to $25. Monthly $1,200 to $4,000. No setup fee.

  • 13+ years of production AI experience, with shipped systems across 45+ client countries.

  • ISO 9001:2015 certified delivery process audited annually by an external body.

  • IP transfer on day one. Source code, models, weights, and datasets remain yours.

  • Engineering managers run delivery, not project managers reading status decks.

How to Choose an AI Consulting Partner

Verify production AI delivery experience

Ask for examples of LLM apps, ML systems, or AI integrations the partner has shipped to live users.

Check named technology partnerships

Strong partners list OpenAI, Anthropic, AWS, Azure OpenAI, or Google Vertex as active vendor relationships.

Assess pricing transparency

Published rate cards beat hidden fee structures.

Review IP transfer terms

Model weights, training data, and code should transfer on day one of paid work.

Confirm engineering manager support

The lead on your engagement should read stack traces, not slide decks.

Validate ISO certification or equivalent

Audited delivery processes signal repeatability across engagements.

Test responsiveness to scope clarification

Slow assessment process predicts slow delivery.

Ways to Work With Us

Dedicated AI Consulting Team (Monthly)

A senior architect plus 2 to 4 engineers, billed monthly at $1,200 to $4,000 per role. Best when you have an active roadmap and need delivery capacity.

Fixed Scope Engagement (8 to 12 Week Pilots)

Flat priced pilots with written scope, success metrics, and exit criteria. Best when you need a funded experiment with a clear go or no go decision.

Advisory Retainer (Monthly Fractional CTO or CAIO)

A senior architect on retainer for 20 to 40 hours per month. Best when your team executes delivery and you need senior review and architecture sign off.

Our Clients’ Success Stories

Tech Stack We Use

LLM Providers

OpenAI Sonnet Opus Google Vertex AI Gemini Mistral Large Llama 3

Vector Databases

Pinecone Weaviate pgvector Qdrant

Orchestration

LangChain LlamaIndex Python

Evaluation

TruLens Promptfoo

Deployment

AWS Bedrock SageMaker Azure OpenAI GCP Vertex AI Kubernetes

AI Consulting vs Alternatives

Dimension ScalaCode Big 4 Consulting Boutique AI Shop
Cost $13 to $25 per hour $400 to $900 per hour $150 to $300 per hour
Speed 2 week assessment 8 to 12 week assessment 3 to 4 week assessment
Engineering depth 250+ engineers in house Subcontracted delivery 5 to 15 engineer bench
Implementation handoff Same team runs pilot Hands off to systems integrator Often no production team
Ongoing support Retainer or staff augmentation New SOW required Limited bench for support

AI Consulting Engagement Benchmarks

Typical engagement structures and cost bands across the AI consulting industry. These figures represent observed market ranges for enterprise AI work, not ScalaCode quotes.

Engagement Type Typical Duration Typical Cost
AI Strategy Assessment 2 to 4 weeks $15K to $40K
AI Use Case Discovery Workshop 2 weeks $20K to $50K
AI Architecture Review 3 to 5 weeks $30K to $80K
AI Pilot Build 8 to 12 weeks $80K to $200K
Production Implementation 16 to 26 weeks $200K to $600K
Ongoing Advisory Retainer Monthly $5K to $25K per month

Industries We Consult For

Fintech

Underwriting models, fraud detection scoring, AML alert triage, and document intelligence pipelines.

Healthcare

Clinical note summarization, prior authorization support, and claims adjudication review.

eLearning

Adaptive assessment, content generation, tutor agents, and plagiarism review pipelines.

Ecommerce solutions

Retail

Demand forecasting, recommendation engines, returns prediction, and copilot search interfaces.

Logistics

Route planning, delivery ETA, exception triage, and shipping document automation.

Manufacturing

Predictive maintenance, vision inspection, and supplier risk scoring models.

AI Consulting Services Pricing

Hourly Rates

  • Mid level AI engineer

    $13-$15/hr

  • Senior AI engineer

    $18-$20/hr

  • Lead AI architect

    $23-$25/hr

Monthly Rates

  • Associate AI engineer

    $1,200-$1,500/month

  • Senior AI engineer

    $2,200-$2,800/month

  • Lead AI architect

    $3,200-$4,000/month

All rates exclude taxes. No setup fee. Monthly billing in advance. Rates are valid for engagements signed within 30 days of the published quote and apply to clients in the 45+ countries we serve. Volume discounts apply on teams of 5+ engineers or retainers above 12 months. Rate cards are reviewed every January and published on this page.

What Clients Say

AI Consulting Services FAQs

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