AI-as-a-Service · Mid-Market Focus

AI that ships into your operations — not a slide deck

ThuWork Digital Solution designs and builds AI systems for mid-market operators in financial services, logistics, healthcare, professional services, and manufacturing — scoped through discovery first, priced in ranges that match real complexity, and built on the same market research we use to advise you.

Why mid-market AI adoption can't wait

Four readings from our own U.S. AI agency market research, June 2026 — the same data behind our vertical and pricing decisions.

SIG-01 · MARKET SIZE
$11.1B
U.S. AI consulting & services market, 2025
SOURCE: DS MARKET RESEARCH, 06.2026
SIG-02 · GROWTH RATE
26.4%
Projected CAGR through 2035
SOURCE: DS MARKET RESEARCH, 06.2026
SIG-03 · BUDGET TREND
86%
Enterprise orgs increasing AI budget in 2026
SOURCE: DS MARKET RESEARCH, 06.2026
SIG-04 · GOVERNANCE GAP
79%
Orgs with no formal AI governance policy
SOURCE: DS MARKET RESEARCH, 06.2026

Discovery before build, every time

Flat pricing on undefined scope is a risk we don't pass on to you. Every engagement starts with mapping your actual workflows — then the architecture and the price follow from what we find.

01

Discovery & Assessment

We map your workflows, data readiness, and constraints before any proposal is written. Nothing is scoped from assumptions.

2–4 WEEKS
02

Solution Architecture

A tailored system design with defined scope, success metrics, and a phased delivery timeline — reviewed and approved before we build.

1–2 WEEKS
03

Build & Integration

Staged delivery with regular reporting and full technical documentation. Your team stays informed at every checkpoint.

4 WEEKS – 6 MONTHS, BY SCOPE
04

Ongoing Optimization

Monitoring, retraining, and drift detection keep deployed systems accurate as your data and operations evolve.

ONGOING RETAINER
Pricing Model
Ranges, Not Flat Rates
Every quote is tied to complexity signals uncovered in discovery — not a single number picked before we've seen your systems.
Engagement Style
Founder-Led
Direct access to the person doing the work — no account layers between you and the build.
Governance Standard
NIST AI RMF · EU AI Act
Regulatory frameworks inform how we document and monitor every deployed system, regardless of vertical.

Eight ways into an AI-enabled operation

Each service is scoped independently after discovery. Pricing ranges reflect current 2026 market benchmarks, adjusted to your specific complexity.

SVC · 01

AI Readiness Assessment

A structured audit of your workflows, data, and AI maturity, delivered as a costed 90-day roadmap. $5K–$15K, 2–4 weeks.

SVC · 02

Intelligent Process Automation

Replace manual document and workflow handling with AI-powered pipelines. $5K–$80K depending on scope, 2–12 weeks.

SVC · 03

Conversational AI & Assistants

RAG-grounded assistants deployed to your website, CRM, or internal tools. $8K–$150K, 2–10 weeks.

SVC · 04

Custom ML Model Development

Models trained on your proprietary data for a specific prediction problem. $10K–$300K+, 4 weeks–8 months.

SVC · 05

LLM Fine-Tuning & RAG

Domain-adapted language models grounded in your own documents and terminology. $15K–$500K+, 4 weeks–9 months.

SVC · 06

Agentic AI & Multi-Agent Systems

Autonomous agents that plan and execute multi-step operational tasks end-to-end. $15K–$500K+, 4 weeks–9 months.

SVC · 07

Predictive Analytics

Forecasting and anomaly detection built on your historical and real-time data. $20K–$400K, 4 weeks–8 months.

SVC · 11

AI Governance & Compliance

Policy, bias auditing, and monitoring frameworks aligned to NIST RMF and EU AI Act. $10K–$150K+, 3 weeks–6 months.

Full 12-service catalog — including Computer Vision, Data Engineering, API Integration, and MLOps retainers — available on request.

Five verticals, one buying pattern

Candidate verticals from our own market research — each with distinct pain points, but the same underlying need: AI that reduces risk and manual load without adding headcount.

Financial Services

Compliance load, not innovation theater

Manual document review, compliance checks, and reconciliation eat 40+ hours a week — with regulatory audit pressure rising every year.

"Controls and audit trails, not buzzwords."

Logistics & Supply Chain

Routing and maintenance, reactive to predictive

Dispatchers manually scheduling hundreds of routes a day; fleet maintenance that only responds after something breaks.

"Cost savings per mile, with zero-disruption rollout."

Healthcare & Life Sciences

Time back for clinical staff

Clinicians spend 2–3 hours a day on documentation; prior authorization can take a week done manually.

"HIPAA-compliant architecture, phased rollout, no disruption to care."

Professional Services

Billable hours lost to document work

Associates spend 30–40% of time on document review and routine research instead of judgment-level work.

"AI handles first-pass review; your people handle client relationships."

Manufacturing & Energy

Downtime that's caught too late

Equipment failures found reactively, after production stops; manual visual inspection missing 5–15% of defects.

"One avoided breakdown pays for the system."

Not Sure Yet?

Start with the readiness call

If your industry isn't listed, that's fine — the discovery process is the same starting point regardless of vertical.

"We map your workflows before we name a solution."

Four tiers, priced to complexity

Starting points, not fixed quotes — every engagement is priced after discovery confirms the actual scope.

AI Starter
$5K–$15K flat
SME, first engagement
AI Readiness Audit + 90-day implementation roadmap.
AI Build
$25K–$80K project
Mid-market B2B
Custom automation pipeline or conversational AI build.
AI Transform
$200K+ + $15–25K/mo
Large enterprise
Multi-model system with governance and ongoing optimization.

Ready to see where your operation sits on the governance gap?

A readiness call is a working session, not a pitch — we'll map your current workflows and tell you honestly whether AI is the right next move.

FOUNDER-LED · CURRENTLY ONBOARDING NEW CLIENTS