A senior engineering team

We help good teams
build great software.

Senior engineers, embedded — and the talent network behind them. We partner with teams in healthcare, finance, retail, and the public sector to ship software that holds up, hire people who stay, and turn ambitious roadmaps into things that actually work.

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AI and Data

Real models. Real workflows.

We ship production AI for document intelligence, agents, and decisions. Not chat boxes.

Engineering

Senior teams. Owned outcomes.

Embedded squads with leadership. We work on what you ship, not staffing as a service.

Workforce

Talent on tap. Fully managed.

US-based contractor and W-2 talent across engineering, design, and product.

— Production AI — Cloud Platforms — Data Engineering — Senior Talent Networks — Cybersecurity — Digital Transformation — Healthcare — Financial Services — Retail & Ecommerce — Public Sector

Projects delivered

Talent network

Industries served

Delivery on time

What we do

Six practice areas. One delivery culture.

We don't sell tools or templates. We build with you — staff, design, and ship — and stay accountable for the result.

Featured · 60% of our 2026 work

AI & Data

Production-grade ML, retrieval-augmented systems, and analytics pipelines. We turn proofs of concept into platforms that pay for themselves — with eval suites that catch regressions before your customers do.

14Models in prod
3.4MDaily inferences
99.7%Eval pass rate

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Software Engineering

Senior teams across web, mobile, API, and platform layers.

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Cloud & DevOps

AWS, GCP, Azure — observable, automated, cost-aware.

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Cybersecurity

Hardening, audits, and continuous compliance — engineered in.

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IT Staffing & Workforce

Curated US-based technologists, with billing built in.

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Practice 06 · Modernisation

Digital Transformation

Modernise legacy systems with measurable ROI. We pick the right battles — and stop the wrong ones.

See our delivery method

Featured solutions

Pre-built for the work most enterprises actually need.

Solution 01 · Recruiting

ATS & Recruiting Platforms

Modern hiring built for staffing firms — applicant pipeline, interview scoring, offer letters, and onboarding in one product. AI-assisted candidate matching, scheduled at speed.

Pipeline kanban with stage scoring + automated reminders
Offer-letter automation with e-sign and audit trail
Time-to-hire reporting per role, recruiter, and source

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Solution 02 · HR

HR Automation

Onboarding, immigration tracking, contractor billing, and payroll-ready data — built on the same platform so your data tells one story.

Visa & I-9 reverification calendar with attorney handoffs
Contractor + W-2 billing with timesheet → invoice flow
Single source of truth for benefits, comp, and audit logs

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Solution 03 · Apps

Enterprise Applications

Custom apps with built-in governance, observability, and SSO — engineered for the next decade, not just the next demo. We design for the audit you'll have, not the one you're hoping to avoid.

SSO, RBAC, and field-level permissions out of the box
OpenTelemetry, structured logs, and red-team test suites
Multi-region failover patterns proven under real load

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Solution 04 · Analytics

Data Dashboards

From data lake to executive view — pipelines, modelling, and visualisation that gets used, not just licensed. We design dashboards your CEO actually opens.

dbt models with tests, lineage, and metric definitions
Self-serve drill-down without SQL access
Scheduled exec digests sent to Slack and email

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Solution 05 · Cloud

Cloud Modernization

Lift-and-shift to cloud-native, done right — with cost guardrails, observability, and a credible exit plan if you ever need one.

Strangler-fig migrations that ship features during the cutover
Multi-account landing zones with budget alerts and SCPs
FinOps reviews that compound month-over-month

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Solution 06 · Workflows

Intelligent Workflows

Agents and document intelligence applied where you actually save time — not where the demo looks best. We deploy AI behind specific decisions, with humans always in the loop.

Document extraction with confidence scoring + manual fallback
Approval workflows that route by amount, region, or risk
Eval suites that gate every prompt change before deploy

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Industries

Domain depth that compresses time-to-value.

We come to the engagement with patterns and integrations your team would otherwise build from scratch — and a frank read on which ones actually pay off.

HIPAAHL7 / FHIREHR

Healthcare

HIPAA-aware platforms, care workflows, and patient engagement that meets clinicians where they work.

Healthcare practice

SOC 2PCI-DSSFINRA

Financial Services

Secure, compliant, and audit-ready — built on the assumption that regulators are reading along.

Financial Services →

HeadlessOMSPersonalisation

Retail & Ecommerce

Storefronts, fulfilment, and personalisation — for brands that ship more than vibes.

Retail & Ecommerce →

SaaSMulti-tenantAPI-first

Technology

Scale-ready engineering for SaaS and platform teams — with the seams you'd want from an in-house staff lead.

Technology →

SISLMSAccessibility

Education

Learning systems, SIS, and student engagement — built for students, accessible by default.

Education →

IoTMESOEE

Manufacturing

IoT, MES, and supply-chain modernisation — for the next plant, not the last one.

Manufacturing →

508/WCAGFedRAMPStateRAMP

Public Sector

Citizen services, digital identity, and accessibility — designed for trust and audit, both.

Public Sector →

Series A→CVelocityLean ops

Startups & SaaS

Velocity-focused product teams that ship the right things first — and de-risk the rest.

Startups & SaaS →

Why Aithical

Four reasons clients keep coming back.

We've delivered for venture-backed startups, government agencies, and Fortune-listed enterprises. The pattern that keeps working: senior people, focused scope, transparent operations.

Strategy first

Outcome-shaped engagements

Every engagement starts with a problem statement and a definition of done. We won't book hours against ambiguous goals — your finance team will love us for it.

0% open-ended SOWs

↓ We publish a target architecture, milestones, and exit criteria before the SOW is signed.

Engineering-led

Senior staff on every project

You meet your team during sales. We don't bait-and-switch — the senior engineers who pitch the work are the same ones who ship it.

12 yrs avg. delivery experience

↓ Each engagement names a tech lead, an EM, and a partner — visible on the SOW, accountable on every demo.

AI-native

Real models, careful boundaries

We use AI where it earns its place — and tell you when it doesn't. No one builds a chat box on top of your invoice system because someone read a blog post.

99.7% eval pass rate, gated in CI

↓ Every prompt change runs through golden datasets and red-team suites before it reaches a customer.

Transparent

You see the work as it happens

Shared tooling, weekly demos, and a single shared roadmap. No surprises in the monthly invoice and no theatre in the steering committee.

98% on-time delivery, last 24 mo.

↓ You get our Linear, our GitHub, and a weekly Friday demo recording — even on the weeks no one remembers.

0% Delivery on time, trailing 24 months

0% Senior staff — no juniors hidden in the rate

0 days Median first-call to working pilot

Careers

Build your future with us.

We hire senior engineers, designers, and operators who want to work on real problems for real customers — without the ceremony of an enterprise consultancy.