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Wolf Logic — AI transformation for UK enterprise

We rebuilt ourselves
around AI. Now we
rebuild you.

Twenty years of shipping production software. Two years rebuilding ourselves around AI — an orchestration platform, new ways of working, freedom from tech monoliths, and the muscle memory to make it stick. We bring all of it to your business.

Start with a readiness review See how we work
Two weeks · Fixed fee · Honest opinion or your money back
wolf-logic-agent · analyzing repo Live
INPUT · auth-handler.ts
1  async function login(user, pwd) {
2    const query = `SELECT * FROM u WHERE email='${user}'`
3    const res = await db.raw(query)
4    if (res[0].password === pwd) {
5      return generateToken(user)
6    }
7  }
AGENT · 3 findings
CRITICAL line 2
SQL injection via string interpolation. Suggested fix: parameterised query.
CRITICAL line 4
Plaintext password comparison. Use bcrypt/argon2 with timing-safe compare.
WARN line 5
Token generated pre-verification — restructure control flow.
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The thesis

Most AI projects fail because the organisation isn't ready — not because the model isn't.

You don't buy AI. You absorb it. New workflows, new review disciplines, new decisions about what people still do and what they hand over to agents. Skip the absorption and you end up with pilots that never ship, agents nobody trusts, and a team that resents the whole thing.

We know because we went through it ourselves. The way Wolf Logic builds software in 2026 looks almost nothing like 2023. That is the transformation we now run for our customers.

Three pillars

One direction of travel.

01 · TRANSFORMATION
Primary · where most engagements start

Make your organisation AI-ready

Assess where you stand. Upskill your engineers. Install the new workflows, review disciplines, and supervision patterns. Leave you with a team that operates without us.

Learn more →
02 · AGENTS
Delivery · custom AI-native systems

Build the agents and AI-native software

Custom agents built on our orchestration platform — the same one we run internally. Production-grade from day one. Integrated into the systems you already operate.

Learn more →
03 · MOATS
Strategy · long-term positioning

Build defensible moats

The first wave of AI features commoditises within 18 months. We help you identify the ones that won't — proprietary data loops, workflow depth, integrations competitors can't replicate.

Learn more →
Our platform

We built an AI orchestration platform. Then we redesigned our business on top of it.

Discovery runs through it. Code review runs through it. Agent deployment, evaluation, observability, cost ceilings — all of it. When we build for you, we're not assembling infrastructure for the first time. We're extending a platform we operate every day.

That is why our delivery is faster, our reviews are sharper, and our agents survive contact with production. You inherit the platform. Your team learns to operate it.

Explore the platform
Discovery layer 3 modules
codebase-analysis workflow-map readiness-score
Delivery layer 4 modules
agent-scaffold review-pipeline eval-harness deploy-rollback
Operate layer 3 modules
observability drift-monitor cost-ceilings
What we build

Agents that survive contact with production.

Internal-ops agents

Research, triage, reporting, and back-office automation. Agents that handle the work your team shouldn't be doing manually.

Customer-facing agents

Support, sales assist, and self-service — with human-in-the-loop by default. Escalation, confidence thresholds, and audit trails built in.

RAG over your data

Retrieval-augmented systems over private corpora. Fine-tuned for your domain. Grounded, cited, and auditable.

AI-native ERP

Odoo and custom ERP with intelligence baked in. Document extraction, forecasting, natural-language reporting — the ERP does its own work.

Vision & forecasting

Vision models for industrial QA. Time-series forecasting for stock, demand, and risk. Real numbers, honest error bars.

Whatever else fits

Classification, extraction, agentic workflows, evaluation harnesses. If the model exists and the problem is real, we build it.

Start here

An honest view of where you stand — in two weeks.

No slideware. No vendor pitch. Two senior engineers audit your data, systems, team, and workflows. You get a ranked plan you can hand to your board — and a written opinion whether we're the right people to help you execute it, or not.

Book a readiness review Sample report
Duration2 weeks
Team2 senior engineers
Your time~6 hours total
DeliverableReport + briefing + decision tree
Data residencyUK / EU only
20yr
Shipping production software
50+
Projects delivered
30+
Enterprise clients
100%
UK-based engineers
Selected work

Shipped. Measured. Trusted.

NIDEC Manufacturing

Porting a 1990s motor control platform into the 2020s

Modern framework, new API tier, thousands of drives in the field, zero interruption.

Read case study
HEALTH NAVIGATOR Healthcare

NHS-grade modernisation with zero downtime

Full GDPR and OWASP compliance. Patient care uninterrupted. Team returned to clinical features.

Read case study
Start the conversation

One call. Honest answer.

Tell us what you're trying to ship. We'll tell you which pillar fits — and if we're the right people to do it. If we're not, we'll tell you who is.

Book 30-min call Email us directly