Your AI investments should be delivering returns by now.
Most enterprises have invested heavily in AI but can't point to measurable ROI. We start with SkillMap to find your highest-value opportunities — then build the Skills and Custom Agents to capture them.
Trusted by legal, recruitment, and enterprise teams across the UK
Billions spent on AI. Almost nothing to show.
Enterprise AI adoption is surging, but ROI remains critically low. Teams buy tools, run pilots, and build prototypes — but can't measure real impact. The gap between AI spend and AI value is widening.
87%
of enterprise AI projects fail to reach production
£3.2M
average wasted on AI initiatives that don't deliver
11 months
average time before teams see measurable returns
Measure first. Automate what matters.
Map
We map your team's end-to-end workflow to find where time and money are leaking.
Score
Every automation opportunity gets an ROI score so you invest in what moves the needle.
Build
We build your first Skill live, proving value before you commit. From there, we scale — from individual Skills to Custom Agents that orchestrate entire workflows.
Powered by Claude. Start with a single Skill, then graduate to Custom Agents that combine multiple Skills, knowledge bases, and system connectors into end-to-end workflow automation.
Deep expertise where it matters.
We go deepest in recruitment and legal — building both targeted Skills and purpose-built Custom Agents. The same rigour applies to every enterprise workflow.
Recruitment
From individual Skills like CV parsing to a full Recruitment Agent that screens, matches, and schedules across your entire pipeline.
5x screening speed
Explore Recruitment
Legal
From clause extraction Skills to a Due Diligence Agent that reviews, flags risks, and produces reports across document sets. Your team focuses on judgement calls.
30+ hrs/week saved per legal team
Explore Legal
Enterprise
SkillMap works for any department. Start with targeted Skills, then graduate to Custom Agents for complex workflows that span multiple systems.
Any workflow, measured first
Explore EnterpriseResults that speak for themselves.
"SkillMap identified £420K in annual savings in the first week."
Operations Director — UK Recruitment Agency
"Our fee earners recovered 12 hours per week."
Legal Manager — Mid-Tier Law Firm
"Soria gave us a measurable AI roadmap instead of another proof of concept."
Head of Innovation — Enterprise Technology
An agent platform for enterprise scale
Skills for repeatable tasks. Custom Agents for complex workflows. One platform to run them all.
Management Layer
Adoption, ROI, and quality monitoring in production.
View Monitor →
Orchestration Layer
Agent orchestration across any channel, interface, and workflow.
View Build →
Business Context Layer
Reusable agent skills grounded in your systems, knowledge, and processes.
View SkillMap →
Infrastructure Layer
Secure multi-model, multi-cloud infrastructure and deployment.
View Platform →
Frequently Asked Questions
Everything you need to know about Soria Labs and SkillMap.
SkillMap is a one-week engagement where we map your team's workflow, score every automation opportunity by ROI potential, and build your first Skill live. You leave with proof and a prioritized roadmap.
We go deep in Legal and Recruitment — two industries where AI agents deliver the clearest, fastest ROI. Our agents handle contract review, compliance, CV parsing, candidate matching, and more.
Your data never leaves your infrastructure. Soria OS deploys on private infrastructure — no third-party model providers, no external API calls. All data is encrypted in transit and at rest.
A Skill is one capability for one repeatable workflow — like parsing a CV or extracting contract clauses. A Custom Agent orchestrates multiple Skills with domain knowledge, system connectors, and decision logic to handle complex, end-to-end processes. Most teams start with Skills through SkillMap, then graduate to Custom Agents as they prove value and identify multi-step workflows.
Your first Skill is built and live within the one-week SkillMap sprint. From there, your roadmap shows which Skills to build next and which workflows need Custom Agents — purpose-built AI systems connecting to your tools and knowledge bases.
SkillMap is a fixed-fee engagement. After that, pricing depends on whether you're building individual Skills or Custom Agents, and the complexity of the workflows involved. Book a SkillMap session to get a clear scope and estimate.
Ready to close the ROI gap?
Book a SkillMap session. Get a roadmap for Skills and Custom Agents in one week.