Domain Mastery at Production Depth
You don’t need to overhaul your entire organisation to benefit from AI. Specialized Agents let teams prove value fast - deploying a single agent or a full function swarm - while building the confidence to scale further.
Talk to a SpecialistTwo Levels of Specialisation
Skill Level
Single-Task Agents
Precision agents that do one job brilliantly. Drop them into an existing workflow, connect to your tools, and see instant ROI - without touching anything else. Perfect for teams proving AI value on a specific bottleneck.
Function Level
Departmental Swarms
Coordinated swarms of agents that automate an entire department’s workflows end-to-end. HR, Finance, Marketing - each swarm shares context, hands off tasks, and operates as a cohesive team inside your existing systems.
One Agent. One Job Done Right.
Each agent is a precision instrument - trained, tested, and tuned for a single task. Deploy one in days, not months.
Requirement Gathering Agent
Interviews stakeholders, parses briefs, and produces structured specification documents ready for dev handoff.
Proposal Drafting Agent
Converts requirements and pricing inputs into polished client proposals with executive summaries and timelines.
Customer Service Agent
Handles tier-1 support queries, escalates complex tickets, and maintains a consistent brand voice 24/7.
Ticket Resolution Agent
Triages inbound IT and ops tickets, applies known fixes, and routes unresolved issues to the right engineer.
Travel Booking Agent
Finds optimal routes, enforces travel policy, and books accommodation - all within your approved spend limits.
Compliance Review Agent
Scans documents, contracts, and policies for regulatory gaps and flags breaches before they reach an auditor.
Contract Analysis Agent
Extracts key clauses, surfaces risk terms, and summarises obligations across any volume of legal agreements.
Employee Onboarding Agent
Guides new hires through paperwork, policy acknowledgement, tool provisioning, and 30-day check-ins automatically.
Invoice Processing Agent
Reads, validates, and routes supplier invoices - flagging duplicates, mismatches, and policy violations in real time.
Meeting Summary Agent
Attends, transcribes, and distils calls into action-item lists with owners and deadlines - delivered to Slack or email.
Research Synthesis Agent
Aggregates sources, weighs evidence, and produces referenced briefings on any topic your team needs to move fast.
Procurement Agent
Raises purchase orders, checks vendor lists, compares quotes, and obtains approvals end-to-end with zero manual handoffs.
Full Departments. Fully Automated.
When you’re ready to go beyond individual tasks, a Function Swarm replaces repetitive departmental workflows with a coordinated cluster of agents that hand off work to each other seamlessly.
Function Swarm
HR Swarm
End-to-end people operations - from first application to offboarding.
Function Swarm
Accounts Swarm
Finance workflows that close faster, with fewer errors and full audit trails.
Function Swarm
Marketing Swarm
From insight to published campaign - orchestrated, on-brand, and measurable.
Function Swarm
Content Swarm
Brief to published asset - researched, written, reviewed, and distributed.
Function Swarm
Security Swarm
Continuous threat monitoring, policy enforcement, and incident response - autonomous.
Function Swarm
IT Swarm
From helpdesk to infrastructure - automated, escalated, and resolved faster.
Function Swarm
Supply Chain Swarm
Demand forecasting, vendor coordination, and logistics - end-to-end visibility.
Function Swarm
Analytics Swarm
Raw data to boardroom-ready insight - automated, consistent, and always fresh.
Function Swarm
Legal & Compliance Swarm
Contracts, audits, and regulatory filings - reviewed, tracked, and filed on time.
What Makes Them Genuinely Specialized
Deterministic Models
Every inference is governed by strict rule sets and policy layers. Outputs are reproducible, auditable, and compliant - not probabilistic guesswork.
Proprietary Data Fine-Tuning
Agents are trained directly on your organisation's internal documents, datasets, and domain terminology - producing genuinely expert-level reasoning.
Deep Vertical Expertise
Each agent is designed for a specific sector's operational, regulatory, and technical requirements - not a general model with a system prompt.
Built for High-Stakes Verticals
Specialized Agents are fine-tuned on sector-specific knowledge, compliance requirements, and terminology - not generic models repurposed with a system prompt.
Fintech
Fraud detection, algorithmic compliance, regulatory reporting, and real-time risk modelling. Trained on your proprietary transaction data.
Actuarial
Mortality modelling, reserve calculations, pricing engine reasoning, and catastrophe scenario analysis - deterministic and audit-ready.
Pharma
Clinical trial data reasoning, adverse event detection, regulatory submission preparation, and molecular research synthesis.
Legal
Contract analysis, case law retrieval, compliance gap identification, and confidential document reasoning with zero data leakage.
Healthcare
HIPAA-aligned clinical reasoning, PHI-safe patient data processing, diagnostic support, and care pathway optimisation agents.
Government
Air-gapped deployments with zero telemetry, clearance-level access control, policy enforcement, and public-sector workflow automation.